Public recordExceptional
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-27 23:21 UTC
microsoft / agent-framework
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
microsoft/agent-framework holds a health index of 99 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (66/100). It was last updated today. 5 contributors account for most of its recent work.
99
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
99
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 90 is calibrated to 99 on the published index scale (record calibration 2026-08-02).
Ownership
MicrosoftOrganization · verified domain
128,550 followers8,287 public repossince Dec 2013
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | agent-framework | 1.15.0 | 1,549,750 | 56 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
96
Development activity
100Exceptional
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 2,645 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 2,645 |
| human_commit_share | 0.86 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~3.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | dotnet-1.19.0 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 3.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
96
Popularity & adoption
96Exceptional
How it's scored
| 60/60 | Stars — 13,154 stars |
| 25/25 | Forks — 2,232 forks |
| 11.3/15 | Watchers — 111 watchers |
Inputs used
| forks | 2,232 |
| stars | 13,154 |
| watchers | 111 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 5 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | shields.io |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
100Exceptional
How it's scored
| 80/80 | Monthly downloads — 1,549,750 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | agent-framework |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1,549,750 |
| unverified_packages_excluded | — |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
92
Maintainer resilience (bus factor)
89Excellent
How it's scored
| 45.9/54 | Bus factor — 5 contributor(s) cover half of all commits |
| 19.7/22.5 | Commit distribution — top contributor authored 13% of commits |
| 13.5/13.5 | Contributor breadth — 98 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations |
Inputs used
| bus_factor | 5 |
| contributors_sampled | 98 |
| top_contributor_share | 0.126 |
Issue & PR responsiveness
80Excellent
How it's scored
| 35.6/42 | Issue resolution — 85% of issues closed |
| 22.4/30 | PR acceptance — 3,075/4,118 decided PRs merged |
| 7.4/13 | Newcomer PR acceptance — 8/14 first-time contributors' PRs merged in 30d |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 3,075 |
| open_issues | 495 |
| closed_issues | 2,771 |
| prs_merged_7d | 35 |
| prs_decided_7d | 47 |
| prs_merged_30d | 36 |
| prs_decided_30d | 50 |
| issue_closed_ratio | 0.848 |
| closed_unmerged_prs | 1,043 |
| first_time_authors_30d | 7 |
| first_time_prs_merged_30d | 8 |
| first_time_prs_decided_30d | 14 |
Ownership & stewardship
100Exceptional
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 20/20 | Verified domain |
| 25/25 | Owner reach — 128,550 followers of microsoft |
| 25/25 | Track record — 8,287 public repos, account ~12 yr old |
Inputs used
| followers | 128,550 |
| owner_type | Organization |
| is_verified | yes |
| owner_login | microsoft |
| public_repos | 8,287 |
| account_age_days | 4,643 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 56 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | agent-framework |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
96
Engineering practices
100Exceptional
How it's scored
| 24/24 | CI workflows — 27 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.js, python/pyproject.toml ([tool.ruff]) |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://aka.ms/agent-framework |
| 10/10 | Repository description |
| 10/10 | Topics — 10 topics |
| 0/10 | Wiki |
Inputs used
| topics | agent-framework, agentic-ai, agents, ai, multi-agent, orchestration, sdk, workflows, dotnet, python |
| has_wiki | no |
| homepage | https://aka.ms/agent-framework |
| docs_site | https://aka.ms/agent-framework |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
66
Security posture
57Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 2.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
| 3.5/5 | SAST — SAST tool detected but not run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 2.2/7.5 | Vulnerabilities — 7 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.7 |
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 13 |
| affected_packages | 6 |
| assessed_packages | 784 |
| unassessed_packages | 216 |
| affected_by_severity | high 5, moderate 1 |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 784 resolved dependencies against OSV. 216 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
88
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — .github/copilot-instructions.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos-memory/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/hosting-a2a/AGENTS.md, python/packages/hosting-mcp/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 86 of 86 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 1 |
| agent_instruction_files | .github/copilot-instructions.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos-memory/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/hosting-a2a/AGENTS.md, python/packages/hosting-mcp/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md |
| agent_instruction_max_bytes | 48,629 |
Verify loop (build / test / typecheck)
90Excellent
How it's scored
| 12.6/18 | One-command bootstrap — dotnet/eng/verify-samples/verify-samples.csproj, dotnet/samples/01-get-started/01_hello_agent/01_hello_agent.csproj, dotnet/samples/01-get-started/02_add_tools/02_add_tools.csproj (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.js, python/pyproject.toml ([tool.ruff]) |
| 11/11 | Static type checking — python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_single_agent/frontend/tsconfig.json, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 42 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 14 of the last 100 commits are automated dependency updates |
| 5/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json, uv.lock, yarn.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_single_agent/frontend/tsconfig.json, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json |
| agent_commit_share | 0.42 |
| toolchain_manifests | dotnet/eng/verify-samples/verify-samples.csproj, dotnet/samples/01-get-started/01_hello_agent/01_hello_agent.csproj, dotnet/samples/01-get-started/02_add_tools/02_add_tools.csproj, dotnet/samples/01-get-started/03_multi_turn/03_multi_turn.csproj, dotnet/samples/01-get-started/04_memory/04_memory.csproj, dotnet/samples/01-get-started/05_first_workflow/05_first_workflow.csproj, dotnet/samples/02-agents/A2A/A2AAgent_AsFunctionTool/A2AAgent_AsFunctionTool.csproj, dotnet/samples/02-agents/A2A/A2AAgent_PollingForTaskCompletion/A2AAgent_PollingForTaskCompletion.csproj, dotnet/samples/02-agents/A2A/A2AAgent_ProtocolSelection/A2AAgent_ProtocolSelection.csproj, dotnet/samples/02-agents/A2A/A2AAgent_Skills/A2AAgent_Skills.csproj, dotnet/samples/02-agents/A2A/A2AAgent_StreamReconnection/A2AAgent_StreamReconnection.csproj, dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step02_BackendTools/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step02_BackendTools/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step05_StateManagement/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step05_StateManagement/Server/Server.csproj, dotnet/samples/02-agents/AgentOpenTelemetry/AgentOpenTelemetry.csproj, dotnet/samples/02-agents/AgentProviders/a2a/Agent_With_A2A/Agent_With_A2A.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_With_Anthropic/Agent_With_Anthropic.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureAIProject/Agent_With_AzureAIProject.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureFoundryModel/Agent_With_AzureFoundryModel.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIChatCompletion/Agent_With_AzureOpenAIChatCompletion.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIResponses/Agent_With_AzureOpenAIResponses.csproj, dotnet/samples/02-agents/AgentProviders/custom/Agent_With_CustomImplementation/Agent_With_CustomImplementation.csproj, dotnet/samples/02-agents/AgentProviders/dapr/Agent_With_Dapr/Agent_With_Dapr.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step00_FoundryAgentLifecycle/Agent_Step00_FoundryAgentLifecycle.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step01_Basics/Agent_Step01_Basics.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step02.1_MultiturnConversation/Agent_Step02.1_MultiturnConversation.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step02.2_MultiturnWithServerConversations/Agent_Step02.2_MultiturnWithServerConversations.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step03_UsingFunctionTools/Agent_Step03_UsingFunctionTools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step07_Observability/Agent_Step07_Observability.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step08_DependencyInjection/Agent_Step08_DependencyInjection.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step09_UsingMcpClientAsTools/Agent_Step09_UsingMcpClientAsTools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step10_UsingImages/Agent_Step10_UsingImages.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step11_AsFunctionTool/Agent_Step11_AsFunctionTool.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step12_Middleware/Agent_Step12_Middleware.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step13_Plugins/Agent_Step13_Plugins.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step14_CodeInterpreter/Agent_Step14_CodeInterpreter.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step15_ComputerUse/Agent_Step15_ComputerUse.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step16_FileSearch/Agent_Step16_FileSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step17_OpenAPITools/Agent_Step17_OpenAPITools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step18_BingCustomSearch/Agent_Step18_BingCustomSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step19_SharePoint/Agent_Step19_SharePoint.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step20_MicrosoftFabric/Agent_Step20_MicrosoftFabric.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step21_WebSearch/Agent_Step21_WebSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step22_MemorySearch/Agent_Step22_MemorySearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step23_LocalMCP/Agent_Step23_LocalMCP.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step24_CodeInterpreterFileDownload/Agent_Step24_CodeInterpreterFileDownload.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step25_FoundryToolboxMcp/Agent_Step25_FoundryToolboxMcp.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj, dotnet/samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot/Agent_With_GitHubCopilot.csproj, dotnet/samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot_BYOK/Agent_With_GitHubCopilot_BYOK.csproj, dotnet/samples/02-agents/AgentProviders/google-gemini/Agent_With_GoogleGemini/Agent_With_GoogleGemini.csproj, dotnet/samples/02-agents/AgentProviders/ollama/Agent_With_Ollama/Agent_With_Ollama.csproj, dotnet/samples/02-agents/AgentProviders/onnx/Agent_With_ONNX/Agent_With_ONNX.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step01_Running/Agent_OpenAI_Step01_Running.