Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 18:19 UTC

microsoft / semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

C# · PythonMIT★ 28,564 stars⑂ 4,770 forkssince Feb 2023View on GitHub ↗
KindLibraryMCP serverhow this is determined
#ai#artificial-intelligence#llm#openai#sdk

microsoft/semantic-kernel holds a health index of 99 out of 100, placing it in the Exceptional band. It scores highest on Community & Adoption (96/100) and lowest on Security (63/100). It was last updated 5 days ago. 7 contributors account for most of its recent work.

99
overall / 100
Exceptional

Software 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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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 89 is calibrated to 99 on the published index scale (record calibration 2026-08-02).

Ownership

MicrosoftOrganization · verified domain
129,812 followers8,303 public repossince Dec 2013

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIsemantic-kernel1.44.1-13741 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

94Exceptional · 21% of overall

Development activity

97Exceptional
How it's scored
36/36Push recency — last push 5 days ago
33.2/36Commit cadence — 48/52 weeks with commits
18/18Commit volume — 321 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year321
human_commit_share0.78
days_since_last_push5
active_weeks_last_year48

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~12.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagdotnet-1.80.1
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases12.5

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

96Exceptional · 17% of overall

Popularity & adoption

99Exceptional
How it's scored
60/60Stars — 28,564 stars
25/25Forks — 4,770 forks
13.8/15Watchers — 306 watchers
Inputs used
forks4,770
stars28,564
watchers306
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

94Exceptional · 23% of overall

Maintainer resilience (bus factor)

95Exceptional
How it's scored
51.3/54Bus factor — 7 contributor(s) cover half of all commits
20.1/22.5Commit distribution — top contributor authored 10% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Inputs used
bus_factor7
contributors_sampled98
top_contributor_share0.105

Issue & PR responsiveness

80Excellent
How it's scored
41.2/42Issue resolution — 98% of issues closed
23.9/30PR acceptance — 5,625/7,050 decided PRs merged
1.1/13Newcomer PR acceptance — 1/12 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 26/27 approved changesets -- score normalized to 9
Inputs used
merged_prs5,625
open_issues99
closed_issues4,857
prs_merged_7d1
prs_decided_7d4
prs_merged_30d15
prs_decided_30d27
issue_closed_ratio0.98
closed_unmerged_prs1,425
first_time_authors_30d6
first_time_prs_merged_30d1
first_time_prs_decided_30d12

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 129,812 followers of microsoft
25/25Track record — 8,303 public repos, account ~12 yr old
Inputs used
followers129,812
owner_typeOrganization
is_verifiedyes
owner_loginmicrosoft
public_repos8,303
account_age_days4,662

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 41 days ago
20/20Version history — 137 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagessemantic-kernel
ecosystemspypi
any_deprecatedno
min_days_since_publish41

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 22 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, python/pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://aka.ms/semantic-kernel
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsai, artificial-intelligence, llm, openai, sdk
has_wikino
homepagehttps://aka.ms/semantic-kernel
docs_sitehttps://aka.ms/semantic-kernel
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

63Moderate · 16% of overall

Security posture

57Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
6.8/7.5Code-Review — Found 26/27 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 13 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 55 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.7
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

85Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
14.4/25Indirect dependencies free of known advisories — 1 affected: werkzeug 3.1.1 (moderate 5.3)
35.3/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 288 days ago
Inputs used
sourceosv
advisories6
affected_packages1
assessed_packages92
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Matched the pypi:semantic-kernel@1.44.1 runtime dependency closure — what installing the published package pulls in — 92 packages. 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.

86Excellent · 4% of overall

Agent context & guidance

55Moderate
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.trychroma.com/llms.txt)
40/40Legible commit history — 78 of 78 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.trychroma.com/llms.txt
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

