Public recordGood
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 18:38 UTC
ThinkInAIXYZ / go-mcp
Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.
ThinkInAIXYZ/go-mcp holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Engineering Quality (85/100) and lowest on AI Readiness (63/100). It was last updated 28 days ago. A single contributor accounts for most of its recent work.
73
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
73
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.
Ownership
ThinkInAIXYZOrganization
197 followers8 public repossince Jan 2025
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 |
|---|---|---|---|---|---|
| Go | github.com/ThinkInAIXYZ/go-mcp | v0.2.29 | - | 46 | 28 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
75
Development activity
58Moderate
How it's scored
| 28.8/36 | Push recency — last push 28 days ago |
| 9/36 | Commit cadence — 13/52 weeks with commits |
| 13.6/18 | Commit volume — 32 commits in the last year |
| 7/10 | OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
Inputs used
| commits_last_year | 32 |
| human_commit_share | 1 |
| days_since_last_push | 28 |
| active_weeks_last_year | 13 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 46 releases published |
| 36/36 | Release recency — latest release 28 days ago |
| 27/27 | Release cadence — a release every ~36 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 46 |
| latest_release_tag | v0.2.29 |
| releases_from_tags | no |
| days_since_latest_release | 28 |
| mean_days_between_releases | 36 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
73
Popularity & adoption
70Good
How it's scored
| 45.9/60 | Stars — 673 stars |
| 16.9/25 | Forks — 107 forks |
| 6.7/15 | Watchers — 17 watchers |
Inputs used
| forks | 107 |
| stars | 673 |
| watchers | 17 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
66
Maintainer resilience (bus factor)
39At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.7/22.5 | Commit distribution — top contributor authored 70% of commits |
| 13.5/13.5 | Contributor breadth — 28 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 23 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 28 |
| top_contributor_share | 0.702 |
How it's scored
| 39.9/46.8 | Issue resolution — 85% of issues closed |
| 33.6/38.3 | PR acceptance — 136/155 decided PRs merged |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 6/11 approved changesets -- score normalized to 5 |
Inputs used
| merged_prs | 136 |
| open_issues | 7 |
| closed_issues | 41 |
| issue_closed_ratio | 0.854 |
| closed_unmerged_prs | 19 |
Ownership & stewardship
56Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 16.5/25 | Owner reach — 197 followers of ThinkInAIXYZ |
| 10/25 | Track record — 8 public repos, account ~1 yr old |
Inputs used
| followers | 197 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ThinkInAIXYZ |
| public_repos | 8 |
| account_age_days | 555 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 28 days ago |
| 20/20 | Version history — 46 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/ThinkInAIXYZ/go-mcp |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 28 |
Engineering Quality
Are baseline engineering and documentation practices in place?
85
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| 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
58Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 6/11 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 23 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 5.2/7.5 | Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 4.5/5 | SAST — SAST tool detected but not run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.8 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
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 | 0 |
| affected_packages | 0 |
| assessed_packages | 6 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| 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 6 resolved dependencies against OSV. 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
63
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 84 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.84 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 4/10 | Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.02 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/71 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 26,623 |
| source_files_sampled | 71 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
673GitHub stars
28contributors
32commits, last 12 months
28days since last push
46releases
1bus factor
7open issues
Gopackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 107 ⇿
0Stars
107Forks
45Releases
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.
Major 0Minor 2Patch 43
Each point covers 2 days.
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 10 out of 11 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 6/11 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 23 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 7 | Maintained | 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 9 | SAST | SAST tool detected but not run on all commits |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/orcaman/concurrent-map/v2 | v2.0.1 | go.mod |
| Go | github.com/tidwall/gjson | v1.18.0 | go.mod |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | go.mod |
All dependencies 6
Full resolved dependency set from the GitHub dependency graph: 4 direct and 2 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/google/uuid | 1.6.0 | direct |
| Go | github.com/orcaman/concurrent-map/v2 | 2.0.1 | direct |
| Go | github.com/tidwall/gjson | 1.18.0 | direct |
| Go | github.com/yosida95/uritemplate/v3 | 3.0.2 | direct |
| Go | github.com/tidwall/match | 1.1.1 | indirect |
| Go | github.com/tidwall/pretty | 1.2.0 | indirect |
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 6 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.
No known advisories affect the assessed dependencies.