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step02_Reasoning/Agent_OpenAI_Step02_Reasoning.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step03_CreateFromChatClient/Agent_OpenAI_Step03_CreateFromChatClient.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step05_Conversation/Agent_OpenAI_Step05_Conversation.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step06_CodeInterpreterFileDownload/Agent_OpenAI_Step06_CodeInterpreterFileDownload.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_With_OpenAIChatCompletion/Agent_With_OpenAIChatCompletion.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_With_OpenAIResponses/Agent_With_OpenAIResponses.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step01_FileBasedSkills/Agent_Step01_FileBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step02_CodeDefinedSkills/Agent_Step02_CodeDefinedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step03_ClassBasedSkills/Agent_Step03_ClassBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step04_MixedSkills/Agent_Step04_MixedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step05_SkillsWithDI/Agent_Step05_SkillsWithDI.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/Agent_Step06_McpBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step07_SkillsAutoApproval/Agent_Step07_SkillsAutoApproval.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step01_Interpreter/AgentWithCodeAct_Step01_Interpreter.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step02_ToolEnabled/AgentWithCodeAct_Step02_ToolEnabled.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step03_ManualWiring/AgentWithCodeAct_Step03_ManualWiring.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step01_ChatHistoryMemory/AgentWithMemory_Step01_ChatHistoryMemory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step02_MemoryUsingMem0/AgentWithMemory_Step02_MemoryUsingMem0.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey/AgentWithMemory_Step03_MemoryUsingValkey.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step04_MemoryUsingFoundry/AgentWithMemory_Step04_MemoryUsingFoundry.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step05_BoundedChatHistory/AgentWithMemory_Step05_BoundedChatHistory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step06_MemoryUsingAgentMemory/AgentWithMemory_Step06_MemoryUsingAgentMemory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step07_FileMemoryProvider/AgentWithMemory_Step07_FileMemoryProvider.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step08_MemoryUsingCosmosNoSql/AgentWithMemory_Step08_MemoryUsingCosmosNoSql.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/AgentWithRAG_Step01_BasicTextRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/AgentWithRAG_Step02_CustomVectorStoreRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step03_CustomRAGDataSource/AgentWithRAG_Step03_CustomRAGDataSource.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step04_FoundryServiceRAG/AgentWithRAG_Step04_FoundryServiceRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step05_Neo4jGraphRAG/AgentWithRAG_Step05_Neo4jGraphRAG.csproj, dotnet/samples/02-agents/Agents/Agent_Step01_UsingFunctionToolsWithApprovals/Agent_Step01_UsingFunctionToolsWithApprovals.csproj, dotnet/samples/02-agents/Agents/Agent_Step02_StructuredOutput/Agent_Step02_StructuredOutput.csproj, dotnet/samples/02-agents/Agents/Agent_Step03_PersistedConversations/Agent_Step03_PersistedConversations.csproj, dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Agent_Step04_3rdPartyChatHistoryStorage.csproj, dotnet/samples/02-agents/Agents/Agent_Step05_Observability/Agent_Step05_Observability.csproj, dotnet/samples/02-agents/Agents/Agent_Step06_DependencyInjection/Agent_Step06_DependencyInjection.csproj, dotnet/samples/02-agents/Agents/Agent_Step07_AsMcpTool/Agent_Step07_AsMcpTool.csproj, dotnet/samples/02-agents/Agents/Agent_Step08_UsingImages/Agent_Step08_UsingImages.csproj, dotnet/samples/02-agents/Agents/Agent_Step09_AsFunctionTool/Agent_Step09_AsFunctionTool.csproj, dotnet/samples/02-agents/Agents/Agent_Step10_BackgroundResponsesWithToolsAndPersistence/Agent_Step10_BackgroundResponsesWithToolsAndPersistence.csproj, dotnet/samples/02-agents/Agents/Agent_Step11_Middleware/Agent_Step11_Middleware.csproj, dotnet/samples/02-agents/Agents/Agent_Step12_Plugins/Agent_Step12_Plugins.csproj, dotnet/samples/02-agents/Agents/Agent_Step13_ChatReduction/Agent_Step13_ChatReduction.csproj, dotnet/samples/02-agents/Agents/Agent_Step14_BackgroundResponses/Agent_Step14_BackgroundResponses.csproj, dotnet/samples/02-agents/Agents/Agent_Step15_DeepResearch/Agent_Step15_DeepResearch.csproj, dotnet/samples/02-agents/Agents/Agent_Step16_Declarative/Agent_Step16_Declarative.csproj, dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Agent_Step17_AdditionalAIContext.csproj, dotnet/samples/02-agents/Agents/Agent_Step18_CompactionPipeline/Agent_Step18_CompactionPipeline.csproj, dotnet/samples/02-agents/Agents/Agent_Step19_InFunctionLoopCheckpointing/Agent_Step19_InFunctionLoopCheckpointing.csproj, dotnet/samples/02-agents/Agents/Agent_Step20_DynamicFunctionTools/Agent_Step20_DynamicFunctionTools.csproj, dotnet/samples/02-agents/Agents/Agent_Step21_ShellWithEnvironment/Agent_Step21_ShellWithEnvironment.csproj, dotnet/samples/02-agents/Agents/Agent_Step22_AgentMode/Agent_Step22_AgentMode.csproj, dotnet/samples/02-agents/Agents/Agent_Step23_TodoList/Agent_Step23_TodoList.csproj, dotnet/samples/02-agents/Agents/Agent_Step24_MultiModelRouting/Agent_Step24_MultiModelRouting.csproj, dotnet/samples/02-agents/DeclarativeAgents/ChatClient/DeclarativeChatClientAgents.csproj, dotnet/samples/02-agents/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_CustomEvals/Evaluation_CustomEvals.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_ExpectedOutputs/Evaluation_ExpectedOutputs.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_Multimodal/Evaluation_Multimodal.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_SimpleEval/Evaluation_SimpleEval.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step01_MeetYourClaw/Claw_Step01_MeetYourClaw.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step02_WorkingWithData/Claw_Step02_WorkingWithData.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step03_ScalingCapabilities/Claw_Step03_ScalingCapabilities.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Console/ClawAgent.Console.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Evals/ClawAgent.Evals.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Hosted/ClawAgent.Hosted.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent/ClawAgent.csproj, dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/ConsoleReactiveComponents.csproj, dotnet/samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveFramework.csproj, dotnet/samples/02-agents/Harness/Harness_Shared_Console/Harness_Shared_Console.csproj, dotnet/samples/02-agents/Harness/Harness_Shared_Console_OpenAI/Harness_Shared_Console_OpenAI.csproj, dotnet/samples/02-agents/Harness/Harness_Step01_Research/Harness_Step01_Research.csproj, dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Harness_Step02_Research_WithBackgroundAgents.csproj, dotnet/samples/02-agents/Harness/Harness_Step03_DataProcessing/Harness_Step03_DataProcessing.csproj, dotnet/samples/02-agents/Harness/Harness_Step04_CodeExecution/Harness_Step04_CodeExecution.csproj, dotnet/samples/02-agents/Harness/Harness_Step05_Loop/Harness_Step05_Loop.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/Agent_MCP_LongRunningTask_Client.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_PerRun_AuthHeaders/Agent_MCP_PerRun_AuthHeaders.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_Server/Agent_MCP_Server.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_Server_Auth/Agent_MCP_Server_Auth.csproj, dotnet/samples/02-agents/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj, dotnet/samples/02-agents/ModelContextProtocol/ResponseAgent_Hosted_MCP/ResponseAgent_Hosted_MCP.csproj, dotnet/samples/03-workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj, dotnet/samples/03-workflows/Agents/FoundryAgent/FoundryAgent.csproj, dotnet/samples/03-workflows/Agents/GroupChatToolApproval/GroupChatToolApproval.csproj, dotnet/samples/03-workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointAndRehydrate/CheckpointAndRehydrate.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointAndResume/CheckpointAndResume.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointWithHumanInTheLoop/CheckpointWithHumanInTheLoop.csproj, dotnet/samples/03-workflows/Concurrent/Concurrent/Concurrent.csproj, dotnet/samples/03-workflows/Concurrent/MapReduce/MapReduce.csproj, dotnet/samples/03-workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj, dotnet/samples/03-workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj, dotnet/samples/03-workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj, dotnet/samples/03-workflows/Declarative/AotCheckpointing/AotCheckpointing.csproj, dotnet/samples/03-workflows/Declarative/ConfirmInput/ConfirmInput.csproj, dotnet/samples/03-workflows/Declarative/CustomerSupport/CustomerSupport.csproj, dotnet/samples/03-workflows/Declarative/DeepResearch/DeepResearch.csproj, dotnet/samples/03-workflows/Declarative/ExecuteWorkflow/ExecuteWorkflow.csproj, dotnet/samples/03-workflows/Declarative/FileInput/FileInput.csproj, dotnet/samples/03-workflows/Declarative/FunctionTools/FunctionTools.csproj, dotnet/samples/03-workflows/Declarative/HostedWorkflow/HostedWorkflow.csproj, dotnet/samples/03-workflows/Declarative/InputArguments/InputArguments.csproj, dotnet/samples/03-workflows/Declarative/InvokeFoundryToolboxMcp/InvokeFoundryToolboxMcp.csproj, dotnet/samples/03-workflows/Declarative/InvokeFunctionTool/InvokeFunctionTool.csproj, dotnet/samples/03-workflows/Declarative/InvokeHttpRequest/InvokeHttpRequest.csproj, dotnet/samples/03-workflows/Declarative/InvokeMcpTool/InvokeMcpTool.csproj, dotnet/samples/03-workflows/Declarative/Marketing/Marketing.csproj, dotnet/samples/03-workflows/Declarative/StudentTeacher/StudentTeacher.csproj, dotnet/samples/03-workflows/Declarative/ToolApproval/ToolApproval.csproj, dotnet/samples/03-workflows/Evaluation/Evaluation_WorkflowEval/Evaluation_WorkflowEval.csproj, dotnet/samples/03-workflows/Evaluation/Evaluation_WorkflowExpectedOutputs/Evaluation_WorkflowExpectedOutputs.csproj, dotnet/samples/03-workflows/HumanInTheLoop/HumanInTheLoopBasic/HumanInTheLoopBasic.csproj, dotnet/samples/03-workflows/Loop/Loop.csproj, dotnet/samples/03-workflows/Observability/ApplicationInsights/ApplicationInsights.csproj, dotnet/samples/03-workflows/Observability/AspireDashboard/AspireDashboard.csproj, dotnet/samples/03-workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj, dotnet/samples/03-workflows/Orchestration/Handoff/Handoff.csproj, dotnet/samples/03-workflows/Orchestration/Magentic/Magentic.csproj, dotnet/samples/03-workflows/SharedStates/SharedStates.csproj, dotnet/samples/03-workflows/Visualization/Visualization.csproj, dotnet/samples/03-workflows/_StartHere/01_Streaming/01_Streaming.csproj, dotnet/samples/03-workflows/_StartHere/02_AgentsInWorkflows/02_AgentsInWorkflows.csproj, dotnet/samples/03-workflows/_StartHere/03_AgentWorkflowPatterns/03_AgentWorkflowPatterns.csproj, dotnet/samples/03-workflows/_StartHere/04_MultiModelService/04_MultiModelService.csproj, dotnet/samples/03-workflows/_StartHere/05_SubWorkflows/05_SubWorkflows.csproj, dotnet/samples/03-workflows/_StartHere/06_MixedWorkflowAgentsAndExecutors/06_MixedWorkflowAgentsAndExecutors.csproj, dotnet/samples/03-workflows/_StartHere/07_WriterCriticWorkflow/07_WriterCriticWorkflow.