98Exceptional
How it's scored
18/18One-command bootstrap — python/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, python/pyproject.toml ([tool.ruff])
11/11Static type checking — dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 50 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 22 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfileyes
typed_languageyes
bootstrap_filespython/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configsdotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
agent_commit_share0.5
toolchain_manifestsdotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj, dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj, dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/AzureOpenAI_Step04_ToolCall_WithOpenAPI.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj, dotnet/samples/Concepts/Concepts.csproj, dotnet/samples/Demos/A2AClientServer/A2AClient/A2AClient.csproj, dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.csproj, dotnet/samples/Demos/AIModelRouter/AIModelRouter.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.ApiService/ChatWithAgent.ApiService.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.AppHost/ChatWithAgent.AppHost.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.Configuration/ChatWithAgent.Configuration.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.ServiceDefaults/ChatWithAgent.ServiceDefaults.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.Web/ChatWithAgent.Web.csproj, dotnet/samples/Demos/AmazonBedrockModels/AmazonBedrockAIModels.csproj, dotnet/samples/Demos/AotCompatibility/AotCompatibility.csproj, dotnet/samples/Demos/BookingRestaurant/BookingRestaurant.csproj, dotnet/samples/Demos/CodeInterpreterPlugin/CodeInterpreterPlugin.csproj, dotnet/samples/Demos/ContentSafety/ContentSafety.csproj, dotnet/samples/Demos/CopilotAgentPlugins/CopilotAgentPluginsDemoSample/CopilotAgentPluginsDemoSample.csproj, dotnet/samples/Demos/FunctionInvocationApproval/FunctionInvocationApproval.csproj, dotnet/samples/Demos/HomeAutomation/HomeAutomation.csproj, dotnet/samples/Demos/HuggingFaceImageToText/HuggingFaceImageToText.csproj, dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/MCPClient.csproj, dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/MCPServer.csproj, dotnet/samples/Demos/ModelContextProtocolPlugin/ModelContextProtocolPlugin.csproj, dotnet/samples/Demos/ModelContextProtocolPluginAuth/ModelContextProtocolPluginAuth.csproj, dotnet/samples/Demos/OllamaFunctionCalling/OllamaFunctionCalling.csproj, dotnet/samples/Demos/OnnxSimpleChatWithCuda/OnnxSimpleChatWithCuda.csproj, dotnet/samples/Demos/OnnxSimpleRAG/OnnxSimpleRAG.csproj, dotnet/samples/Demos/OpenAIRealtime/OpenAIRealtime.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.AppHost/ProcessFramework.Aspire.AppHost.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.ProcessOrchestrator/ProcessFramework.Aspire.ProcessOrchestrator.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.ServiceDefaults/ProcessFramework.Aspire.ServiceDefaults.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.Shared/ProcessFramework.Aspire.Shared.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.SummaryAgent/ProcessFramework.Aspire.SummaryAgent.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.TranslatorAgent/ProcessFramework.Aspire.TranslatorAgent.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.AppHost/ProcessFramework.Aspire.SignalR.AppHost.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ProcessOrchestrator/ProcessFramework.Aspire.SignalR.ProcessOrchestrator.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ServiceDefaults/ProcessFramework.Aspire.SignalR.ServiceDefaults.csproj, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/ProcessWithCloudEvents.Grpc.csproj, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Processes/ProcessWithCloudEvents.Processes.csproj, dotnet/samples/Demos/ProcessWithDapr/ProcessWithDapr.csproj, dotnet/samples/Demos/QualityCheck/QualityCheckWithFilters/QualityCheckWithFilters.csproj, dotnet/samples/Demos/StepwisePlannerMigration/StepwisePlannerMigration.csproj, dotnet/samples/Demos/StructuredDataPlugin/StructuredDataPlugin.csproj, dotnet/samples/Demos/TelemetryWithAppInsights/TelemetryWithAppInsights.csproj, dotnet/samples/Demos/TimePlugin/TimePlugin.csproj, dotnet/samples/Demos/VectorStoreRAG/VectorStoreRAG.csproj, dotnet/samples/Demos/VoiceChat/VoiceChat.csproj, dotnet/samples/GettingStarted/GettingStarted.csproj, dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj, dotnet/samples/GettingStartedWithProcesses/GettingStartedWithProcesses.csproj, dotnet/samples/GettingStartedWithTextSearch/GettingStartedWithTextSearch.csproj, dotnet/samples/GettingStartedWithVectorStores/GettingStartedWithVectorStores.csproj, dotnet/samples/LearnResources/LearnResources.csproj, dotnet/src/Agents/A2A/Agents.A2A.csproj, dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj, dotnet/src/Agents/AzureAI/Agents.AzureAI.csproj, dotnet/src/Agents/Bedrock/Agents.Bedrock.csproj, dotnet/src/Agents/Copilot/Agents.CopilotStudio.csproj, dotnet/src/Agents/Core/Agents.Core.csproj, dotnet/src/Agents/Magentic/Agents.Magentic.csproj, dotnet/src/Agents/OpenAI/Agents.OpenAI.csproj, dotnet/src/Agents/Orchestration/Agents.Orchestration.csproj, dotnet/src/Agents/Runtime/Abstractions.Tests/Runtime.Abstractions.UnitTests.csproj, dotnet/src/Agents/Runtime/Abstractions/Runtime.Abstractions.csproj, dotnet/src/Agents/Runtime/Core.Tests/Runtime.Core.UnitTests.csproj, dotnet/src/Agents/Runtime/Core/Runtime.Core.csproj, dotnet/src/Agents/Runtime/InProcess.Tests/Runtime.InProcess.UnitTests.csproj, dotnet/src/Agents/Runtime/InProcess/Runtime.InProcess.csproj, dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj, dotnet/src/Agents/Yaml/Agents.Yaml.csproj, dotnet/src/Connectors/Connectors.Amazon.UnitTests/Connectors.Amazon.UnitTests.csproj, dotnet/src/Connectors/Connectors.Amazon/Connectors.Amazon.csproj, dotnet/src/Connectors/Connectors.AzureAIInference.UnitTests/Connectors.AzureAIInference.UnitTests.csproj, dotnet/src/Connectors/Connectors.AzureAIInference/Connectors.AzureAIInference.csproj, dotnet/src/Connectors/Connectors.AzureOpenAI.UnitTests/Connectors.AzureOpenAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.AzureOpenAI/Connectors.AzureOpenAI.csproj, dotnet/src/Connectors/Connectors.Google.UnitTests/Connectors.Google.UnitTests.csproj, dotnet/src/Connectors/Connectors.Google/Connectors.Google.csproj, dotnet/src/Connectors/Connectors.HuggingFace.UnitTests/Connectors.HuggingFace.UnitTests.csproj, dotnet/src/Connectors/Connectors.HuggingFace/Connectors.HuggingFace.csproj, dotnet/src/Connectors/Connectors.MistralAI.UnitTests/Connectors.MistralAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.MistralAI/Connectors.MistralAI.csproj, dotnet/src/Connectors/Connectors.Ollama.UnitTests/Connectors.Ollama.UnitTests.csproj, dotnet/src/Connectors/Connectors.Ollama/Connectors.Ollama.csproj, dotnet/src/Connectors/Connectors.Onnx.UnitTests/Connectors.Onnx.UnitTests.csproj, dotnet/src/Connectors/Connectors.Onnx/Connectors.Onnx.csproj, dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Connectors.OpenAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.OpenAI/Connectors.OpenAI.csproj, dotnet/src/Experimental/Orchestration.Flow.IntegrationTests/Experimental.Orchestration.Flow.IntegrationTests.csproj, dotnet/src/Experimental/Orchestration.Flow.UnitTests/Experimental.Orchestration.Flow.UnitTests.csproj, dotnet/src/Experimental/Orchestration.Flow/Experimental.Orchestration.Flow.csproj, dotnet/src/Experimental/Process.Abstractions/Process.Abstractions.csproj, dotnet/src/Experimental/Process.Core/Process.Core.csproj, dotnet/src/Experimental/Process.IntegrationTestHost.Dapr/Process.IntegrationTestHost.Dapr.csproj, dotnet/src/Experimental/Process.IntegrationTestRunner.Dapr/Process.IntegrationTestRunner.Dapr.csproj, dotnet/src/Experimental/Process.IntegrationTestRunner.Local/Process.IntegrationTestRunner.Local.csproj, dotnet/src/Experimental/Process.IntegrationTests.Resources/Process.IntegrationTests.Resources.csproj, dotnet/src/Experimental/Process.IntegrationTests.Shared/Process.IntegrationTests.Shared.csproj, dotnet/src/Experimental/Process.LocalRuntime/Process.LocalRuntime.csproj, dotnet/src/Experimental/Process.Runtime.Dapr.UnitTests/Process.Runtime.Dapr.UnitTests.csproj, dotnet/src/Experimental/Process.Runtime.Dapr/Process.Runtime.Dapr.csproj, dotnet/src/Experimental/Process.UnitTests/Process.UnitTests.csproj, dotnet/src/Experimental/Process.Utilities.UnitTests/Process.Utilities.UnitTests.csproj, dotnet/src/Extensions/Extensions.UnitTests/Extensions.UnitTests.csproj, dotnet/src/Extensions/PromptTemplates.Handlebars/PromptTemplates.Handlebars.csproj, dotnet/src/Extensions/PromptTemplates.Liquid.UnitTests/PromptTemplates.Liquid.UnitTests.csproj, dotnet/src/Extensions/PromptTemplates.Liquid/PromptTemplates.Liquid.csproj, dotnet/src/Functions/Functions.Grpc/Functions.Grpc.csproj, dotnet/src/Functions/Functions.Markdown/Functions.Markdown.csproj, dotnet/src/Functions/Functions.OpenApi.Extensions/Functions.OpenApi.Extensions.csproj, dotnet/src/Functions/Functions.OpenApi/Functions.OpenApi.csproj, dotnet/src/Functions/Functions.Prompty.UnitTests/Functions.Prompty.UnitTests.csproj, dotnet/src/Functions/Functions.Prompty/Functions.Prompty.csproj, dotnet/src/Functions/Functions.UnitTests/Functions.UnitTests.csproj, dotnet/src/Functions/Functions.Yaml/Functions.Yaml.csproj, dotnet/src/IntegrationTests/IntegrationTests.csproj, dotnet/src/Plugins/Plugins.AI.UnitTests/Plugins.AI.UnitTests.csproj, dotnet/src/Plugins/Plugins.AI/Plugins.AI.csproj, dotnet/src/Plugins/Plugins.Core/Plugins.Core.csproj, dotnet/src/Plugins/Plugins.Document/Plugins.Document.csproj, dotnet/src/Plugins/Plugins.Memory/Plugins.Memory.csproj, dotnet/src/Plugins/Plugins.MsGraph/Plugins.MsGraph.csproj, dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj, dotnet/src/Plugins/Plugins.UnitTests/Plugins.UnitTests.csproj, dotnet/src/Plugins/Plugins.Web/Plugins.Web.csproj, dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj, dotnet/src/SemanticKernel.AotTests/SemanticKernel.AotTests.csproj, dotnet/src/SemanticKernel.Core/SemanticKernel.Core.csproj, dotnet/src/SemanticKernel.MetaPackage/SemanticKernel.MetaPackage.csproj, dotnet/src/SemanticKernel.UnitTests/SemanticKernel.UnitTests.csproj, dotnet/src/VectorData/Chroma/Chroma.csproj, dotnet/src/VectorData/Milvus/Milvus.csproj, dotnet/test/VectorData/Chroma.UnitTests/Chroma.UnitTests.csproj
dependency_bot_commit_share0.22

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — C# (statically typed)
54.9/55Manageable file sizes — 9/3,678 source files over 60KB
Inputs used
primary_languageC#
largest_source_bytes112,844
source_files_sampled3,678
oversized_source_files9

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml
20/20MCP server
40/40Runnable examples — demos, notebooks, samples
Inputs used
example_dirsdemos, notebooks, samples
has_mcp_signalyes
api_schema_filesdotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml
interfaces_expected_of—

Key facts

28,564GitHub stars
98contributors
321commits, last 12 months
5days since last push
100releases
7bus factor
99open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'semantic-kernel' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

More detail

Star and fork history 0 ★ / 4,770 ⇿
0Stars
4,770Forks
56Releases

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.