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
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{
"oid": "0767a50688984214f67a1331945b6695da53590d",
"body": "feat(server): add TimeoutMiddleware for tool handlers",
"is_bot": false,
"headline": "Merge pull request #204 from knightxiaoxi/feat/tool-timeout-middleware",
"author_name": "Jesse",
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"oid": "8b7976b52b843d000ff8f07b862cc80ac608e2ff",
"body": "…comment",
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"headline": "fix: correct spelling 'cancelled' -> 'canceled' in TimeoutMiddleware …",
"author_name": "knightxiaoxi",
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{
"oid": "79f5e6d90d2fe196208a26a0cb41365260ea3da7",
"body": "## Summary\nAdd `TimeoutMiddleware` that enforces a per-tool execution timeout.\n\n## Changes\n- `TimeoutMiddleware(timeout)` wraps handler context with `WithTimeout`\n- Placed alongside existing `RateLimitMiddleware` for consistency\n\n## Motivation\nSlow/hanging tool implementations can block the MCP serv\n[…]\n. This middleware + RateLimitMiddleware form a basic resilience pair.\n\n## Usage\n```go\nserver.RegisterTool(&protocol.Tool{Name: \"search\"},\n server.TimeoutMiddleware(30*time.Second)(myHandler),\n)\n```",
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"headline": "feat(server): add TimeoutMiddleware for tool handlers",
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{
"oid": "f02ba7ba85f9da5120376e7e8e521db7c87d9cf0",
"body": "…ess-cancel-test\n\nfix: resolve misspell lint failure in stateless cancellation test",
"is_bot": false,
"headline": "Merge pull request #203 from groundcover-com/yosi/fix-misspell-statel…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2026-06-15T15:12:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d31baf667fdeb3e87f47fef7a84fcbe56bd1ae2",
"body": "The misspell linter rejects the British \"cancelled\" in string literals\n(it wants the US \"canceled\"). Reword the test's failure message to use\n\"cancellation\", which the linter accepts, fixing the lint failure\nintroduced by #202.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: resolve misspell lint failure in stateless cancellation test",
"author_name": "Yosi Zelensky",
"author_login": "yosizelensky",
"committed_at": "2026-06-15T14:48:54Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c3143252fdac4ca955e55e682260fe2d10038d1c",
"body": "…y-delete\n\nfix: stateless transport should ignore unmatched cancellations and reject DELETE with 405",
"is_bot": false,
"headline": "Merge pull request #202 from groundcover-com/yosi/fix-stateless-notif…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2026-06-15T14:03:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b15e93c5d99dd4479834f627a28d140f2f404b5",
"body": "…ject DELETE with 405\n\nIn stateless mode two normal client messages are rejected with HTTP 400:\n\n1. notifications/cancelled -> 400 \"lack session\": handleNotifyWithCancelled\n fails the GetSession(\"\") lookup and returns ErrLackSession. Per the MCP\n cancellation spec, a cancellation for an unknown/\n[…]\nspecified only\n for servers that require a session id). Mirrors handleGet's stateless 405.\n\nBoth paths are covered by new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: stateless transport should ignore unmatched cancellations and re…",
"author_name": "Yosi Zelensky",
"author_login": "yosizelensky",
"committed_at": "2026-06-15T13:56:03Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "2139a0f905d2cd377230d4528d3e831a2733d3e2",
"body": "…e-event-stream\n\nfix: use HasPrefix for text/event-stream content-type check",
"is_bot": false,
"headline": "Merge pull request #201 from jesse-engineer/fix/issue-200-content-typ…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2026-05-15T17:10:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "944f183883bda31caccc5ec318599b4c4d711ec0",
"body": "Some servers or reverse proxies (e.g., nginx) append '; charset=utf-8'\nto the Content-Type header, resulting in 'text/event-stream; charset=utf-8'.\nThe strict equality check fails in this case, causing the error:\n'unexpected content type: text/event-stream; charset=utf-8'.\n\nUse strings.HasPrefix for text/event-stream check, consistent with how\napplication/json is already handled.\n\nFixes #200",
"is_bot": false,
"headline": "fix: use HasPrefix for text/event-stream content-type check",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2026-05-15T17:05:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e331d39ba927e4061ffd5707938f45103191910",
"body": "…-union-type\n\nfix(protocol): JSON Schema type union for remote tool schemas (#198)",
"is_bot": false,
"headline": "Merge pull request #199 from jesse-engineer/fix/issue-198-json-schema…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2026-04-16T15:28:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7deec56b65b63118ef6436291e6e057b37d9f1bc",
"body": "Replace slices.Equal with a small equalPropertyType helper; std slices\nrequires Go 1.21+.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "test(protocol): drop slices package for Go 1.18 CI",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2026-04-16T04:21:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f8c3b4520c01e292a98f3420cfca5fae7b6b01a",
"body": "Cover union type arrays on nested properties and schemas containing $ref\nso ListToolsResult unmarshaling stays compatible with remote servers.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "test(protocol): add regression for issue #198 ListTools JSON decode",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2026-04-16T04:20:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf9673a08565ad6f17714a49286983fcf34cfb8d",
"body": "…schema-union-type\n\nResolve test conflicts: PropertyType + []any enums; fix middleware example Property literals.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge remote-tracking branch 'upstream/main' into fix/issue-198-json-…",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2026-04-16T04:11:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b54fb1467d80f0fe736b883ba56096995f20d758",