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Hosted-Invocations-EchoAgent/Hosted-Invocations-EchoAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Using-Samples/SimpleInvocationsAgent/SimpleInvocationsAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/HostedAgentSkills.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/HostedAzureSearchRag.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent-Dockerfile/HostedChatClientAgentDocker.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent/HostedChatClientAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Files/HostedFiles.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-FoundryAgent/HostedFoundryAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalCodeAct/HostedLocalCodeAct.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/HostedLocalTools.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/HostedMcpTools.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-MemoryAgent/HostedMemoryAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Observability/HostedObservability.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Steering/HostedSteering.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-TextRag/HostedTextRag.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox-AuthPaths/Hosted-Toolbox-AuthPaths.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/HostedToolbox.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/HostedToolboxMcpSkills.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Handoff/HostedWorkflowHandoff.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Resilient-Long-Running/HostedWorkflowResilientLongRunning.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Resilient/HostedWorkflowResilient.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Simple/HostedWorkflowSimple.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted_Shared_Contributor_Setup/Hosted_Shared_Contributor_Setup.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-E2E-Resilience/Using-E2E-Resilience.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/Hosted-Toolbox-AuthPaths-Client/Hosted-Toolbox-AuthPaths-Client.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/SessionFilesClient/SessionFilesClient.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/SimpleAgent/SimpleAgent.csproj, dotnet/samples/04-hosting/af-hosting/local_responses/Client/Client.csproj, dotnet/samples/04-hosting/af-hosting/local_responses/Server/Server.csproj, dotnet/samples/04-hosting/af-hosting/local_responses_workflow/Client/Client.csproj, dotnet/samples/04-hosting/af-hosting/local_responses_workflow/Server/Server.csproj, dotnet/samples/05-end-to-end/A2AClientServer/A2AClient/A2AClient.csproj, dotnet/samples/05-end-to-end/A2AClientServer/A2AServer/A2AServer.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIClient/AGUIClient.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIDojoServer/AGUIDojoServer.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIServer/AGUIServer.csproj, dotnet/samples/05-end-to-end/AGUIWebChat/Client/AGUIWebChatClient.csproj, dotnet/samples/05-end-to-end/AGUIWebChat/Server/AGUIWebChatServer.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.AgentHost/AgentWebChat.AgentHost.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.AppHost/AgentWebChat.AppHost.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.ServiceDefaults/AgentWebChat.ServiceDefaults.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.Web/AgentWebChat.Web.csproj, dotnet/samples/05-end-to-end/AgentWithPurview/AgentWithPurview.csproj, dotnet/samples/05-end-to-end/AspNetAgentAuthorization/RazorWebClient/RazorWebClient.csproj, dotnet/samples/05-end-to-end/AspNetAgentAuthorization/Service/Service.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/DevUIIntegration.AppHost/DevUIIntegration.AppHost.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/DevUIIntegration.ServiceDefaults/DevUIIntegration.ServiceDefaults.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/EditorAgent/EditorAgent.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/WriterAgent/WriterAgent.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_ConversationSplits/Evaluation_ConversationSplits.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_FoundryQuality/Evaluation_FoundryQuality.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_FoundryRubric/Evaluation_FoundryRubric.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_MixedProviders/Evaluation_MixedProviders.csproj, dotnet/samples/05-end-to-end/M365Agent/M365Agent.csproj, dotnet/src/Aspire.Hosting.AgentFramework.DevUI/Aspire.Hosting.AgentFramework.DevUI.csproj, dotnet/src/Microsoft.Agents.AI.A2A/Microsoft.Agents.AI.A2A.csproj, dotnet/src/Microsoft.Agents.AI.Abstractions/Microsoft.Agents.AI.Abstractions.csproj, dotnet/src/Microsoft.Agents.AI.AgentHooks/Microsoft.Agents.AI.AgentHooks.csproj, dotnet/src/Microsoft.Agents.AI.Anthropic/Microsoft.Agents.AI.Anthropic.csproj, dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj, dotnet/src/Microsoft.Agents.AI.CopilotStudio/Microsoft.Agents.AI.CopilotStudio.csproj, dotnet/src/Microsoft.Agents.AI.CosmosNoSql/Microsoft.Agents.AI.CosmosNoSql.csproj, dotnet/src/Microsoft.Agents.AI.Declarative/Microsoft.Agents.AI.Declarative.csproj, dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj, dotnet/src/Microsoft.Agents.AI.Foundry.Hosting/Microsoft.Agents.AI.Foundry.Hosting.csproj, dotnet/src/Microsoft.Agents.AI.Foundry/Microsoft.Agents.AI.Foundry.csproj, dotnet/src/Microsoft.Agents.AI.GitHub.Copilot/Microsoft.Agents.AI.GitHub.Copilot.csproj, dotnet/src/Microsoft.Agents.AI.Harness/Microsoft.Agents.AI.Harness.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.A2A.AspNetCore/Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.A2A/Microsoft.Agents.AI.Hosting.A2A.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AspNetCore/Microsoft.Agents.AI.Hosting.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AzureStorage/Microsoft.Agents.AI.Hosting.AzureStorage.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj, dotnet/src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj, dotnet/src/Microsoft.Agents.AI.Hyperlight/Microsoft.Agents.AI.Hyperlight.csproj, dotnet/src/Microsoft.Agents.AI.LocalCodeAct/Microsoft.Agents.AI.LocalCodeAct.csproj, dotnet/src/Microsoft.Agents.AI.Mcp/Microsoft.Agents.AI.Mcp.csproj, dotnet/src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj, dotnet/src/Microsoft.Agents.AI.OpenAI/Microsoft.Agents.AI.OpenAI.csproj, dotnet/src/Microsoft.Agents.AI.Purview/Microsoft.Agents.AI.Purview.csproj, dotnet/src/Microsoft.Agents.AI.Tools.Shell/Microsoft.Agents.AI.Tools.Shell.csproj, dotnet/src/Microsoft.Agents.AI.Valkey/Microsoft.Agents.AI.Valkey.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative.Foundry/Microsoft.Agents.AI.Workflows.Declarative.Foundry.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative.Mcp/Microsoft.Agents.AI.Workflows.Declarative.Mcp.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Generators/Microsoft.Agents.AI.Workflows.Generators.csproj, dotnet/src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj, dotnet/src/Microsoft.Agents.AI/Microsoft.Agents.AI.csproj, dotnet/tests/AgentConformance.IntegrationTests/AgentConformance.IntegrationTests.csproj, dotnet/tests/AnthropicChatCompletion.IntegrationTests/AnthropicChatCompletion.IntegrationTests.csproj, dotnet/tests/Aspire.Hosting.AgentFramework.DevUI.UnitTests/Aspire.Hosting.AgentFramework.DevUI.UnitTests.csproj, dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj, dotnet/tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj, dotnet/tests/Foundry.Hosting.IntegrationTests.TestContainer/Foundry.Hosting.IntegrationTests.TestContainer.csproj, dotnet/tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj, dotnet/tests/Foundry.IntegrationTests/Foundry.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/Microsoft.Agents.AI.A2A.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/Microsoft.Agents.AI.Abstractions.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.AgentHooks.UnitTests/Microsoft.Agents.AI.AgentHooks.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Anthropic.UnitTests/Microsoft.Agents.AI.Anthropic.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/Microsoft.Agents.AI.CosmosNoSql.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Declarative.UnitTests/Microsoft.Agents.AI.Declarative.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.DevUI.UnitTests/Microsoft.Agents.AI.DevUI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.FeatureRegistry.UnitTests/Microsoft.Agents.AI.FeatureRegistry.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Foundry.UnitTests/Microsoft.Agents.AI.Foundry.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Harness.UnitTests/Microsoft.Agents.AI.Harness.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.A2A.UnitTests/Microsoft.Agents.AI.Hosting.A2A.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AzureStorage.IntegrationTests/Microsoft.Agents.AI.Hosting.AzureStorage.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AzureStorage.UnitTests/Microsoft.Agents.AI.Hosting.AzureStorage.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.IntegrationTests/Microsoft.Agents.AI.Hosting.OpenAI.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hyperlight.IntegrationTests/Microsoft.Agents.AI.Hyperlight.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hyperlight.UnitTests/Microsoft.Agents.AI.Hyperlight.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.LocalCodeAct.UnitTests/Microsoft.Agents.AI.LocalCodeAct.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mcp.UnitTests/Microsoft.Agents.AI.Mcp.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Microsoft.Agents.AI.Mem0.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.OpenAI.UnitTests/Microsoft.Agents.AI.OpenAI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Purview.UnitTests/Microsoft.Agents.AI.Purview.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Tools.Shell.IntegrationTests/Microsoft.Agents.AI.Tools.Shell.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Tools.Shell.UnitTests/Microsoft.Agents.AI.Tools.Shell.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.UnitTests/Microsoft.Agents.AI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Valkey.UnitTests/Microsoft.Agents.AI.Valkey.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.Mcp.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.Mcp.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Generators.UnitTests/Microsoft.Agents.AI.Workflows.Generators.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj, dotnet/tests/OpenAIChatCompletion.IntegrationTests/OpenAIChatCompletion.IntegrationTests.csproj, dotnet/tests/OpenAIResponse.IntegrationTests/OpenAIResponse.IntegrationTests.csproj |
| dependency_bot_commit_share | 0.14 |
Code legibility for models
80Excellent
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_single_agent/frontend/tsconfig.json, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json) |
| 53.5/55 | Manageable file sizes — 90/3,390 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 834,074 |
| source_files_sampled | 3,390 |
| oversized_source_files | 90 |
Machine-readable interfaces
100Exceptional
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software |
| 20/20 | MCP server |
| 40/40 | Runnable examples — demos, sample, samples |
Inputs used
| example_dirs | demos, sample, samples |
| has_mcp_signal | yes |
| api_schema_files | — |
| interfaces_expected_of | — |
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.