3,6003,8004,0004,2004,4004,6004,8004,770152025-062026-022026-09
Major 0Minor 0Patch 0

Each point covers 2 days.

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).Scorecard v5.5.0 · 2026-09-16 18:18 UTC

10Binary-Artifactsno binaries found in the repo
9Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
9Code-ReviewFound 26/27 approved changesets -- score normalized to 9
10Contributorsproject has 13 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities55 existing vulnerabilities detected
Direct dependencies 25
RegistryPackageVersion constraintManifest
PyPIazure-ai-projects>= 1.0,< 2.5python/pyproject.toml
PyPIazure-ai-agents>= 1.2.0b3python/pyproject.toml
PyPIaiohttp~= 3.8python/pyproject.toml
PyPIcloudevents>=1,<3python/pyproject.toml
PyPIpydantic>=2.0,!=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.14python/pyproject.toml
PyPIpydantic-settings~= 2.0python/pyproject.toml
PyPIdefusedxml~= 0.7python/pyproject.toml
PyPIazure-identity>= 1.13python/pyproject.toml
PyPInumpy>= 1.25.0python/pyproject.toml
PyPInumpy>= 1.26.0python/pyproject.toml
PyPIopenai>= 2.0.0python/pyproject.toml
PyPIopenapi_core>= 0.18,<0.20python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPIopentelemetry-api~= 1.24python/pyproject.toml
PyPIopentelemetry-sdk~= 1.24python/pyproject.toml
PyPIprance>= 23.6.21,< 26.7.20python/pyproject.toml
PyPIpybars4~= 0.9python/pyproject.toml
PyPIjinja2~= 3.1python/pyproject.toml
PyPInest-asyncio~= 1.6python/pyproject.toml
PyPIscipy>=1.15.1python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPItyping-extensions>=4.13python/pyproject.toml
PyPImcp>=1.26.0,<2.0python/pyproject.toml
All dependencies 1,013