"body": "Property.Type is now PropertyType ([]DataType) with custom JSON\nmarshal/unmarshal so remote tool schemas like type: [\"string\",\"number\"]\ndecode correctly (e.g. MCP ListTools). Validation treats multiple types as a union.\n\nAdds regression tests for unmarshaling and union validation.\n\nFixes ThinkInAIXYZ/go-mcp#198\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(protocol): support JSON Schema type as string or array (union)",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2026-04-16T04:02:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "416962a4f59d48a5c34d10eb64bea44b6df83e58",
"body": "…gnore-session-id\n\nfix: ignore session ID header in stateless mode",
"is_bot": false,
"headline": "Merge pull request #197 from groundcover-com/amiryona/fix-stateless-i…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2026-04-06T12:42:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbd018b0aa2f3e2ca6fcbf3be543a88673b19439",
"body": "In stateless mode, MCP proxies (e.g. TrueFoundry) may forward\nMcp-Session-Id headers from clients. Since the stateless server\ndoesn't track sessions, these requests were rejected with\nErrLackSession before any tool execution could occur.\n\nNow in stateless mode, the session ID header is ignored in handlePost,\nallowing proxied requests to proceed normally.\n\nResolves: CS-231",
"is_bot": false,
"headline": "fix: ignore session ID in stateless mode to prevent proxy rejection",
"author_name": "Amir Yona",
"author_login": "amiryona-groundcover",
"committed_at": "2026-04-06T11:55:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad6745bf094c1abbe8d27579b6baa40525111eb5",
"body": "update: client add http headers",
"is_bot": false,
"headline": "Merge pull request #194 from luopengift/main",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-10-10T12:14:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ffc8ba4d64ac9d94f1e604f300ec8f759ca5c957",
"body": null,
"is_bot": false,
"headline": "update: client add http headers",
"author_name": "luopengift",
"author_login": "luopengift",
"committed_at": "2025-10-10T10:24:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4ddb62a500b553dd4a59b8e748dd1e37f09825d",
"body": "feat: schema add default",
"is_bot": false,
"headline": "Merge pull request #193 from jesse-engineer/feat/schema_add_default",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-09-18T12:52:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e31e62b65714c73a451540b38c05e59007649b74",
"body": null,
"is_bot": false,
"headline": "feat: schema add default",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-09-18T12:46:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba479436122a2ed1cb2d69f1c016bac917918739",
"body": "Feature/add tool filter support",
"is_bot": false,
"headline": "Merge pull request #191 from lengyue1084/feature/add-tool-filter-support",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-09-08T05:56:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6a33e5c2a36c7b7d62193fa81134050a01bc274",
"body": null,
"is_bot": false,
"headline": "fix: lint err",
"author_name": "lengyue1084",
"author_login": "lengyue1084",
"committed_at": "2025-09-08T05:53:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64756a5af5530ceb35318a4141fbe3fd07010414",
"body": null,
"is_bot": false,
"headline": "fix: lint err",
"author_name": "lengyue1084",
"author_login": "lengyue1084",
"committed_at": "2025-09-08T02:55:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1a31a9113cdf427682193421494bb15464f78cb",
"body": "-Change toolFilters from slicing to a single function type\n-Update ToolFilter related interfaces and implementation\n-Modify the execution method of tool list filtering",
"is_bot": false,
"headline": "fix: Refactoring tool list filtering logic",
"author_name": "lengyue1084",
"author_login": "lengyue1084",
"committed_at": "2025-09-08T02:15:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ff10be8e48f0ff8330d81b595a4ab3087d2fc72",
"body": null,
"is_bot": false,
"headline": "feat: add tool list filter example",
"author_name": "lengyue1084",
"author_login": "lengyue1084",
"committed_at": "2025-09-06T09:21:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d46cb90a2246f8a0240609259038fd60c94f866c",
"body": "-Add the toolFilters field to the Server structure to store tool list filters\n-Apply filters when processing tool list requests\n-Provide AddToolFilter and ClearToolFilters methods to support the addition and removal of filters",
"is_bot": false,
"headline": "feat: add tool list filtering function",
"author_name": "lengyue1084",
"author_login": "lengyue1084",
"committed_at": "2025-09-06T09:19:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ffd953a28327d137e17d6b7a3a58b0adcc50d4b",
"body": "…tbeat_cancel\n\nfeat: streamable http server heartbeat add cancel",
"is_bot": false,
"headline": "Merge pull request #189 from jesse-engineer/feat/streamable_http_hear…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-08-24T07:12:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9817db4c807b25b378a366c6c789a944ec8f8af",
"body": null,
"is_bot": false,
"headline": "feat: streamable http server heartbeat add cancel",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-08-24T07:10:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59a5a0b03682a4db9d1e89e3a34463ff110d8b34",
"body": "feat: optimize ch close Judgement",
"is_bot": false,
"headline": "Merge pull request #188 from jesse-engineer/feat/optimize_dequeueMessage",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-08-17T10:10:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "040690408f47a7fd588673cf22e336dcf67e44b1",
"body": null,
"is_bot": false,
"headline": "feat: optimize ch close Judgement",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-08-17T10:04:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd140928c04522d7cb6f56cf4077e38462bb3a46",
"body": "tool outputSchema",
"is_bot": false,
"headline": "Merge pull request #187 from uuclove1992/main",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-08-09T07:56:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab4a007e6906992ea18417c4e207446b6cdb2f27",
"body": null,
"is_bot": false,
"headline": "tool outputSchema",
"author_name": "zhangjia05",
"author_login": null,