Key facts
13,154GitHub stars
98contributors
2,645commits, last 12 months
0days since last push
100releases
5bus factor
495open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- First-time contributor figures cover 12 of 29 authors (cap 12)
More detail
Star and fork history 0 ★ / 2,232 ⇿
0Stars
2,232Forks
52Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 0Minor 0Patch 0
OpenSSF Scorecard 5.7 / 10
5.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 5 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 5 |
| 7 | SAST | SAST tool detected but not run on all commits |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 3 | Vulnerabilities | 7 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | agent-framework-core | ==1.15.0 | python/pyproject.toml |
All dependencies 1,000
Full resolved dependency set from the GitHub dependency graph: 2 direct and 998 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | agent-framework-core | — | direct |
| PyPI | agent-framework-core | 1.15.0 | direct |
| npm | @babel/code-frame | 7.29.7 | indirect |
| npm | @babel/compat-data | 7.29.7 | indirect |
| npm | @babel/core | 7.29.7 | indirect |
| npm | @babel/generator | 7.29.7 | indirect |
| npm | @babel/helper-compilation-targets | 7.29.7 | indirect |
| npm | @babel/helper-globals | 7.29.7 | indirect |
| npm | @babel/helper-module-imports | 7.29.7 | indirect |
| npm | @babel/helper-module-transforms | 7.29.7 | indirect |
| npm | @babel/helper-plugin-utils | 7.27.1 | indirect |
| npm | @babel/helper-string-parser | 7.27.1 | indirect |
| npm | @babel/helper-string-parser | 7.29.7 | indirect |
| npm | @babel/helper-validator-identifier | 7.27.1 | indirect |
| npm | @babel/helper-validator-identifier | 7.29.7 | indirect |
| npm | @babel/helper-validator-option | 7.29.7 | indirect |
| npm | @babel/helpers | 7.29.7 | indirect |
| npm | @babel/parser | 7.28.3 | indirect |
| npm | @babel/parser | 7.29.7 | indirect |
| npm | @babel/plugin-transform-react-jsx-self | 7.27.1 | indirect |
| npm | @babel/plugin-transform-react-jsx-source | 7.27.1 | indirect |
| npm | @babel/template | 7.29.7 | indirect |
| npm | @babel/traverse | 7.29.7 | indirect |
| npm | @babel/types | 7.28.2 | indirect |
| npm | @babel/types | 7.29.7 | indirect |
| npm | @emnapi/core | 1.10.0 | indirect |
| npm | @emnapi/core | 1.11.0 | indirect |
| npm | @emnapi/core | 1.11.1 | indirect |
| npm | @emnapi/runtime | 1.10.0 | indirect |
| npm | @emnapi/runtime | 1.11.0 | indirect |
| npm | @emnapi/runtime | 1.11.1 | indirect |
| npm | @emnapi/wasi-threads | 1.2.1 | indirect |
| npm | @emnapi/wasi-threads | 1.2.2 | indirect |
| npm | @eslint-community/eslint-utils | 4.7.0 | indirect |
| npm | @eslint-community/regexpp | 4.12.1 | indirect |
| npm | @eslint/config-array | 0.21.0 | indirect |
| npm | @eslint/config-helpers | 0.3.1 | indirect |
| npm | @eslint/core | 0.15.2 | indirect |
| npm | @eslint/eslintrc | 3.3.1 | indirect |
| npm | @eslint/js | 9.33.0 | indirect |
| npm | @eslint/object-schema | 2.1.6 | indirect |
| npm | @eslint/plugin-kit | 0.3.5 | indirect |
| npm | @floating-ui/core | 1.7.3 | indirect |
| npm | @floating-ui/dom | 1.7.4 | indirect |
| npm | @floating-ui/react-dom | 2.1.6 | indirect |
| npm | @floating-ui/utils | 0.2.10 | indirect |
| npm | @humanfs/core | 0.19.1 | indirect |
| npm | @humanfs/node | 0.16.6 | indirect |
| npm | @humanwhocodes/module-importer | 1.0.1 | indirect |
| npm | @humanwhocodes/retry | 0.3.1 | indirect |
| npm | @humanwhocodes/retry | 0.4.3 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.30 | indirect |
| npm | @napi-rs/wasm-runtime | 1.1.4 | indirect |
| npm | @napi-rs/wasm-runtime | 1.1.5 | indirect |
| npm | @napi-rs/wasm-runtime | 1.1.6 | indirect |
| npm | @nodelib/fs.scandir | 2.1.5 | indirect |
| npm | @nodelib/fs.stat | 2.0.5 | indirect |
| npm | @nodelib/fs.walk | 1.2.8 | indirect |
| npm | @openai/chatkit | 0.0.0 | indirect |
| npm | @openai/chatkit-react | 0.0.0 | indirect |
| npm | @oxc-project/types | 0.133.0 | indirect |
| npm | @oxc-project/types | 0.139.0 | indirect |
| npm | @radix-ui/number | 1.1.1 | indirect |
| npm | @radix-ui/primitive | 1.1.3 | indirect |
| npm | @radix-ui/react-arrow | 1.1.7 | indirect |
| npm | @radix-ui/react-checkbox | 1.3.3 | indirect |
| npm | @radix-ui/react-collection | 1.1.7 | indirect |
| npm | @radix-ui/react-compose-refs | 1.1.2 | indirect |
| npm | @radix-ui/react-context | 1.1.2 | indirect |
| npm | @radix-ui/react-direction | 1.1.1 | indirect |
| npm | @radix-ui/react-dismissable-layer | 1.1.11 | indirect |
| npm | @radix-ui/react-dropdown-menu | 2.1.16 | indirect |
| npm | @radix-ui/react-focus-guards | 1.1.3 | indirect |
| npm | @radix-ui/react-focus-scope | 1.1.7 | indirect |
| npm | @radix-ui/react-id | 1.1.1 | indirect |
| npm | @radix-ui/react-label | 2.1.7 | indirect |
| npm | @radix-ui/react-menu | 2.1.16 | indirect |
| npm | @radix-ui/react-popper | 1.2.8 | indirect |
| npm | @radix-ui/react-portal | 1.1.9 | indirect |
| npm | @radix-ui/react-presence | 1.1.5 | indirect |
| npm | @radix-ui/react-primitive | 2.1.3 | indirect |
| npm | @radix-ui/react-roving-focus | 1.1.11 | indirect |
| npm | @radix-ui/react-scroll-area | 1.2.10 | indirect |
| npm | @radix-ui/react-select | 2.2.6 | indirect |
| npm | @radix-ui/react-separator | 1.1.7 | indirect |
| npm | @radix-ui/react-slot | 1.2.3 | indirect |
| npm | @radix-ui/react-switch | 1.2.6 | indirect |
| npm | @radix-ui/react-tabs | 1.1.13 | indirect |
| npm | @radix-ui/react-tooltip | 1.2.8 | indirect |
| npm | @radix-ui/react-use-callback-ref | 1.1.1 | indirect |
| npm | @radix-ui/react-use-controllable-state | 1.2.2 | indirect |
| npm | @radix-ui/react-use-effect-event | 0.0.2 | indirect |
| npm | @radix-ui/react-use-escape-keydown | 1.1.1 | indirect |
| npm | @radix-ui/react-use-layout-effect | 1.1.1 | indirect |
| npm | @radix-ui/react-use-previous | 1.1.1 | indirect |
| npm | @radix-ui/react-use-rect | 1.1.1 | indirect |
| npm | @radix-ui/react-use-size | 1.1.1 | indirect |
| npm | @radix-ui/react-visually-hidden | 1.2.3 | indirect |
| npm | @radix-ui/rect | 1.1.1 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.0.3 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.0.3 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.0.3 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.0.3 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-gnu | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-x64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-x64-musl | 1.0.3 | indirect |
| npm | @rolldown/binding-linux-x64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-openharmony-arm64 | 1.0.3 | indirect |
| npm | @rolldown/binding-openharmony-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-wasm32-wasi | 1.0.3 | indirect |
| npm | @rolldown/binding-wasm32-wasi | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-arm64-msvc | 1.0.3 | indirect |
| npm | @rolldown/binding-win32-arm64-msvc | 1.1.5 | indirect |
| npm | @rolldown/binding-win32-x64-msvc | 1.0.3 | indirect |
| npm | @rolldown/binding-win32-x64-msvc | 1.1.5 | indirect |
| npm | @rolldown/pluginutils | 1.0.0-rc.3 | indirect |
| npm | @rolldown/pluginutils | 1.0.1 | indirect |
| npm | @swc/core | 1.15.41 | indirect |
| npm | @swc/core-darwin-arm64 | 1.15.41 | indirect |
| npm | @swc/core-darwin-x64 | 1.15.41 | indirect |
| npm | @swc/core-linux-arm-gnueabihf | 1.15.41 | indirect |
| npm | @swc/core-linux-arm64-gnu | 1.15.41 | indirect |
| npm | @swc/core-linux-arm64-musl | 1.15.41 | indirect |
| npm | @swc/core-linux-ppc64-gnu | 1.15.41 | indirect |
| npm | @swc/core-linux-s390x-gnu | 1.15.41 | indirect |
| npm | @swc/core-linux-x64-gnu | 1.15.41 | indirect |
| npm | @swc/core-linux-x64-musl | 1.15.41 | indirect |
| npm | @swc/core-win32-arm64-msvc | 1.15.41 | indirect |
| npm | @swc/core-win32-ia32-msvc | 1.15.41 | indirect |
| npm | @swc/core-win32-x64-msvc | 1.15.41 | indirect |
| npm | @swc/counter | 0.1.3 | indirect |
| npm | @swc/types | 0.1.27 | indirect |
| npm | @tailwindcss/node | 4.3.1 | indirect |
| npm | @tailwindcss/oxide | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-android-arm64 | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-darwin-arm64 | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-darwin-x64 | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-freebsd-x64 | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-linux-arm-gnueabihf | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-linux-arm64-gnu | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-linux-arm64-musl | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-linux-x64-gnu | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-linux-x64-musl | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-wasm32-wasi | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-win32-arm64-msvc | 4.3.1 | indirect |
| npm | @tailwindcss/oxide-win32-x64-msvc | 4.3.1 | indirect |
| npm | @tailwindcss/vite | 4.3.1 | indirect |
| npm | @tybys/wasm-util | 0.10.2 | indirect |
| npm | @tybys/wasm-util | 0.10.3 | indirect |
| npm | @types/babel__core | 7.20.5 | indirect |
| npm | @types/babel__generator | 7.27.0 | indirect |
| npm | @types/babel__template | 7.4.4 | indirect |
| npm | @types/babel__traverse | 7.28.0 | indirect |
| npm | @types/d3-color | 3.1.3 | indirect |
| npm | @types/d3-drag | 3.0.7 | indirect |