Full resolved dependency set from the GitHub dependency graph: 40 direct and 973 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiohttp—direct
PyPIaiohttp3.14.3direct
PyPIaiortc1.13.0direct
PyPIaiortc1.14.0direct
PyPIazure-ai-agents1.2.0b6direct
PyPIazure-ai-projects1.0.0direct
PyPIazure-ai-projects2.4.0direct
PyPIazure-identity—direct
PyPIazure-identity1.23.0direct
PyPIazure-identity1.25.2direct
PyPIcloudevents1.12.0direct
PyPIdefusedxml0.7.1direct
PyPIjinja23.1.6direct
PyPImcp1.28.1direct
PyPInest-asyncio1.6.0direct
PyPInumpy1.26.4direct
PyPInumpy2.2.6direct
PyPInumpy2.3.1direct
PyPIopenai2.26.0direct
PyPIopenai3.3.1direct
PyPIopenapi-core0.19.4direct
PyPIopentelemetry-api1.34.1direct
PyPIopentelemetry-api1.40.0direct
PyPIopentelemetry-sdk1.34.1direct
PyPIopentelemetry-sdk1.40.0direct
PyPIprance25.4.8.0direct
PyPIpybars40.9.13direct
PyPIpydantic—direct
PyPIpydantic2.11.10direct
PyPIpydantic2.11.7direct
PyPIpydantic2.13.4direct
PyPIpydantic2.13.5direct
PyPIpydantic-settings2.10.1direct
PyPIpydantic-settings2.14.2direct
PyPIscipy1.15.3direct
PyPIscipy1.16.0direct
PyPIscipy1.17.1direct
PyPItyping-extensions4.14.1direct
PyPItyping-extensions4.15.0direct
PyPIwebsockets15.0.1direct
npm@babel/runtime7.27.0indirect
npm@ctrl/tinycolor3.6.1indirect
npm@emnapi/core1.10.0indirect
npm@emnapi/core1.11.1indirect
npm@emnapi/runtime1.10.0indirect
npm@emnapi/runtime1.11.1indirect
npm@emnapi/wasi-threads1.2.1indirect
npm@emnapi/wasi-threads1.2.2indirect
npm@emotion/hash0.9.2indirect
npm@eslint-community/eslint-utils4.5.1indirect
npm@eslint-community/regexpp4.12.1indirect
npm@eslint/config-array0.20.0indirect
npm@eslint/config-helpers0.2.1indirect
npm@eslint/core0.12.0indirect
npm@eslint/core0.13.0indirect
npm@eslint/eslintrc3.3.1indirect
npm@eslint/js9.24.0indirect
npm@eslint/object-schema2.1.6indirect
npm@eslint/plugin-kit0.2.8indirect
npm@floating-ui/core1.6.9indirect
npm@floating-ui/core1.7.3indirect
npm@floating-ui/devtools0.2.3indirect
npm@floating-ui/dom1.6.13indirect
npm@floating-ui/dom1.7.4indirect
npm@floating-ui/utils0.2.10indirect
npm@floating-ui/utils0.2.9indirect
npm@fluentui-contrib/react-chat0.1.10indirect
npm@fluentui-contrib/react-chat0.2.2indirect
npm@fluentui/keyboard-keys9.0.8indirect
npm@fluentui/priority-overflow9.2.1indirect
npm@fluentui/react-accordion9.8.14indirect
npm@fluentui/react-alert9.0.0-beta.124indirect
npm@fluentui/react-alert9.0.0-beta.129indirect
npm@fluentui/react-aria9.17.6indirect
npm@fluentui/react-avatar9.9.12indirect
npm@fluentui/react-badge9.4.11indirect
npm@fluentui/react-breadcrumb9.3.12indirect
npm@fluentui/react-button9.6.12indirect
npm@fluentui/react-card9.5.6indirect
npm@fluentui/react-carousel9.8.12indirect
npm@fluentui/react-checkbox9.5.11indirect
npm@fluentui/react-color-picker9.2.11indirect
npm@fluentui/react-combobox9.16.12indirect
npm@fluentui/react-components9.61.6indirect
npm@fluentui/react-components9.72.7indirect
npm@fluentui/react-context-selector9.2.12indirect
npm@fluentui/react-dialog9.16.3indirect
npm@fluentui/react-divider9.4.11indirect
npm@fluentui/react-drawer9.10.9indirect
npm@fluentui/react-field9.4.11indirect
npm@fluentui/react-icons2.0.315indirect
npm@fluentui/react-image9.3.11indirect
npm@fluentui/react-infobutton9.0.0-beta.102indirect
npm@fluentui/react-infobutton9.0.0-beta.107indirect
npm@fluentui/react-infolabel9.4.12indirect
npm@fluentui/react-input9.7.11indirect
npm@fluentui/react-jsx-runtime9.3.3indirect
npm@fluentui/react-label9.3.11indirect
npm@fluentui/react-link9.7.0indirect
npm@fluentui/react-list9.6.6indirect
npm@fluentui/react-menu9.20.5indirect
npm@fluentui/react-message-bar9.6.14indirect
npm@fluentui/react-motion9.11.4indirect
npm@fluentui/react-motion-components-preview0.14.1indirect
npm@fluentui/react-nav9.3.14indirect
npm@fluentui/react-overflow9.6.5indirect
npm@fluentui/react-persona9.5.12indirect
npm@fluentui/react-popover9.12.12indirect
npm@fluentui/react-portal9.8.8indirect
npm@fluentui/react-positioning9.20.10indirect
npm@fluentui/react-progress9.4.11indirect
npm@fluentui/react-provider9.22.11indirect
npm@fluentui/react-radio9.5.11indirect
npm@fluentui/react-rating9.3.11indirect
npm@fluentui/react-search9.3.11indirect
npm@fluentui/react-select9.4.11indirect
npm@fluentui/react-shared-contexts9.26.0indirect
npm@fluentui/react-skeleton9.4.11indirect
npm@fluentui/react-slider9.5.11indirect
npm@fluentui/react-spinbutton9.5.11indirect
npm@fluentui/react-spinner9.7.11indirect
npm@fluentui/react-swatch-picker9.4.11indirect
npm@fluentui/react-switch9.4.11indirect
npm@fluentui/react-table9.19.5indirect
npm@fluentui/react-tabs9.10.7indirect
npm@fluentui/react-tabster9.26.10indirect
npm@fluentui/react-tag-picker9.7.12indirect
npm@fluentui/react-tags9.7.12indirect
npm@fluentui/react-teaching-popover9.6.12indirect
npm@fluentui/react-text9.6.11indirect
npm@fluentui/react-textarea9.6.11indirect
npm@fluentui/react-theme9.2.0indirect
npm@fluentui/react-toast9.7.9indirect
npm@fluentui/react-toolbar9.6.12indirect
npm@fluentui/react-tooltip9.8.11indirect
npm@fluentui/react-tree9.15.6indirect
npm@fluentui/react-utilities9.25.4indirect
npm@fluentui/react-virtualizer9.0.0-alpha.107indirect
npm@fluentui/react-virtualizer9.0.0-alpha.95indirect
npm@fluentui/tokens1.0.0-alpha.22indirect
npm@griffel/core1.19.2indirect
npm@griffel/react1.5.32indirect
npm@griffel/style-types1.3.0indirect
npm@humanfs/core0.19.1indirect
npm@humanfs/node0.16.6indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/retry0.3.1indirect
npm@humanwhocodes/retry0.4.2indirect
npm@microsoft/signalr8.0.7indirect
npm@napi-rs/wasm-runtime1.1.6indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
npm@oxc-project/types0.133.0indirect
npm@oxc-project/types0.139.0indirect
npm@protobuf-ts/grpcweb-transport2.9.6indirect
npm@protobuf-ts/plugin2.9.6indirect
npm@protobuf-ts/plugin-framework2.9.6indirect
npm@protobuf-ts/protoc2.9.6indirect
npm@protobuf-ts/runtime2.9.6indirect
npm@protobuf-ts/runtime-rpc2.9.6indirect
npm@rolldown/binding-android-arm641.0.3indirect
npm@rolldown/binding-android-arm641.1.5indirect
npm@rolldown/binding-darwin-arm641.0.3indirect
npm@rolldown/binding-darwin-arm641.1.5indirect
npm@rolldown/binding-darwin-x641.0.3indirect
npm@rolldown/binding-darwin-x641.1.5indirect
npm@rolldown/binding-freebsd-x641.0.3indirect
npm@rolldown/binding-freebsd-x641.1.5indirect
npm@rolldown/binding-linux-arm-gnueabihf1.0.3indirect
npm@rolldown/binding-linux-arm-gnueabihf1.1.5indirect
npm@rolldown/binding-linux-arm64-gnu1.0.3indirect
npm@rolldown/binding-linux-arm64-gnu1.1.5indirect
npm@rolldown/binding-linux-arm64-musl1.0.3indirect
npm@rolldown/binding-linux-arm64-musl1.1.5indirect
npm@rolldown/binding-linux-ppc64-gnu1.0.3indirect
npm@rolldown/binding-linux-ppc64-gnu1.1.5indirect