"committed_at": "2025-08-07T10:02:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fbf9c5314ab8fa5291c770de09f071172dc0403",
"body": "fix: lint error",
"is_bot": false,
"headline": "Merge pull request #185 from jesse-engineer/fix/lint_error",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-07-27T07:53:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "179817fa75f604fd108bc498095e2dc7f1a13174",
"body": null,
"is_bot": false,
"headline": "fix: lint error",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-07-27T07:51:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7fa1824cf30c0d3e929b40f46085b84c74c5970",
"body": "New: Global middleware",
"is_bot": false,
"headline": "Merge pull request #183 from ProgrammerPlus1998/main",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-07-27T07:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8af27ecfce67865d8616737a7863410f0c4ff376",
"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xic",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-24T10:07:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcebd9595973623b945ebb05623d218d5bf9e8b3",
"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xic",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-24T09:51:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48ed6d4c180059937519936743dbf4c30154b2ff",
"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xiechen",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-23T16:00:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb4561db41d53daf9be240c263b62b268f80ac14",
"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xiechen",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-23T15:52:49Z",
"body_truncated": false,
"is_coding_agent": false
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"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xiechen",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-23T15:02:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a87b60b183196f4673eac7298ed95498027f3f07",
"body": "feat: optimization list tool parse",
"is_bot": false,
"headline": "Merge pull request #184 from jesse-engineer/feat/list_tool_parse",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-07-23T11:59:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "586e778a6c6aceff40913fb56aaf9d9cf9e1d378",
"body": null,
"is_bot": false,
"headline": "docs: update image",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-07-23T11:57:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e620c2d9aa858b82174724e8b91aa9433cf11f83",
"body": null,
"is_bot": false,
"headline": "feat: optimization list tool parse",
"author_name": "jesse-engineer",
"author_login": "jesse-engineer",
"committed_at": "2025-07-23T05:23:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "New: Global middleware",
"author_name": "xic",
"author_login": "ProgrammerPlus1998",
"committed_at": "2025-07-22T01:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05eadc63cfa885552426f76100801577a1822637",
"body": "…ocol-version-negotiation\n\nfix initialize protocol version negotiation",
"is_bot": false,
"headline": "Merge pull request #180 from groundcover-com/yosi/fix-initialize-prot…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-07-09T05:10:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c698692ad91f6d3638755ecd7a895aa07d9e545",
"body": "…tion",
"is_bot": false,
"headline": "Merge branch 'main' into yosi/fix-initialize-protocol-version-negotia…",
"author_name": "Yosi Zelensky",
"author_login": "yosizelensky",
"committed_at": "2025-07-08T06:45:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "849afab0fa88e3b5f849c64a6ba604287a68ef50",
"body": "…rsion-typo\n\nfixed typo in unsupported protocol version message",
"is_bot": false,
"headline": "Merge pull request #179 from orijacobs/bugfix/unsupported-protocol-ve…",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-07-08T02:54:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e62a88637a668c83ded6b830588160bd13f092bb",
"body": null,
"is_bot": false,
"headline": "fix initialize protocol version negotiation",
"author_name": "Yosi Zelensky",
"author_login": "yosizelensky",
"committed_at": "2025-07-07T14:15:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0cc6e4294c4de24ea11588e25b7cb0fb89e32f78",
"body": null,
"is_bot": false,
"headline": "fixed grammer",
"author_name": "orijacobs",
"author_login": "orijacobs",
"committed_at": "2025-07-07T13:09:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14b6ee8d1b45e7102195549fdd4305581b0ec966",
"body": null,
"is_bot": false,
"headline": "fixed typo in unsupported protocol version message",
"author_name": "orijacobs",
"author_login": "orijacobs",
"committed_at": "2025-07-07T12:57:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "145cd3962d0e6ff12c33605ebe869317281f9d28",
"body": "feat: add ResourceLink type and unmarshal support",
"is_bot": false,
"headline": "Merge pull request #174 from chenmingyong0423/feature/tool",
"author_name": "Jesse",
"author_login": "jesse-engineer",
"committed_at": "2025-06-30T02:25:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37e01d65b85331316205efe9a831db9f5694d00c",
"body": null,
"is_bot": false,
"headline": "callback sampling.go",
"author_name": "Mingyong Chen",
"author_login": "chenmingyong0423",
"committed_at": "2025-06-29T14:22:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f11536943d4cb0acccd0fcf3fb4375630796b79",
"body": null,
"is_bot": false,
"headline": "callback sampling.go and prompts.go",
"author_name": "Mingyong Chen",
"author_login": "chenmingyong0423",
"committed_at": "2025-06-28T02:42:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3953f992526a6c7a5760601432ff1ca4615db3d",
"body": "docs: update readme",
"is_bot": false,
"headline": "Merge pull request #177 from jesse-engineer/docs/update_readme_7",
"author_name": "Jesse",
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},
{
"key": "pr_template",
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
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"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"code": "bus_factor",
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}
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{
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"code": "top_contributor_share",