| npm | @types/d3-interpolate | 3.0.4 | indirect |
| npm | @types/d3-selection | 3.0.11 | indirect |
| npm | @types/d3-transition | 3.0.9 | indirect |
| npm | @types/d3-zoom | 3.0.8 | indirect |
| npm | @types/estree | 1.0.8 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/node | 22.19.11 | indirect |
| npm | @types/node | 22.20.1 | indirect |
| npm | @types/node | 24.3.0 | indirect |
| npm | @types/prop-types | 15.7.15 | indirect |
| npm | @types/react | 18.3.28 | indirect |
| npm | @types/react | 18.3.31 | indirect |
| npm | @types/react | 19.1.10 | indirect |
| npm | @types/react | 19.2.2 | indirect |
| npm | @types/react-dom | 18.3.7 | indirect |
| npm | @types/react-dom | 19.1.7 | indirect |
| npm | @types/react-dom | 19.2.1 | indirect |
| npm | @typescript-eslint/eslint-plugin | 8.40.0 | indirect |
| npm | @typescript-eslint/parser | 8.40.0 | indirect |
| npm | @typescript-eslint/project-service | 8.40.0 | indirect |
| npm | @typescript-eslint/scope-manager | 8.40.0 | indirect |
| npm | @typescript-eslint/tsconfig-utils | 8.40.0 | indirect |
| npm | @typescript-eslint/type-utils | 8.40.0 | indirect |
| npm | @typescript-eslint/types | 8.40.0 | indirect |
| npm | @typescript-eslint/typescript-estree | 8.40.0 | indirect |
| npm | @typescript-eslint/utils | 8.40.0 | indirect |
| npm | @typescript-eslint/visitor-keys | 8.40.0 | indirect |
| npm | @vitejs/plugin-react | 5.2.0 | indirect |
| npm | @vitejs/plugin-react | 6.0.2 | indirect |
| npm | @vitejs/plugin-react | 6.0.4 | indirect |
| npm | @vitejs/plugin-react-swc | 4.3.1 | indirect |
| npm | @xyflow/react | 12.8.4 | indirect |
| npm | @xyflow/system | 0.0.68 | indirect |
| npm | acorn | 8.15.0 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | ajv | 6.12.6 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | aria-hidden | 1.2.6 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | baseline-browser-mapping | 2.10.37 | indirect |
| npm | brace-expansion | 1.1.16 | indirect |
| npm | brace-expansion | 2.1.2 | indirect |
| npm | braces | 3.0.3 | indirect |
| npm | browserslist | 4.25.3 | indirect |
| npm | browserslist | 4.28.2 | indirect |
| npm | callsites | 3.1.0 | indirect |
| npm | caniuse-lite | 1.0.30001736 | indirect |
| npm | caniuse-lite | 1.0.30001799 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | class-variance-authority | 0.7.1 | indirect |
| npm | classcat | 5.0.5 | indirect |
| npm | clsx | 2.1.1 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | concat-map | 0.0.1 | indirect |
| npm | convert-source-map | 2.0.0 | indirect |
| npm | cross-spawn | 7.0.6 | indirect |
| npm | csstype | 3.1.3 | indirect |
| npm | csstype | 3.2.3 | indirect |
| npm | d3-color | 3.1.0 | indirect |
| npm | d3-dispatch | 3.0.1 | indirect |
| npm | d3-drag | 3.0.0 | indirect |
| npm | d3-ease | 3.0.1 | indirect |
| npm | d3-interpolate | 3.0.1 | indirect |
| npm | d3-selection | 3.0.0 | indirect |
| npm | d3-timer | 3.0.1 | indirect |
| npm | d3-transition | 3.0.1 | indirect |
| npm | d3-zoom | 3.0.0 | indirect |
| npm | debug | 4.4.1 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | detect-libc | 2.0.4 | indirect |
| npm | detect-libc | 2.1.2 | indirect |
| npm | detect-node-es | 1.1.0 | indirect |
| npm | electron-to-chromium | 1.5.208 | indirect |
| npm | electron-to-chromium | 1.5.372 | indirect |
| npm | enhanced-resolve | 5.21.6 | indirect |
| npm | escalade | 3.2.0 | indirect |
| npm | escape-string-regexp | 4.0.0 | indirect |
| npm | eslint | 9.33.0 | indirect |
| npm | eslint-plugin-react-hooks | 5.2.0 | indirect |
| npm | eslint-plugin-react-refresh | 0.4.20 | indirect |
| npm | eslint-scope | 8.4.0 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | eslint-visitor-keys | 4.2.1 | indirect |
| npm | espree | 10.4.0 | indirect |
| npm | esquery | 1.6.0 | indirect |
| npm | esrecurse | 4.3.0 | indirect |
| npm | estraverse | 5.3.0 | indirect |
| npm | esutils | 2.0.3 | indirect |
| npm | fast-deep-equal | 3.1.3 | indirect |
| npm | fast-glob | 3.3.3 | indirect |
| npm | fast-json-stable-stringify | 2.1.0 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | fastq | 1.19.1 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | file-entry-cache | 8.0.0 | indirect |
| npm | fill-range | 7.1.1 | indirect |
| npm | find-up | 5.0.0 | indirect |
| npm | flat-cache | 4.0.1 | indirect |
| npm | flatted | 3.4.2 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | gensync | 1.0.0-beta.2 | indirect |
| npm | get-nonce | 1.0.1 | indirect |
| npm | glob-parent | 5.1.2 | indirect |
| npm | glob-parent | 6.0.2 | indirect |
| npm | globals | 14.0.0 | indirect |
| npm | globals | 16.3.0 | indirect |
| npm | graceful-fs | 4.2.11 | indirect |
| npm | graphemer | 1.4.0 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | ignore | 5.3.2 | indirect |
| npm | ignore | 7.0.5 | indirect |
| npm | import-fresh | 3.3.1 | indirect |
| npm | imurmurhash | 0.1.4 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-number | 7.0.0 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | jiti | 2.7.0 | indirect |
| npm | js-tokens | 4.0.0 | indirect |
| npm | js-yaml | 4.3.1 | indirect |
| npm | jsesc | 3.1.0 | indirect |
| npm | json-buffer | 3.0.1 | indirect |
| npm | json-schema-traverse | 0.4.1 | indirect |
| npm | json-stable-stringify-without-jsonify | 1.0.1 | indirect |
| npm | json5 | 2.2.3 | indirect |
| npm | keyv | 4.5.4 | indirect |
| npm | levn | 0.4.1 | indirect |
| npm | lightningcss | 1.32.0 | indirect |
| npm | lightningcss | 1.33.0 | indirect |
| npm | lightningcss-android-arm64 | 1.32.0 | indirect |
| npm | lightningcss-android-arm64 | 1.33.0 | indirect |
| npm | lightningcss-darwin-arm64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-arm64 | 1.33.0 | indirect |
| npm | lightningcss-darwin-x64 | 1.32.0 | indirect |
| npm | lightningcss-darwin-x64 | 1.33.0 | indirect |
| npm | lightningcss-freebsd-x64 | 1.32.0 | indirect |
| npm | lightningcss-freebsd-x64 | 1.33.0 | indirect |
| npm | lightningcss-linux-arm-gnueabihf | 1.32.0 | indirect |
| npm | lightningcss-linux-arm-gnueabihf | 1.33.0 | indirect |
| npm | lightningcss-linux-arm64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-gnu | 1.33.0 | indirect |
| npm | lightningcss-linux-arm64-musl | 1.32.0 | indirect |
| npm | lightningcss-linux-arm64-musl | 1.33.0 | indirect |
| npm | lightningcss-linux-x64-gnu | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-gnu | 1.33.0 | indirect |
| npm | lightningcss-linux-x64-musl | 1.32.0 | indirect |
| npm | lightningcss-linux-x64-musl | 1.33.0 | indirect |
| npm | lightningcss-win32-arm64-msvc | 1.32.0 | indirect |
| npm | lightningcss-win32-arm64-msvc | 1.33.0 | indirect |
| npm | lightningcss-win32-x64-msvc | 1.32.0 | indirect |
| npm | lightningcss-win32-x64-msvc | 1.33.0 | indirect |
| npm | locate-path | 6.0.0 | indirect |
| npm | lodash.merge | 4.6.2 | indirect |
| npm | loose-envify | 1.4.0 | indirect |
| npm | lru-cache | 5.1.1 | indirect |
| npm | lucide-react | 0.540.0 | indirect |
| npm | magic-string | 0.30.21 | indirect |
| npm | merge2 | 1.4.1 | indirect |
| npm | micromatch | 4.0.8 | indirect |
| npm | minimatch | 3.1.5 | indirect |
| npm | minimatch | 9.0.9 | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | nanoid | 3.3.16 | indirect |
| npm | nanoid | 3.3.17 | indirect |
| npm | natural-compare | 1.4.0 | indirect |
| npm | next-themes | 0.4.6 | indirect |
| npm | node-releases | 2.0.19 | indirect |
| npm | node-releases | 2.0.47 | indirect |
| npm | optionator | 0.9.4 | indirect |
| npm | p-limit | 3.1.0 | indirect |
| npm | p-locate | 5.0.0 | indirect |
| npm | parent-module | 1.0.1 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 2.3.2 | indirect |
| npm | picomatch | 4.0.4 | indirect |
| npm | picomatch | 4.0.5 | indirect |
| npm | postcss | 8.5.23 | indirect |
| npm | postcss | 8.5.25 | indirect |
| npm | prelude-ls | 1.2.1 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | queue-microtask | 1.2.3 | indirect |
| npm | react | 18.3.1 | indirect |
| npm | react | 19.1.1 | indirect |
| npm | react | 19.2.0 | indirect |
| npm | react-dom | 18.3.1 | indirect |
| npm | react-dom | 19.1.1 | indirect |
| npm | react-dom | 19.2.0 | indirect |
| npm | react-refresh | 0.18.0 | indirect |
| npm | react-remove-scroll | 2.7.1 | indirect |
| npm | react-remove-scroll-bar | 2.3.8 | indirect |
| npm | react-style-singleton | 2.2.3 | indirect |
| npm | resolve-from | 4.0.0 | indirect |
| npm | reusify | 1.1.0 | indirect |
| npm | rolldown | 1.0.3 | indirect |
| npm | rolldown | 1.1.5 | indirect |
| npm | run-parallel | 1.2.0 | indirect |
| npm | scheduler | 0.23.2 | indirect |
| npm | scheduler | 0.26.0 | indirect |
| npm | scheduler | 0.27.0 | indirect |
| npm | semver | 6.3.1 | indirect |
| npm | semver | 7.7.2 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | tailwind-merge | 3.3.1 | indirect |
| npm | tailwindcss | 4.3.1 | indirect |
| npm | tapable | 2.3.3 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | to-regex-range | 5.0.1 | indirect |
| npm | ts-api-utils | 2.1.0 | indirect |
| npm | tslib | 2.8.1 | indirect |
| npm | tw-animate-css | 1.3.7 | indirect |
| npm | type-check | 0.4.0 | indirect |
| npm | typescript | 5.8.3 | indirect |
| npm | typescript | 5.9.3 | indirect |
| npm | typescript-eslint | 8.40.0 | indirect |
| npm | undici-types | 6.21.0 | indirect |