npm@rolldown/binding-linux-s390x-gnu1.0.3indirect
npm@rolldown/binding-linux-s390x-gnu1.1.5indirect
npm@rolldown/binding-linux-x64-gnu1.0.3indirect
npm@rolldown/binding-linux-x64-gnu1.1.5indirect
npm@rolldown/binding-linux-x64-musl1.0.3indirect
npm@rolldown/binding-linux-x64-musl1.1.5indirect
npm@rolldown/binding-openharmony-arm641.0.3indirect
npm@rolldown/binding-openharmony-arm641.1.5indirect
npm@rolldown/binding-wasm32-wasi1.0.3indirect
npm@rolldown/binding-wasm32-wasi1.1.5indirect
npm@rolldown/binding-win32-arm64-msvc1.0.3indirect
npm@rolldown/binding-win32-arm64-msvc1.1.5indirect
npm@rolldown/binding-win32-x64-msvc1.0.3indirect
npm@rolldown/binding-win32-x64-msvc1.1.5indirect
npm@rolldown/pluginutils1.0.1indirect
npm@rollup/rollup-linux-x64-gnu4.53.3indirect
npm@swc/helpers0.5.15indirect
npm@swc/helpers0.5.17indirect
npm@tybys/wasm-util0.10.3indirect
npm@types/debug4.1.12indirect
npm@types/estree1.0.7indirect
npm@types/estree1.0.8indirect
npm@types/estree-jsx1.0.5indirect
npm@types/hast3.0.4indirect
npm@types/json-schema7.0.15indirect
npm@types/mdast4.0.4indirect
npm@types/ms2.1.0indirect
npm@types/react19.2.7indirect
npm@types/react-dom19.2.3indirect
npm@types/unist2.0.11indirect
npm@types/unist3.0.3indirect
npm@typescript-eslint/eslint-plugin8.29.1indirect
npm@typescript-eslint/parser8.29.1indirect
npm@typescript-eslint/scope-manager8.29.1indirect
npm@typescript-eslint/type-utils8.29.1indirect
npm@typescript-eslint/types8.29.1indirect
npm@typescript-eslint/typescript-estree8.29.1indirect
npm@typescript-eslint/utils8.29.1indirect
npm@typescript-eslint/visitor-keys8.29.1indirect
npm@ungap/structured-clone1.3.0indirect
npm@vitejs/plugin-react6.0.2indirect
npm@vitejs/plugin-react6.0.3indirect
npmabort-controller3.0.0indirect
npmacorn8.14.1indirect
npmacorn-jsx5.3.2indirect
npmagent-base6.0.2indirect
npmajv6.12.6indirect
npmansi-styles4.3.0indirect
npmargparse2.0.1indirect
npmasynckit0.4.0indirect
npmaxios1.18.0indirect
npmaxios1.18.1indirect
npmbail2.0.2indirect
npmbalanced-match1.0.2indirect
npmbrace-expansion1.1.16indirect
npmbrace-expansion1.1.18indirect
npmbrace-expansion2.1.2indirect
npmbrace-expansion2.1.4indirect
npmbraces3.0.3indirect
npmcall-bind-apply-helpers1.0.2indirect
npmcallsites3.1.0indirect
npmccount2.0.1indirect
npmchalk4.1.2indirect
npmcharacter-entities2.0.2indirect
npmcharacter-entities-html42.1.0indirect
npmcharacter-entities-legacy3.0.0indirect
npmcharacter-reference-invalid2.0.1indirect
npmcolor-convert2.0.1indirect
npmcolor-name1.1.4indirect
npmcombined-stream1.0.8indirect
npmcomma-separated-tokens2.0.3indirect
npmconcat-map0.0.1indirect
npmcross-spawn7.0.6indirect
npmcsstype3.2.3indirect
npmdebug4.4.0indirect
npmdebug4.4.3indirect
npmdecode-named-character-reference1.1.0indirect
npmdeep-is0.1.4indirect
npmdelayed-stream1.0.0indirect
npmdequal2.0.3indirect
npmdetect-libc2.1.2indirect
npmdevlop1.1.0indirect
npmdunder-proto1.0.1indirect
npmembla-carousel8.6.0indirect
npmembla-carousel-autoplay8.6.0indirect
npmembla-carousel-fade8.6.0indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-object-atoms1.1.1indirect
npmes-set-tostringtag2.1.0indirect
npmescape-string-regexp4.0.0indirect
npmeslint9.24.0indirect
npmeslint-plugin-react-hooks5.2.0indirect
npmeslint-plugin-react-refresh0.4.19indirect
npmeslint-scope8.3.0indirect
npmeslint-visitor-keys3.4.3indirect
npmeslint-visitor-keys4.2.0indirect
npmespree10.3.0indirect
npmesquery1.6.0indirect
npmesrecurse4.3.0indirect
npmestraverse5.3.0indirect
npmestree-util-is-identifier-name3.0.0indirect
npmesutils2.0.3indirect
npmevent-target-shim5.0.1indirect
npmeventsource2.0.2indirect
npmextend3.0.2indirect
npmfast-deep-equal3.1.3indirect
npmfast-glob3.3.3indirect
npmfast-json-stable-stringify2.1.0indirect
npmfast-levenshtein2.0.6indirect
npmfastq1.19.1indirect
npmfdir6.5.0indirect
npmfetch-cookie2.2.0indirect
npmfile-entry-cache8.0.0indirect
npmfill-range7.1.1indirect
npmfind-up5.0.0indirect
npmflat-cache4.0.1indirect
npmflatted3.4.2indirect
npmfollow-redirects1.16.0indirect
npmform-data4.0.6indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmglob-parent5.1.2indirect
npmglob-parent6.0.2indirect
npmglobals14.0.0indirect
npmglobals15.15.0indirect
npmgopd1.2.0indirect
npmgraphemer1.4.0indirect
npmhas-flag4.0.0indirect
npmhas-symbols1.1.0indirect
npmhas-tostringtag1.0.2indirect
npmhasown2.0.4indirect
npmhast-util-to-jsx-runtime2.3.6indirect
npmhast-util-whitespace3.0.0indirect
npmhtml-url-attributes3.0.1indirect
npmhttps-proxy-agent5.0.1indirect
npmignore5.3.2indirect
npmimport-fresh3.3.1indirect
npmimurmurhash0.1.4indirect
npminline-style-parser0.2.4indirect
npmis-alphabetical2.0.1indirect
npmis-alphanumerical2.0.1indirect
npmis-decimal2.0.1indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-hexadecimal2.0.1indirect
npmis-number7.0.0indirect
npmis-plain-obj4.1.0indirect
npmisexe2.0.0indirect
npmjs-tokens4.0.0indirect
npmjs-yaml4.3.0indirect
npmjs-yaml4.3.1indirect
npmjson-buffer3.0.1indirect
npmjson-schema-traverse0.4.1indirect
npmjson-stable-stringify-without-jsonify1.0.1indirect
npmkeyborg2.6.0indirect
npmkeyv4.5.4indirect
npmlevn0.4.1indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlocate-path6.0.0indirect
npmlodash.merge4.6.2indirect
npmlongest-streak3.1.0indirect
npmloose-envify1.4.0indirect
npmmath-intrinsics1.1.0indirect
npmmdast-util-from-markdown2.0.2indirect
npmmdast-util-mdx-expression2.0.1indirect
npmmdast-util-mdx-jsx3.2.0indirect
npmmdast-util-mdxjs-esm2.0.1indirect
npmmdast-util-phrasing4.1.0indirect
npmmdast-util-to-hast13.2.1indirect
npmmdast-util-to-markdown2.1.2indirect
npmmdast-util-to-string4.0.0indirect
npmmerge21.4.1indirect
npmmicromark4.0.2indirect
npmmicromark-core-commonmark2.0.3indirect
npmmicromark-factory-destination2.0.1indirect
npmmicromark-factory-label2.0.1indirect
npmmicromark-factory-space2.0.1indirect
npmmicromark-factory-title2.0.1indirect
npmmicromark-factory-whitespace2.0.1indirect
npmmicromark-util-character2.1.1indirect
npmmicromark-util-chunked2.0.1indirect
npmmicromark-util-classify-character2.0.1indirect
npmmicromark-util-combine-extensions2.0.1indirect
npmmicromark-util-decode-numeric-character-reference2.0.2indirect
npmmicromark-util-decode-string2.0.1indirect
npmmicromark-util-encode2.0.1indirect
npmmicromark-util-html-tag-name2.0.1indirect
npmmicromark-util-normalize-identifier2.0.1indirect
npmmicromark-util-resolve-all2.0.1indirect
npmmicromark-util-sanitize-uri2.0.1indirect
npmmicromark-util-subtokenize2.1.0indirect
npmmicromark-util-symbol2.0.1indirect
npmmicromark-util-types2.0.2indirect
npmmicromatch4.0.8indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmminimatch3.1.5indirect
npmminimatch9.0.9indirect
npmms2.1.3indirect