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}
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{
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}
],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"issue_closed_ratio": 0.854,
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"components": [
{
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"details": [
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"code": "issues_closed_share",
"params": {
"share": 85
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
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"detail": "136/155 decided PRs merged",
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"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"status": "partial",
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
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"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
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"detail": "197 followers of ThinkInAIXYZ",
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"status": "partial",
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"code": "owner_followers",
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"count": 197,
"login": "ThinkInAIXYZ"
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}
],
"max_points": 25
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{
"key": "track_record",
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"detail": "8 public repos, account ~1 yr old",
"points": 10,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 8
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},
{
"code": "account_age_years",
"params": {
"years": 1
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 28
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"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 28 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 28
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "46 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 46
}
}
],
"max_points": 20
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{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 85,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
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"has_tests": true,
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"has_linter_config": true,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 9.6,
"status": "met",
"details": [],
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},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "10 out of 11 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
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"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
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"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 66,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.8
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "10 out of 11 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 6/11 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 23 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool detected but not run on all commits",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 6 resolved dependencies against OSV. 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.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 6
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},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 6,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
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"red_flag": false,
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"review_only_matches": 0,
"assessed_self_published_locations": 3
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 63,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
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"value": 40,
"inputs": {
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"legible_history_share": 0.84,
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},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
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"status": "missed",
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"code": "no_agent_instructions",
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],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "legible_commit_history",
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"details": [
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"code": "legible_history",
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}
],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
"value": 76,
"inputs": {
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"dependency_bot_commit_share": 0
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"components": [
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"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
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"code": "file_list",
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
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"max_points": 22
},
{
"key": "lint_format_config",
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"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
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"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"max_points": 10
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{
"key": "demonstrated_agent_practice",
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"detail": "2 of the last 100 commits agent-authored or agent-credited",
"points": 4,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 26623,
"source_files_sampled": 71,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/71 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 71,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T18:38:41.424244Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThinkInAIXYZ/go-mcp.svg",
"full_name": "ThinkInAIXYZ/go-mcp",
"license_state": "standard",
"license_spdx": "MIT"
}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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.