| npm | undici-types | 7.10.0 | indirect |
| npm | update-browserslist-db | 1.1.3 | indirect |
| npm | update-browserslist-db | 1.2.3 | indirect |
| npm | uri-js | 4.4.1 | indirect |
| npm | use-callback-ref | 1.3.3 | indirect |
| npm | use-sidecar | 1.1.3 | indirect |
| npm | use-sync-external-store | 1.5.0 | indirect |
| npm | vite | 8.0.16 | indirect |
| npm | vite | 8.1.5 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | word-wrap | 1.2.5 | indirect |
| npm | yallist | 3.1.1 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| npm | zustand | 4.5.7 | indirect |
| npm | zustand | 5.0.8 | indirect |
| NuGet | A2A | — | indirect |
| NuGet | A2A.AspNetCore | — | indirect |
| NuGet | AgentMemory | 1.4.1 | indirect |
| NuGet | AgentMemory.AgentFramework | 1.4.1 | indirect |
| NuGet | AGUI.Abstractions | — | indirect |
| NuGet | AGUI.Client | — | indirect |
| NuGet | AGUI.Server | — | indirect |
| NuGet | Anthropic | — | indirect |
| NuGet | Anthropic.Foundry | — | indirect |
| NuGet | Aspire.Azure.AI.Inference | — | indirect |
| NuGet | Aspire.Azure.AI.OpenAI | — | indirect |
| NuGet | Aspire.Hosting | — | indirect |
| NuGet | Aspire.Hosting.AppHost | — | indirect |
| NuGet | Aspire.Hosting.Azure.AIFoundry | — | indirect |
| NuGet | Aspire.Hosting.Azure.CognitiveServices | — | indirect |
| NuGet | Aspire.Microsoft.Azure.Cosmos | — | indirect |
| NuGet | AWSSDK.Extensions.Bedrock.MEAI | — | indirect |
| NuGet | Azure.AI.Agents.Persistent | — | indirect |
| NuGet | Azure.AI.AgentServer.Core | — | indirect |
| NuGet | Azure.AI.AgentServer.Invocations | 1.0.0-beta.6 | indirect |
| NuGet | Azure.AI.AgentServer.Responses | — | indirect |
| NuGet | Azure.AI.OpenAI | — | indirect |
| NuGet | Azure.AI.OpenAI | 2.9.0-beta.1 | indirect |
| NuGet | Azure.AI.Projects | — | indirect |
| NuGet | Azure.AI.Projects | 2.1.0-beta.4 | indirect |
| NuGet | Azure.Core | — | indirect |
| NuGet | Azure.Identity | — | indirect |
| NuGet | Azure.Identity | 1.21.0 | indirect |
| NuGet | Azure.Monitor.OpenTelemetry.Exporter | — | indirect |
| NuGet | Azure.Search.Documents | — | indirect |
| NuGet | Azure.Search.Documents | 12.0.0 | indirect |
| NuGet | Azure.Storage.Blobs | — | indirect |
| NuGet | CommunityToolkit.Aspire.OllamaSharp | — | indirect |
| NuGet | CommunityToolkit.VectorData.AzureCosmosDB | — | indirect |
| NuGet | CommunityToolkit.VectorData.InMemory | — | indirect |
| NuGet | CommunityToolkit.VectorData.Qdrant | — | indirect |
| NuGet | Dapr.AI.Microsoft.Extensions | — | indirect |
| NuGet | DotNetEnv | — | indirect |
| NuGet | DotNetEnv | 3.1.1 | indirect |
| NuGet | FluentAssertions | — | indirect |
| NuGet | GitHub.Copilot.SDK | — | indirect |
| NuGet | Google.GenAI | — | indirect |
| NuGet | Hyperlight.HyperlightSandbox.Api | — | indirect |
| NuGet | Hyperlight.HyperlightSandbox.Guest.Python | — | indirect |
| NuGet | Microsoft.Agents.AI | 1.9.0 | indirect |
| NuGet | Microsoft.Agents.AI.Abstractions | — | indirect |
| NuGet | Microsoft.Agents.AI.Foundry | — | indirect |
| NuGet | Microsoft.Agents.AI.Foundry | 1.2.0 | indirect |
| NuGet | Microsoft.Agents.AI.Foundry.Hosting | — | indirect |
| NuGet | Microsoft.Agents.AI.Hosting | — | indirect |
| NuGet | Microsoft.Agents.AI.LocalCodeAct | — | indirect |
| NuGet | Microsoft.Agents.AI.Mcp | 1.15.0-alpha.260722.1 | indirect |
| NuGet | Microsoft.Agents.AI.Workflows | — | indirect |
| NuGet | Microsoft.Agents.CopilotStudio.Client | — | indirect |
| NuGet | Microsoft.Agents.ObjectModel | — | indirect |
| NuGet | Microsoft.Agents.ObjectModel.Json | — | indirect |
| NuGet | Microsoft.Agents.ObjectModel.PowerFx | — | indirect |
| NuGet | Microsoft.AspNetCore.Authentication.JwtBearer | — | indirect |
| NuGet | Microsoft.AspNetCore.Authentication.OpenIdConnect | — | indirect |
| NuGet | Microsoft.AspNetCore.OpenApi | — | indirect |
| NuGet | Microsoft.AspNetCore.TestHost | — | indirect |
| NuGet | Microsoft.Azure.Cosmos | — | indirect |
| NuGet | Microsoft.Bcl.AsyncInterfaces | — | indirect |
| NuGet | Microsoft.Bcl.HashCode | — | indirect |
| NuGet | Microsoft.CodeAnalysis.Analyzers | — | indirect |
| NuGet | Microsoft.CodeAnalysis.CSharp | — | indirect |
| NuGet | Microsoft.CodeAnalysis.NetAnalyzers | 10.0.100 | indirect |
| NuGet | Microsoft.Extensions.AI | — | indirect |
| NuGet | Microsoft.Extensions.AI.Abstractions | — | indirect |
| NuGet | Microsoft.Extensions.AI.Evaluation | — | indirect |
| NuGet | Microsoft.Extensions.AI.OpenAI | — | indirect |
| NuGet | Microsoft.Extensions.AI.OpenAI | 10.5.1 | indirect |
| NuGet | Microsoft.Extensions.Caching.Memory | — | indirect |
| NuGet | Microsoft.Extensions.Compliance.Abstractions | — | indirect |
| NuGet | Microsoft.Extensions.Configuration | — | indirect |
| NuGet | Microsoft.Extensions.Configuration.Binder | — | indirect |
| NuGet | Microsoft.Extensions.Configuration.EnvironmentVariables | — | indirect |
| NuGet | Microsoft.Extensions.Configuration.Json | — | indirect |
| NuGet | Microsoft.Extensions.Configuration.UserSecrets | — | indirect |
| NuGet | Microsoft.Extensions.DependencyInjection | — | indirect |
| NuGet | Microsoft.Extensions.DependencyInjection.Abstractions | — | indirect |
| NuGet | Microsoft.Extensions.FileSystemGlobbing | — | indirect |
| NuGet | Microsoft.Extensions.Hosting | — | indirect |
| NuGet | Microsoft.Extensions.Hosting | 9.0.17 | indirect |
| NuGet | Microsoft.Extensions.Http.Resilience | — | indirect |
| NuGet | Microsoft.Extensions.Logging | — | indirect |
| NuGet | Microsoft.Extensions.Logging.Abstractions | — | indirect |
| NuGet | Microsoft.Extensions.Logging.Console | — | indirect |
| NuGet | Microsoft.Extensions.ServiceDiscovery | — | indirect |
| NuGet | Microsoft.Extensions.VectorData.Abstractions | — | indirect |
| NuGet | Microsoft.Identity.Client.Extensions.Msal | — | indirect |
| NuGet | Microsoft.ML.OnnxRuntimeGenAI | — | indirect |
| NuGet | Microsoft.ML.Tokenizers | — | indirect |
| NuGet | Microsoft.PowerFx.Interpreter | — | indirect |
| NuGet | Microsoft.VisualStudio.Threading.Analyzers | 17.14.15 | indirect |
| NuGet | ModelContextProtocol | — | indirect |
| NuGet | ModelContextProtocol | 2.1.0 | indirect |
| NuGet | ModelContextProtocol.Extensions.Tasks | — | indirect |
| NuGet | Mscc.GenerativeAI.Microsoft | — | indirect |
| NuGet | Neo4j.AgentFramework.GraphRAG | 0.1.0-preview.2 | indirect |
| NuGet | Neo4j.Driver | 5.28.0 | indirect |
| NuGet | Newtonsoft.Json | — | indirect |
| NuGet | OllamaSharp | — | indirect |
| NuGet | OpenAI | — | indirect |
| NuGet | OpenTelemetry | — | indirect |
| NuGet | OpenTelemetry.Api | — | indirect |
| NuGet | OpenTelemetry.Api | 1.15.3 | indirect |
| NuGet | OpenTelemetry.Exporter.Console | — | indirect |
| NuGet | OpenTelemetry.Exporter.InMemory | — | indirect |
| NuGet | OpenTelemetry.Exporter.OpenTelemetryProtocol | — | indirect |
| NuGet | OpenTelemetry.Exporter.OpenTelemetryProtocol | 1.15.3 | indirect |
| NuGet | OpenTelemetry.Extensions.Hosting | — | indirect |
| NuGet | OpenTelemetry.Instrumentation.AspNetCore | — | indirect |
| NuGet | OpenTelemetry.Instrumentation.Http | — | indirect |
| NuGet | OpenTelemetry.Instrumentation.Runtime | — | indirect |
| NuGet | ResponsibleAI.AgentHooks | — | indirect |
| NuGet | Roslynator.Analyzers | 4.14.1 | indirect |
| NuGet | Roslynator.CodeAnalysis.Analyzers | 4.14.1 | indirect |
| NuGet | Roslynator.Formatting.Analyzers | 4.14.1 | indirect |
| NuGet | Swashbuckle.AspNetCore.SwaggerUI | — | indirect |
| NuGet | System.ClientModel | — | indirect |
| NuGet | System.CodeDom | — | indirect |
| NuGet | System.Collections.Immutable | — | indirect |
| NuGet | System.CommandLine | — | indirect |
| NuGet | System.Diagnostics.DiagnosticSource | — | indirect |
| NuGet | System.Linq.AsyncEnumerable | — | indirect |
| NuGet | System.Net.Security | — | indirect |
| NuGet | System.Net.ServerSentEvents | — | indirect |
| NuGet | System.Text.Json | — | indirect |
| NuGet | System.Threading.Channels | — | indirect |
| NuGet | System.Threading.Tasks.Extensions | — | indirect |
| NuGet | Valkey.Glide | — | indirect |
| PyPI | a2a-sdk | — | indirect |
| PyPI | a2a-sdk | 1.1.2 | indirect |
| PyPI | addict | 2.4.0 | indirect |
| PyPI | ag-ui-a2ui-toolkit | — | indirect |
| PyPI | ag-ui-a2ui-toolkit | 0.0.4 | indirect |
| PyPI | ag-ui-protocol | — | indirect |
| PyPI | ag-ui-protocol | 0.1.19 | indirect |
| PyPI | agent-framework | 1.15.0 | indirect |
| PyPI | agent-framework-a2a | — | indirect |
| PyPI | agent-framework-a2a | 1.0.0b260821 | indirect |
| PyPI | agent-framework-ag-ui | — | indirect |
| PyPI | agent-framework-ag-ui | 1.2.0 | indirect |
| PyPI | agent-framework-anthropic | — | indirect |
| PyPI | agent-framework-anthropic | 1.0.0b260821 | indirect |
| PyPI | agent-framework-azure-ai-search | — | indirect |
| PyPI | agent-framework-azure-ai-search | 1.0.0b260813 | indirect |
| PyPI | agent-framework-azure-contentunderstanding | 1.0.0b260813 | indirect |
| PyPI | agent-framework-azure-cosmos | — | indirect |
| PyPI | agent-framework-azure-cosmos | 1.0.0b260821 | indirect |
| PyPI | agent-framework-azure-cosmos-memory | 1.0.0a260813 | indirect |
| PyPI | agent-framework-azurefunctions | — | indirect |
| PyPI | agent-framework-azurefunctions | 1.0.0b260730 | indirect |
| PyPI | agent-framework-bedrock | — | indirect |
| PyPI | agent-framework-bedrock | 1.0.0b260730 | indirect |