npmnanoid3.3.16indirect
npmnatural-compare1.4.0indirect
npmnode-fetch2.7.0indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparse-entities4.0.2indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.5indirect
npmpostcss8.5.25indirect
npmprelude-ls1.2.1indirect
npmproperty-information7.0.0indirect
npmproxy-from-env2.1.0indirect
npmpsl1.15.0indirect
npmpunycode2.3.1indirect
npmquerystringify2.2.0indirect
npmqueue-microtask1.2.3indirect
npmreact18.3.1indirect
npmreact19.2.1indirect
npmreact-dom18.3.1indirect
npmreact-dom19.2.1indirect
npmreact-is17.0.2indirect
npmreact-markdown10.1.0indirect
npmregenerator-runtime0.14.1indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmrequires-port1.0.0indirect
npmresolve-from4.0.0indirect
npmreusify1.1.0indirect
npmrolldown1.0.3indirect
npmrolldown1.1.5indirect
npmrtl-css-js1.16.1indirect
npmrun-parallel1.2.0indirect
npmscheduler0.23.2indirect
npmscheduler0.27.0indirect
npmsemver7.7.1indirect
npmset-cookie-parser2.7.1indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmstringify-entities4.0.4indirect
npmstrip-json-comments3.1.1indirect
npmstyle-to-js1.1.16indirect
npmstyle-to-object1.0.8indirect
npmstylis4.3.6indirect
npmsupports-color7.2.0indirect
npmtabster8.6.0indirect
npmtinyglobby0.2.17indirect
npmto-regex-range5.0.1indirect
npmtough-cookie4.1.4indirect
npmtr460.0.3indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-api-utils2.1.0indirect
npmtslib2.8.1indirect
npmtype-check0.4.0indirect
npmtypescript3.9.10indirect
npmtypescript5.7.3indirect
npmtypescript-eslint8.29.1indirect
npmunified11.0.5indirect
npmunist-util-is6.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.0.0indirect
npmunist-util-visit-parents6.0.1indirect
npmuniversalify0.2.0indirect
npmuri-js4.4.1indirect
npmurl-parse1.5.10indirect
npmuse-sync-external-store1.5.0indirect
npmuse-sync-external-store1.6.0indirect
npmuuid14.0.1indirect
npmvfile6.0.3indirect
npmvfile-message4.0.2indirect
npmvite8.0.16indirect
npmvite8.1.4indirect
npmwebidl-conversions3.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmws7.5.11indirect
npmyocto-queue0.1.0indirect
npmzwitch2.0.4indirect
NuGetA2A—indirect
NuGetA2A.AspNetCore—indirect
NuGetAspire.Azure.AI.OpenAI—indirect
NuGetAspire.Azure.Search.Documents—indirect
NuGetAspire.Hosting.AppHost—indirect
NuGetAspire.Hosting.Azure.CognitiveServices—indirect
NuGetAspire.Hosting.Azure.Search—indirect
NuGetAspire.Hosting.NodeJs—indirect
NuGetAWS.Bedrock.MEAI—indirect
NuGetAWSSDK.BedrockAgent—indirect
NuGetAWSSDK.BedrockAgentRuntime—indirect
NuGetAWSSDK.BedrockRuntime—indirect
NuGetAWSSDK.Core—indirect
NuGetAWSSDK.Extensions.NETCore.Setup—indirect
NuGetAWSSDK.SecurityToken—indirect
NuGetAzure.AI.Agents.Persistent—indirect
NuGetAzure.AI.ContentSafety—indirect
NuGetAzure.AI.OpenAI—indirect
NuGetAzure.AI.Projects—indirect
NuGetAzure.Identity—indirect
NuGetAzure.Monitor.OpenTelemetry.Exporter—indirect
NuGetCommunity.OData.Linq—indirect
NuGetCommunityToolkit.Aspire.Hosting.Dapr—indirect
NuGetCommunityToolkit.Aspire.Hosting.NodeJS.Extensions—indirect
NuGetCommunityToolkit.VectorData.AzureAISearch—indirect
NuGetCommunityToolkit.VectorData.AzureCosmosDB—indirect
NuGetCommunityToolkit.VectorData.AzureDocumentDB—indirect
NuGetCommunityToolkit.VectorData.InMemory—indirect
NuGetCommunityToolkit.VectorData.PgVector—indirect
NuGetCommunityToolkit.VectorData.Qdrant—indirect
NuGetCommunityToolkit.VectorData.Redis—indirect
NuGetCommunityToolkit.VectorData.Weaviate—indirect
NuGetcoverlet.collector—indirect
NuGetDapr.Actors—indirect
NuGetDapr.Actors.AspNetCore—indirect
NuGetDapr.AspNetCore—indirect
NuGetDocker.DotNet—indirect
NuGetDocumentFormat.OpenXml—indirect
NuGetEntityFramework—indirect
NuGetFastBertTokenizer—indirect
NuGetFluentAssertions—indirect
NuGetFluid.Core—indirect
NuGetGoogle.Apis.Auth—indirect
NuGetGoogle.Apis.CustomSearchAPI.v1—indirect
NuGetGoogle.GenAI—indirect
NuGetGoogle.Protobuf—indirect
NuGetGrpc.AspNetCore—indirect
NuGetGrpc.AspNetCore.Server.Reflection—indirect
NuGetGrpc.AspNetCore.Web—indirect
NuGetGrpc.Net.Client—indirect
NuGetGrpc.Net.ClientFactory—indirect
NuGetGrpc.Tools—indirect
NuGetHandlebars.Net—indirect
NuGetHandlebars.Net.Helpers—indirect
NuGetHtmlAgilityPack—indirect
NuGetJmesPath.Net—indirect
NuGetJsonSchema.Net—indirect
NuGetJsonSchema.Net.Generation—indirect
NuGetMarkdig—indirect
NuGetMessagePack—indirect
NuGetMicrosoft.Agents.AI.Abstractions—indirect
NuGetMicrosoft.Agents.AI.Foundry—indirect
NuGetMicrosoft.Agents.AI.OpenAI—indirect
NuGetMicrosoft.Agents.AI.Workflows—indirect
NuGetMicrosoft.Agents.CopilotStudio.Client—indirect
NuGetMicrosoft.AspNetCore.Mvc.Testing—indirect
NuGetMicrosoft.AspNetCore.OData—indirect
NuGetMicrosoft.AspNetCore.OpenApi—indirect
NuGetMicrosoft.AspNetCore.SignalR.Client—indirect
NuGetMicrosoft.Bcl.HashCode—indirect
NuGetMicrosoft.Bcl.Memory—indirect
NuGetMicrosoft.Bcl.TimeProvider—indirect
NuGetMicrosoft.Extensions.AI—indirect
NuGetMicrosoft.Extensions.AI.AzureAIInference—indirect
NuGetMicrosoft.Extensions.AI.OpenAI—indirect
NuGetMicrosoft.Extensions.Configuration—indirect
NuGetMicrosoft.Extensions.Configuration.Abstractions—indirect
NuGetMicrosoft.Extensions.Configuration.Binder—indirect
NuGetMicrosoft.Extensions.Configuration.EnvironmentVariables—indirect
NuGetMicrosoft.Extensions.Configuration.Json—indirect
NuGetMicrosoft.Extensions.Configuration.UserSecrets—indirect
NuGetMicrosoft.Extensions.DependencyInjection—indirect
NuGetMicrosoft.Extensions.DependencyInjection.Abstractions—indirect
NuGetMicrosoft.Extensions.FileProviders.Embedded—indirect
NuGetMicrosoft.Extensions.FileProviders.Physical—indirect
NuGetMicrosoft.Extensions.Hosting—indirect
NuGetMicrosoft.Extensions.Http—indirect
NuGetMicrosoft.Extensions.Http.Resilience—indirect
NuGetMicrosoft.Extensions.Logging—indirect
NuGetMicrosoft.Extensions.Logging.Abstractions—indirect
NuGetMicrosoft.Extensions.Logging.Console—indirect
NuGetMicrosoft.Extensions.Logging.Debug—indirect
NuGetMicrosoft.Extensions.Options.ConfigurationExtensions—indirect
NuGetMicrosoft.Extensions.Options.DataAnnotations—indirect
NuGetMicrosoft.Extensions.ServiceDiscovery—indirect
NuGetMicrosoft.Extensions.TimeProvider.Testing—indirect
NuGetMicrosoft.Extensions.VectorData.Abstractions—indirect
NuGetMicrosoft.Graph—indirect
NuGetMicrosoft.Graph.Core—indirect
NuGetMicrosoft.Identity.Client—indirect
NuGetMicrosoft.Identity.Client.Extensions.Msal—indirect
NuGetMicrosoft.IdentityModel.JsonWebTokens—indirect
NuGetMicrosoft.Kiota.Authentication.Azure—indirect
NuGetMicrosoft.Kiota.Http.HttpClientLibrary—indirect
NuGetMicrosoft.Kiota.Serialization.Json—indirect
NuGetMicrosoft.ML.OnnxRuntime—indirect
NuGetMicrosoft.ML.OnnxRuntime.Gpu—indirect
NuGetMicrosoft.ML.OnnxRuntimeGenAI—indirect
NuGetMicrosoft.ML.OnnxRuntimeGenAI.Cuda—indirect
NuGetMicrosoft.ML.OnnxRuntimeGenAI.DirectML—indirect
NuGetMicrosoft.ML.Tokenizers—indirect
NuGetMicrosoft.ML.Tokenizers.Data.Cl100kBase—indirect
NuGetMicrosoft.Net.Compilers.Toolset—indirect
NuGetMicrosoft.NET.Test.Sdk—indirect
NuGetMicrosoft.OpenApi—indirect
NuGetMicrosoft.OpenApi.ApiManifest—indirect
NuGetMicrosoft.OpenApi.Readers—indirect
NuGetMicrosoft.Plugins.Manifest—indirect
NuGetMicrosoft.SemanticKernel.Abstractions—indirect
NuGetMicrosoft.SemanticKernel.Connectors.OpenAI—indirect
NuGetMicrosoft.SemanticKernel.Core—indirect
NuGetMicrosoft.SemanticKernel.Planners.OpenAI—indirect
NuGetMicrosoft.VisualStudio.Threading—indirect
NuGetMilvus.Client—indirect
NuGetModelContextProtocol—indirect
NuGetMoq—indirect
NuGetMSTest.TestFramework—indirect
NuGetNAudio—indirect
NuGetNpgsql—indirect
NuGetOData2Linq—indirect
NuGetOllamaSharp—indirect
NuGetOpenAI—indirect
NuGetOpenTelemetry—indirect
NuGetOpenTelemetry.Api—indirect
NuGetOpenTelemetry.Api.ProviderBuilderExtensions—indirect
NuGetOpenTelemetry.Exporter.Console—indirect
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocol—indirect
NuGetOpenTelemetry.Extensions.Hosting—indirect
NuGetOpenTelemetry.Instrumentation.AspNetCore—indirect
NuGetOpenTelemetry.Instrumentation.Http—indirect
NuGetOpenTelemetry.Instrumentation.Runtime—indirect
NuGetPdfPig—indirect
NuGetPrompty.Core—indirect
NuGetprotobuf-net—indirect
NuGetprotobuf-net.Reflection—indirect
NuGetPuppeteerSharp—indirect
NuGetSpectre.Console.Cli—indirect
NuGetSpectre.Console.Json—indirect
NuGetSystem.CommandLine—indirect
NuGetSystem.IdentityModel.Tokens.Jwt—indirect
NuGetSystem.IO.Packaging—indirect
NuGetSystem.Linq.AsyncEnumerable—indirect
NuGetSystem.Memory.Data—indirect
NuGetSystem.Numerics.Tensors—indirect
NuGetSystem.Text.Json—indirect
NuGetSystem.Threading.Channels—indirect
NuGetSystem.Threading.Tasks.Extensions—indirect
NuGetTestcontainers.Milvus—indirect
NuGetTestcontainers.MongoDb—indirect
NuGetwebrtcvadsharp—indirect
NuGetxRetry—indirect
NuGetxunit—indirect
NuGetxunit.abstractions—indirect
NuGetxunit.runner.visualstudio—indirect
NuGetYamlDotNet—indirect
PyPIaccelerate1.13.0indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiohttp-retry2.9.1indirect
PyPIaioice0.10.1indirect
PyPIaioice0.10.2indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanthropic0.84.0indirect
PyPIanyio4.12.1indirect
PyPIanyio4.14.2indirect
PyPIanyio4.9.0indirect
PyPIappnope0.1.4indirect
PyPIasttokens3.0.1indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs25.3.0indirect
PyPIattrs25.4.0indirect
PyPIauthlib1.6.12indirect
PyPIautogen-agentchat0.2.40indirect
PyPIav14.4.0indirect
PyPIav16.1.0indirect
PyPIazure-ai-inference1.0.0b9indirect
PyPIazure-common1.1.28indirect
PyPIazure-core1.38.0indirect
PyPIazure-core1.38.2indirect
PyPIazure-core-tracing-opentelemetry1.0.0b12indirect
PyPIazure-cosmos4.15.0indirect
PyPIazure-search-documents11.7.0b2indirect
PyPIazure-storage-blob12.25.1indirect
PyPIazure-storage-blob12.28.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIbcrypt5.0.0indirect
PyPIbeautifulsoup44.14.3indirect
PyPIbert-score—indirect
PyPIbleach6.4.0indirect
PyPIbotbuilder-integration-aiohttp—indirect
PyPIboto31.40.76indirect
PyPIbotocore1.40.76indirect
PyPIbuild1.4.0indirect
PyPIcachetools7.0.5indirect
PyPIcertifi2025.7.9indirect
PyPIcertifi2026.2.25indirect
PyPIcffi2.0.0indirect
PyPIcffi2.1.0indirect
PyPIcfgv3.5.0indirect
PyPIchainlit—indirect
PyPIchardet5.2.0indirect
PyPIchardet7.0.1indirect
PyPIcharset-normalizer3.4.2indirect
PyPIcharset-normalizer3.4.5indirect
PyPIcheap-repr0.5.2indirect
PyPIchromadb1.5.9indirect
PyPIclick8.2.1indirect
PyPIclick8.4.2indirect
PyPIcmake—indirect
PyPIcolorama0.4.6indirect
PyPIcoloredlogs15.0.1indirect
PyPIcomm0.2.3indirect
PyPIcoverage7.13.4indirect
PyPIcryptography50.0.0indirect
PyPIcuda-bindings13.3.1indirect
PyPIcuda-pathfinder1.5.5indirect
PyPIcuda-toolkit13.0.3.0indirect
PyPIdebugpy1.8.20indirect
PyPIdecorator5.2.1indirect
PyPIdeprecation2.1.0indirect
PyPIdiskcache5.6.3indirect
PyPIdistlib0.4.0indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.7.0indirect
PyPIdnspython2.8.0indirect
PyPIdocker7.1.0indirect
PyPIdocstring-parser0.17.0indirect
PyPIdurationpy0.10indirect
PyPIeval-type-backport0.3.1indirect
PyPIevaluate—indirect
PyPIexceptiongroup1.3.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfaiss-cpu1.13.2indirect
PyPIfastapi—indirect
PyPIfastjsonschema2.21.2indirect
PyPIfilelock3.25.2indirect
PyPIflaml2.5.0indirect
PyPIflatbuffers25.12.19indirect
PyPIfrozenlist1.7.0indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2026.2.0indirect
PyPIgoogle-api-core2.25.2indirect
PyPIgoogle-auth2.49.0indirect
PyPIgoogle-cloud-aiplatform1.133.0indirect
PyPIgoogle-cloud-bigquery3.40.1indirect
PyPIgoogle-cloud-core2.5.0indirect
PyPIgoogle-cloud-resource-manager1.16.0indirect
PyPIgoogle-cloud-storage2.19.0indirect
PyPIgoogle-crc32c1.7.1indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-genai1.51.0indirect
PyPIgoogle-resumable-media2.8.0indirect
PyPIgoogleapis-common-protos1.73.0indirect
PyPIgrpc-google-iam-v10.14.3indirect
PyPIgrpcio1.78.0indirect
PyPIgrpcio-status1.71.2indirect
PyPIgrpcio-tools1.71.2indirect
PyPIh110.16.0indirect
PyPIh24.4.1indirect
PyPIhf-xet1.6.0indirect
PyPIhiredis3.3.0indirect
PyPIhpack4.2.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.12.0indirect
PyPIhttptools0.7.1indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIhttpx22.12.0indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIhuggingface-hub1.28.0indirect
PyPIhumanfriendly10.0indirect
PyPIhyperframe6.1.0indirect
PyPIidentify2.6.17indirect
PyPIidna3.15indirect
PyPIidna3.19indirect
PyPIifaddr0.2.0indirect
PyPIimportlib-metadata8.7.0indirect
PyPIimportlib-metadata8.7.1indirect
PyPIimportlib-resources6.5.2indirect
PyPIiniconfig2.1.0indirect
PyPIiniconfig2.3.0indirect
PyPIinvoke2.2.1indirect
PyPIipykernel—indirect
PyPIipykernel6.31.0indirect
PyPIipython8.38.0indirect
PyPIipython9.10.0indirect
PyPIipython9.11.0indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIisodate0.7.2indirect
PyPIjedi0.19.2indirect
PyPIjiter0.13.0indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjsonpath-ng1.8.0indirect
PyPIjsonschema4.24.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-path0.3.4indirect
PyPIjsonschema-specifications2025.4.1indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-client8.8.0indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIkubernetes35.0.0indirect
PyPIlazy-object-proxy1.11.0indirect
PyPIlazy-object-proxy1.12.0indirect
PyPIlibrt0.8.1indirect
PyPIlz44.4.5indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkupsafe3.0.2indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib-inline0.2.1indirect