| PyPI | agent-framework-chatkit | — | indirect |
| PyPI | agent-framework-chatkit | 1.0.0b260730 | indirect |
| PyPI | agent-framework-claude | — | indirect |
| PyPI | agent-framework-claude | 1.0.0b260813 | indirect |
| PyPI | agent-framework-copilotstudio | — | indirect |
| PyPI | agent-framework-copilotstudio | 1.0.0b260813 | indirect |
| PyPI | agent-framework-declarative | — | indirect |
| PyPI | agent-framework-declarative | 1.0.3 | indirect |
| PyPI | agent-framework-devui | — | indirect |
| PyPI | agent-framework-devui | 1.0.0b260821 | indirect |
| PyPI | agent-framework-durabletask | — | indirect |
| PyPI | agent-framework-durabletask | 1.0.0b260730 | indirect |
| PyPI | agent-framework-foundry | — | indirect |
| PyPI | agent-framework-foundry | 1.11.0 | indirect |
| PyPI | agent-framework-foundry-hosting | — | indirect |
| PyPI | agent-framework-foundry-hosting | 1.0.0b260821 | indirect |
| PyPI | agent-framework-foundry-local | — | indirect |
| PyPI | agent-framework-foundry-local | 1.0.0b260730 | indirect |
| PyPI | agent-framework-gemini | 1.0.0b260813 | indirect |
| PyPI | agent-framework-github-copilot | — | indirect |
| PyPI | agent-framework-github-copilot | 1.0.3 | indirect |
| PyPI | agent-framework-hosting | 1.0.0a260730 | indirect |
| PyPI | agent-framework-hosting-a2a | 1.0.0a260730 | indirect |
| PyPI | agent-framework-hosting-mcp | 1.0.0a260730 | indirect |
| PyPI | agent-framework-hosting-responses | 1.0.0a260730 | indirect |
| PyPI | agent-framework-hosting-telegram | 1.0.0a260730 | indirect |
| PyPI | agent-framework-hyperlight | 1.0.0b260730 | indirect |
| PyPI | agent-framework-lab | — | indirect |
| PyPI | agent-framework-lab | 1.0.0b260730 | indirect |
| PyPI | agent-framework-mem0 | — | indirect |
| PyPI | agent-framework-mem0 | 1.0.0b260813 | indirect |
| PyPI | agent-framework-mistral | 1.0.0b260813 | indirect |
| PyPI | agent-framework-monty | — | indirect |
| PyPI | agent-framework-monty | 1.0.0b260730 | indirect |
| PyPI | agent-framework-ollama | — | indirect |
| PyPI | agent-framework-ollama | 1.0.0b260813 | indirect |
| PyPI | agent-framework-openai | — | indirect |
| PyPI | agent-framework-openai | 1.14.0 | indirect |
| PyPI | agent-framework-orchestrations | — | indirect |
| PyPI | agent-framework-orchestrations | 1.0.0rc1 | indirect |
| PyPI | agent-framework-orchestrations | 1.1.1 | indirect |
| PyPI | agent-framework-purview | — | indirect |
| PyPI | agent-framework-purview | 1.0.0b260730 | indirect |
| PyPI | agent-framework-redis | — | indirect |
| PyPI | agent-framework-redis | 1.0.0b260821 | indirect |
| PyPI | agent-framework-tools | — | indirect |
| PyPI | agent-framework-tools | 1.0.0b260730 | indirect |
| PyPI | agent-hooks-sdk | — | indirect |
| PyPI | agent-hooks-sdk | 0.1.0a5 | indirect |
| PyPI | agentlightning | — | indirect |
| PyPI | agentlightning | 0.3.0 | indirect |
| PyPI | agentops | 0.4.21 | indirect |
| PyPI | aiofiles | 25.1.0 | indirect |
| PyPI | aiogram | — | indirect |
| PyPI | aiohappyeyeballs | 2.7.1 | indirect |
| PyPI | aiohttp | — | indirect |
| PyPI | aiohttp | 3.14.3 | indirect |
| PyPI | aiologic | 0.17.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-doc | 0.0.5 | indirect |
| PyPI | annotated-types | 0.8.0 | indirect |
| PyPI | ansicon | 1.89.0 | indirect |
| PyPI | anthropic | — | indirect |
| PyPI | anthropic | 0.116.0 | indirect |
| PyPI | anyio | 4.14.2 | indirect |
| PyPI | appdirs | 1.4.4 | indirect |
| PyPI | apscheduler | 3.11.3 | indirect |
| PyPI | asgiref | 3.12.1 | indirect |
| PyPI | ast-serialize | 0.8.0 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | asyncio | 4.0.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | azure-ai-agentserver-core | — | indirect |
| PyPI | azure-ai-agentserver-core | 2.1.0 | indirect |
| PyPI | azure-ai-agentserver-invocations | — | indirect |
| PyPI | azure-ai-agentserver-invocations | 1.1.0 | indirect |
| PyPI | azure-ai-agentserver-responses | — | indirect |
| PyPI | azure-ai-agentserver-responses | 2.2.0b1 | indirect |
| PyPI | azure-ai-contentunderstanding | — | indirect |
| PyPI | azure-ai-contentunderstanding | 1.2.0b3 | indirect |
| PyPI | azure-ai-inference | — | indirect |
| PyPI | azure-ai-inference | 1.0.0b9 | indirect |
| PyPI | azure-ai-projects | — | indirect |
| PyPI | azure-ai-projects | 2.3.0 | indirect |
| PyPI | azure-core | — | indirect |
| PyPI | azure-core | 1.41.0 | indirect |
| PyPI | azure-core-tracing-opentelemetry | 1.0.0b13 | indirect |
| PyPI | azure-cosmos | — | indirect |
| PyPI | azure-cosmos | 4.16.3 | indirect |
| PyPI | azure-cosmos-agent-memory | — | indirect |
| PyPI | azure-cosmos-agent-memory | 0.3.0b1 | indirect |
| PyPI | azure-functions | — | indirect |
| PyPI | azure-functions | 1.25.0 | indirect |
| PyPI | azure-functions-durable | — | indirect |
| PyPI | azure-functions-durable | 1.7.0 | indirect |
| PyPI | azure-identity | — | indirect |
| PyPI | azure-identity | 1.25.3 | indirect |
| PyPI | azure-monitor-opentelemetry | — | indirect |
| PyPI | azure-monitor-opentelemetry | 1.8.9 | indirect |
| PyPI | azure-monitor-opentelemetry-exporter | 1.0.0b56 | indirect |
| PyPI | azure-search-documents | — | indirect |
| PyPI | azure-search-documents | 12.0.0 | indirect |
| PyPI | azure-storage-blob | 12.30.0 | indirect |
| PyPI | backoff | 2.2.1 | indirect |
| PyPI | blessed | 1.48.0 | indirect |
| PyPI | blinker | 1.9.0 | indirect |
| PyPI | boto3 | — | indirect |
| PyPI | boto3 | 1.43.67 | indirect |
| PyPI | botocore | — | indirect |
| PyPI | botocore | 1.43.67 | indirect |
| PyPI | cachebox | 5.2.3 | indirect |
| PyPI | certifi | 2026.7.22 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | claude-agent-sdk | — | indirect |
| PyPI | claude-agent-sdk | 0.2.132 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | clr-loader | 0.2.10 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | coverage | 7.15.4 | indirect |
| PyPI | croniter | 6.2.4 | indirect |
| PyPI | cryptography | 48.0.1 | indirect |
| PyPI | culsans | 0.11.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | debugpy | — | indirect |
| PyPI | deepdiff | 9.1.0 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docstring-parser | 0.18.0 | indirect |
| PyPI | docutils | 0.23 | indirect |
| PyPI | durabletask | — | indirect |
| PyPI | durabletask | 1.9.0 | indirect |
| PyPI | durabletask-azuremanaged | — | indirect |
| PyPI | durabletask-azuremanaged | 1.9.0 | indirect |
| PyPI | email-validator | 2.3.0 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | expression | 5.6.0 | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | fastapi | 0.138.0 | indirect |
| PyPI | fastapi-sso | 0.21.1 | indirect |
| PyPI | fastuuid | 0.14.0 | indirect |
| PyPI | filelock | 3.32.2 | indirect |
| PyPI | filetype | — | indirect |
| PyPI | filetype | 1.2.0 | indirect |
| PyPI | flask | 3.1.3 | indirect |
| PyPI | flit | 4.0.2 | indirect |
| PyPI | flit-core | — | indirect |
| PyPI | flit-core | 4.0.2 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | foundry-local-sdk | — | indirect |
| PyPI | foundry-local-sdk | 0.5.1 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | fs | 2.4.16 | indirect |
| PyPI | fsspec | 2026.7.0 | indirect |
| PyPI | furl | 2.1.4 | indirect |
| PyPI | github-copilot-sdk | — | indirect |
| PyPI | github-copilot-sdk | 1.0.2 | indirect |
| PyPI | google-api-core | 2.34.0 | indirect |
| PyPI | google-auth | 2.56.3 | indirect |
| PyPI | google-genai | — | indirect |
| PyPI | google-genai | 2.17.0 | indirect |
| PyPI | googleapis-common-protos | 1.75.1 | indirect |
| PyPI | gpustat | 1.1.1 | indirect |
| PyPI | granian | 2.8.1 | indirect |
| PyPI | graphviz | 0.21 | indirect |
| PyPI | greenlet | 3.5.4 | indirect |
| PyPI | griffelib | 2.1.0 | indirect |
| PyPI | grpcio | 1.83.0 | indirect |
| PyPI | gunicorn | 23.0.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.4.1 | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | hf-xet | 1.6.0 | indirect |
| PyPI | hpack | 4.2.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.8.0 | indirect |
| PyPI | httpx | — | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.3 | indirect |
| PyPI | huggingface-hub | — | indirect |
| PyPI | huggingface-hub | 1.27.0 | indirect |
| PyPI | hypercorn | — | indirect |
| PyPI | hypercorn | 0.18.0 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | hyperlight-sandbox | — | indirect |
| PyPI | hyperlight-sandbox | 0.4.0 | indirect |
| PyPI | hyperlight-sandbox-backend-wasm | 0.4.0 | indirect |
| PyPI | hyperlight-sandbox-python-guest | — | indirect |
| PyPI | hyperlight-sandbox-python-guest | 0.5.0 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 8.9.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | inquirerpy | 0.3.4 | indirect |
| PyPI | isodate | 0.7.2 | indirect |
| PyPI | itsdangerous | 2.2.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jinxed | 2.1.0 | indirect |
| PyPI | jiter | 0.16.0 | indirect |
| PyPI | jmespath | 1.1.0 | indirect |
| PyPI | joblib | 1.5.3 | indirect |
| PyPI | json-rpc | 1.15.0 | indirect |
| PyPI | jsonpath-ng | 1.8.0 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | langfuse | 4.14.3 | indirect |
| PyPI | librt | 0.15.0 | indirect |
| PyPI | litellm | 1.95.0 | indirect |
| PyPI | litellm-enterprise | 0.1.52 | indirect |
| PyPI | litellm-proxy-extras | 0.4.81 | indirect |
| PyPI | loguru | — | indirect |