PyPImcp-simple-auth0.1.0indirect
PyPImdurl0.1.2indirect
PyPImicrosoft-agents-activity0.8.0indirect
PyPImicrosoft-agents-copilotstudio-client0.8.0indirect
PyPImicrosoft-agents-hosting-core0.8.0indirect
PyPImilvus2.3.5indirect
PyPImistralai1.12.4indirect
PyPImistune3.3.3indirect
PyPIml-dtypes0.4.1indirect
PyPImmh35.2.1indirect
PyPImore-itertools10.7.0indirect
PyPImore-itertools10.8.0indirect
PyPImotor3.7.1indirect
PyPImpmath1.3.0indirect
PyPImsal1.37.0indirect
PyPImsal-extensions1.3.1indirect
PyPImultidict6.6.3indirect
PyPImultidict6.7.1indirect
PyPImypy1.19.1indirect
PyPImypy-extensions1.1.0indirect
PyPInbclient0.10.4indirect
PyPInbconvert7.17.1indirect
PyPInbformat5.10.4indirect
PyPInetworkx3.4.2indirect
PyPInetworkx3.6.1indirect
PyPInltk—indirect
PyPInodeenv1.10.0indirect
PyPInodeenv1.9.1indirect
PyPInvidia-cublas13.1.1.3indirect
PyPInvidia-cuda-cupti13.0.85indirect
PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.0.88indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPIoauthlib3.3.1indirect
PyPIollama0.6.1indirect
PyPIonnxruntime1.22.1indirect
PyPIonnxruntime1.28.0indirect
PyPIonnxruntime-genai0.14.1indirect
PyPIonnxruntime-genai0.9.0indirect
PyPIopenapi-schema-validator0.6.3indirect
PyPIopenapi-spec-validator0.7.2indirect
PyPIopentelemetry-exporter-otlp-proto-common1.40.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.40.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.40.0indirect
PyPIopentelemetry-proto1.40.0indirect
PyPIopentelemetry-semantic-conventions0.55b1indirect
PyPIopentelemetry-semantic-conventions0.61b0indirect
PyPIoracledb3.4.2indirect
PyPIorjson3.11.7indirect
PyPIoverrides7.7.0indirect
PyPIpackaging24.2indirect
PyPIpackaging25.0indirect
PyPIpandas2.3.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparse1.20.2indirect
PyPIparse1.21.1indirect
PyPIparso0.8.6indirect
PyPIpathable0.4.4indirect
PyPIpathspec1.0.4indirect
PyPIpexpect4.9.0indirect
PyPIpinecone7.3.0indirect
PyPIpinecone-plugin-assistant1.8.0indirect
PyPIpinecone-plugin-interface0.0.7indirect
PyPIplatformdirs4.9.4indirect
PyPIpluggy1.6.0indirect
PyPIportalocker2.10.1indirect
PyPIpre-commit3.8.0indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpropcache0.3.2indirect
PyPIpropcache0.4.1indirect
PyPIproto-plus1.27.1indirect
PyPIprotobuf5.29.6indirect
PyPIprotoc-gen-openapiv20.0.1indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg3.3.3indirect
PyPIpsycopg-binary3.3.3indirect
PyPIpsycopg-pool3.3.0indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpyarrow23.0.1indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpybase641.4.3indirect
PyPIpycparser2.22indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.33.2indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpyee13.0.0indirect
PyPIpyee13.0.1indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpylibsrtp0.12.0indirect
PyPIpylibsrtp1.0.0indirect
PyPIpymeta30.5.1indirect
PyPIpymilvus2.6.9indirect
PyPIpymongo4.14.1indirect
PyPIpyodbc5.3.0indirect
PyPIpyopenssl26.4.0indirect
PyPIpypika0.51.1indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyreadline33.5.4indirect
PyPIpyright1.1.403indirect
PyPIpytest9.0.3indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.0.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.1.3indirect
PyPIpython-dotenv—indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.31indirect
PyPIpython-ulid3.1.0indirect
PyPIpytz2026.1.post1indirect
PyPIpywin32311indirect
PyPIpywin32312indirect
PyPIpyyaml6.0.2indirect
PyPIpyyaml6.0.3indirect
PyPIpyzmq27.1.0indirect
PyPIqdrant-client1.12.1indirect
PyPIredis6.4.0indirect
PyPIredisvl0.15.0indirect
PyPIreferencing0.36.2indirect
PyPIregex2026.2.28indirect
PyPIrequests2.33.0indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrich14.3.3indirect
PyPIrpds-py0.26.0indirect
PyPIrpds-py0.30.0indirect
PyPIrsa4.9.1indirect
PyPIruamel-yaml0.18.14indirect
PyPIruamel-yaml0.19.1indirect
PyPIruamel-yaml-clib0.2.12indirect
PyPIruff0.12.2indirect
PyPIruff0.15.5indirect
PyPIs3transfer0.14.0indirect
PyPIsafetensors0.7.0indirect
PyPIscikit-learn1.7.2indirect
PyPIscikit-learn1.8.0indirect
PyPIsemantic-kernel—indirect
PyPIsemantic-kernel1.44.1indirect
PyPIsentence-transformers5.2.3indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsimsimd6.5.16indirect
PyPIsix1.17.0indirect
PyPIsk-mcp-auth0.1.0indirect
PyPIsniffio1.3.1indirect
PyPIsnoop0.6.0indirect
PyPIsoupsieve2.8.4indirect
PyPIsse-starlette2.4.1indirect
PyPIsse-starlette3.3.2indirect
PyPIstack-data0.6.3indirect
PyPIstarlette1.3.1indirect
PyPIsympy1.14.0indirect
PyPIteams-ai—indirect
PyPItenacity9.1.4indirect
PyPItermcolor3.3.0indirect
PyPIthreadpoolctl3.6.0indirect
PyPItiktoken0.12.0indirect
PyPItinycss21.4.0indirect
PyPItokenizers0.22.2indirect
PyPItomli2.2.1indirect
PyPItomli2.4.0indirect
PyPItorch2.13.0indirect
PyPItornado6.5.8indirect
PyPItqdm4.67.3indirect
PyPItraitlets5.14.3indirect
PyPItransformers5.10.1indirect
PyPItriton3.7.1indirect
PyPItruststore0.10.4indirect
PyPItyper0.24.1indirect
PyPItypes-cffi1.17.0.20260307indirect
PyPItypes-pyopenssl24.1.0.20240722indirect
PyPItypes-pyyaml6.0.12.20250915indirect
PyPItypes-redis4.6.0.20241004indirect
PyPItypes-setuptools82.0.0.20260210indirect
PyPItyping-inspection0.4.1indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPIunbabel-comet—indirect
PyPIurllib32.7.0indirect
PyPIusearch2.23.0indirect
PyPIuvicorn—indirect
PyPIuvicorn0.35.0indirect
PyPIuvicorn0.41.0indirect
PyPIuvloop0.22.1indirect
PyPIvalidators0.35.0indirect
PyPIvirtualenv21.2.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwcwidth0.6.0indirect
PyPIweaviate-client4.18.3indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwerkzeug3.1.6indirect
PyPIyarl1.20.1indirect
PyPIyarl1.23.0indirect
PyPIzipp3.23.0indirect
Dependency advisories 1

Installing pypi:semantic-kernel@1.44.1 pulls in 92 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
werkzeug3.1.1indirectmoderate63.1.6

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.

The message is kept through sign-in.

Related records

Inspected repositories sharing catalogue tags or ecosystems with microsoft/semantic-kernel. Read them side by side →

97strands-agents/harness-sdkBuild an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.Exceptional97Significant-Gravitas/AutoGPTAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.Exceptional96yamadashy/repomix📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.Exceptional98strands-agents/toolsA set of tools that gives agents powerful capabilities.Exceptional98langchain-ai/langchainThe agent engineering platform.Exceptional98langchain-ai/langgraphBuild resilient agents.Exceptional

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.