| PyPI | loguru | 0.7.3 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | 3.11.1 | indirect |
| PyPI | mcp | — | indirect |
| PyPI | mcp | 1.29.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mem0ai | — | indirect |
| PyPI | mem0ai | 2.0.17 | indirect |
| PyPI | microsoft-agents-activity | 1.3.0 | indirect |
| PyPI | microsoft-agents-copilotstudio-client | — | indirect |
| PyPI | microsoft-agents-copilotstudio-client | 1.3.0 | indirect |
| PyPI | microsoft-agents-hosting-core | 1.3.0 | indirect |
| PyPI | microsoft-opentelemetry | 1.3.7 | indirect |
| PyPI | mistralai | — | indirect |
| PyPI | ml-dtypes | 0.5.4 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | msal | — | indirect |
| PyPI | msal | 1.37.0 | indirect |
| PyPI | msal-extensions | 1.3.1 | indirect |
| PyPI | msgspec | — | indirect |
| PyPI | msgspec | 0.21.1 | indirect |
| PyPI | msrest | 0.7.1 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | mypy | 1.20.0 | indirect |
| PyPI | mypy | 2.3.1 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | narwhals | 2.24.0 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpy | 2.4.6 | indirect |
| PyPI | numpy | 2.5.1 | indirect |
| PyPI | nvidia-ml-py | 13.610.43 | indirect |
| PyPI | oauthlib | 3.3.1 | indirect |
| PyPI | ollama | — | indirect |
| PyPI | ollama | 0.5.3 | indirect |
| PyPI | openai | — | indirect |
| PyPI | openai | 2.53.0 | indirect |
| PyPI | openai-agents | 0.19.4 | indirect |
| PyPI | openai-chatkit | — | indirect |
| PyPI | openai-chatkit | 1.6.5 | indirect |
| PyPI | opentelemetry-api | — | indirect |
| PyPI | opentelemetry-api | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-otlp | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.43.0 | indirect |
| PyPI | opentelemetry-instrumentation | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-asgi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-dbapi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-django | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-fastapi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-flask | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-httpx | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-logging | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-openai-agents-v2 | 0.1.0 | indirect |
| PyPI | opentelemetry-instrumentation-openai-v2 | 2.3b0 | indirect |
| PyPI | opentelemetry-instrumentation-psycopg2 | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-requests | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-urllib | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-urllib3 | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-wsgi | 0.64b0 | indirect |
| PyPI | opentelemetry-proto | 1.43.0 | indirect |
| PyPI | opentelemetry-resource-detector-azure | 0.1.5 | indirect |
| PyPI | opentelemetry-sdk | — | indirect |
| PyPI | opentelemetry-sdk | 1.43.0 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | indirect |
| PyPI | opentelemetry-util-genai | 0.3b0 | indirect |
| PyPI | opentelemetry-util-http | 0.64b0 | indirect |
| PyPI | ordered-set | 4.1.0 | indirect |
| PyPI | orderedmultidict | 1.0.2 | indirect |
| PyPI | orderly-set | 5.5.0 | indirect |
| PyPI | orjson | — | indirect |
| PyPI | orjson | 3.11.9 | indirect |
| PyPI | packaging | 24.2 | indirect |
| PyPI | pandas | 3.0.5 | indirect |
| PyPI | pastel | 0.2.1 | indirect |
| PyPI | pathspec | 1.1.1 | indirect |
| PyPI | pfzy | 0.3.4 | indirect |
| PyPI | pillow | 12.3.0 | indirect |
| PyPI | pip | 26.2.1 | indirect |
| PyPI | plotly | 6.9.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | poethepoet | 0.46.0 | indirect |
| PyPI | poethepoet | 0.48.0 | indirect |
| PyPI | polars | 1.43.2 | indirect |
| PyPI | polars-runtime-32 | 1.43.2 | indirect |
| PyPI | portalocker | 3.2.0 | indirect |
| PyPI | portpicker | 1.6.0 | indirect |
| PyPI | posthog | 7.38.3 | indirect |
| PyPI | powerfx | 0.0.34 | indirect |
| PyPI | prek | 0.4.11 | indirect |
| PyPI | prek | 0.4.3 | indirect |
| PyPI | priority | 2.0.0 | indirect |
| PyPI | prompt-toolkit | 3.0.53 | indirect |
| PyPI | prompty | — | indirect |
| PyPI | prompty | 2.0.0b3 | indirect |
| PyPI | propcache | 0.5.2 | indirect |
| PyPI | proto-plus | 1.28.3 | indirect |
| PyPI | protobuf | 6.33.6 | indirect |
| PyPI | psutil | — | indirect |
| PyPI | psutil | 7.0.0 | indirect |
| PyPI | pyarrow | — | indirect |
| PyPI | pyarrow | 25.0.0 | indirect |
| PyPI | pyasn1 | 0.6.4 | indirect |
| PyPI | pyasn1-modules | 0.4.2 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic | — | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-argparse | 0.10.0 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pydantic-monty | — | indirect |
| PyPI | pydantic-monty | 0.0.19 | indirect |
| PyPI | pydantic-monty-runtime | 0.0.19 | indirect |
| PyPI | pydantic-settings | 2.15.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyjwt | 2.13.0 | indirect |
| PyPI | pynacl | 1.6.2 | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pyrefly | 1.2.0 | indirect |
| PyPI | pyright | 1.1.408 | indirect |
| PyPI | pyright | 1.1.411 | indirect |
| PyPI | pyroscope-io | 0.8.16 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-asyncio | — | indirect |
| PyPI | pytest-asyncio | 1.4.0 | indirect |
| PyPI | pytest-cov | — | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | pytest-retry | 1.7.0 | indirect |
| PyPI | pytest-timeout | 2.4.0 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-dateutil | — | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | — | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | python-multipart | 0.0.32 | indirect |
| PyPI | python-ulid | 4.0.1 | indirect |
| PyPI | pythonnet | 3.0.5 | indirect |
| PyPI | pytz | 2026.3.post1 | indirect |
| PyPI | pywin32 | 312 | indirect |
| PyPI | pyyaml | — | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | qdrant-client | 1.19.0 | indirect |
| PyPI | redis | — | indirect |
| PyPI | redis | 7.1.1 | indirect |
| PyPI | redisvl | — | indirect |
| PyPI | redisvl | 0.15.0 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | regex | 2026.7.19 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | requests-oauthlib | 2.0.0 | indirect |
| PyPI | restrictedpython | 8.4 | indirect |
| PyPI | rich | — | indirect |
| PyPI | rich | 13.9.4 | indirect |
| PyPI | rpds-py | 2026.6.3 | indirect |
| PyPI | rq | 2.10.0 | indirect |
| PyPI | ruff | 0.15.15 | indirect |
| PyPI | ruff | 0.16.3 | indirect |
| PyPI | s3transfer | 0.19.2 | indirect |
| PyPI | scikit-learn | 1.9.0 | indirect |
| PyPI | scipy | 1.17.1 | indirect |
| PyPI | scipy | 1.18.0 | indirect |
| PyPI | seaborn | 0.13.2 | indirect |
| PyPI | setproctitle | 1.3.7 | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | setuptools | 83.0.0 | indirect |
| PyPI | six | — | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | soundfile | 0.14.0 | indirect |
| PyPI | sqlalchemy | 2.0.51 | indirect |
| PyPI | sse-starlette | — | indirect |
| PyPI | sse-starlette | 3.4.8 | indirect |
| PyPI | starlette | — | indirect |
| PyPI | starlette | 1.4.1 | indirect |
| PyPI | sympy | — | indirect |
| PyPI | sympy | 1.14.0 | indirect |
| PyPI | tabulate | 0.10.0 | indirect |
| PyPI | tau2 | — | indirect |
| PyPI | tau2 | 0.0.1 | indirect |
| PyPI | tenacity | 9.1.4 | indirect |
| PyPI | termcolor | 2.4.0 | indirect |
| PyPI | threadpoolctl | 3.6.0 | indirect |
| PyPI | tiktoken | — | indirect |
| PyPI | tiktoken | 0.13.0 | indirect |
| PyPI | tokenizers | 0.23.1 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | tomli-w | 1.2.0 | indirect |
| PyPI | tqdm | — | indirect |
| PyPI | tqdm | 4.70.0 | indirect |
| PyPI | ty | 0.0.72 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20260518 | indirect |
| PyPI | types-pyyaml | 6.0.12.20260518 | indirect |
| PyPI | typing-extensions | — | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | tzdata | 2026.3 | indirect |
| PyPI | tzlocal | 5.4.4 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | uv | 0.11.17 | indirect |
| PyPI | uv | 0.12.5 | indirect |
| PyPI | uv-build | — | indirect |
| PyPI | uvicorn | — | indirect |
| PyPI | uvicorn | 0.52.1 | indirect |
| PyPI | uvicorn-worker | 0.4.0 | indirect |
| PyPI | uvloop | 0.22.1 | indirect |
| PyPI | watchdog | 6.0.0 | indirect |
| PyPI | watchfiles | 1.2.0 | indirect |
| PyPI | wcwidth | 0.8.2 | indirect |
| PyPI | websockets | 15.0.1 | indirect |
| PyPI | werkzeug | 3.1.8 | indirect |
| PyPI | wheel | — | indirect |
| PyPI | win32-setctime | 1.2.0 | indirect |
| PyPI | wrapt | 1.17.3 | indirect |
| PyPI | wsproto | 1.3.2 | indirect |
| PyPI | yarl | 1.24.5 | indirect |
| PyPI | zipp | 4.1.0 | indirect |
| PyPI | zuban | 0.9.1 | indirect |
Dependency advisories 6
This repository publishes no package the index resolves, so its own dependency graph was assessed — 784 packages, which also include development and test pins that never ship: 6 carry known advisories, of which 0 are direct. 216 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| brace-expansion | 1.1.16 | indirect | high | 2 | 5.0.9 |
| brace-expansion | 2.1.2 | indirect | high | 2 | 5.0.9 |
| cryptography | 48.0.1 | indirect | high | 6 | 50.0.0 |
| nanoid | 3.3.16 | indirect | high | 1 | 5.1.6 |
| nanoid | 3.3.17 | indirect | high | 1 | 5.1.6 |
| ajv | 6.12.6 | indirect | moderate | 1 | 8.18.0 |
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.