Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 23:21 UTC
anatolykoptev / go-mcpserver
Bootstrap library for Go MCP servers — one Run() call instead of ~80 lines of boilerplate
anatolykoptev/go-mcpserver holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (78/100) and lowest on Community & Adoption (24/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.
57
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.
57
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
Anatoly KoptevPersonal account
12 followers91 public repossince Oct 2025oxpulse.chat
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/anatolykoptev/go-mcpserver | v0.18.0 | - | 24 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
78
Development activity
68Moderate
How it's scored
| 36/36 | Push recency — last push 5 days ago |
| 6.9/36 | Commit cadence — 10/52 weeks with commits |
| 14.8/18 | Commit volume — 43 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 43 |
| human_commit_share | 1 |
| days_since_last_push | 5 |
| active_weeks_last_year | 10 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 4 releases published |
| 36/36 | Release recency — latest release 6 days ago |
| 19.8/27 | Release cadence — a release every ~45.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.16.0 |
| releases_from_tags | no |
| days_since_latest_release | 6 |
| mean_days_between_releases | 45.5 |
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?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
55
Maintainer resilience (bus factor)
15Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.5/22.5 | Commit distribution — top contributor authored 98% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.977 |
How it's scored
| 44.1/46.8 | Issue resolution — 94% of issues closed |
| 38.2/38.3 | PR acceptance — 11/11 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 11 |
| open_issues | 1 |
| closed_issues | 17 |
| issue_closed_ratio | 0.944 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
41At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 8/25 | Owner reach — 12 followers of anatolykoptev |
| 14.5/25 | Track record — 91 public repos, account ~0 yr old |
Inputs used
| followers | 12 |
| owner_type | User |
| is_verified | — |
| owner_login | anatolykoptev |
| public_repos | 91 |
| account_age_days | 273 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 24 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/anatolykoptev/go-mcpserver |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
86Excellent
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard: CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
60Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 10/10 | Wiki |
Inputs used
| topics | boilerplate, framework, go, golang, mcp, mcp-server |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
45
Security posture
45At risk
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 |
| 1.5/2.5 | CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 7.5/7.5 | Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.5 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
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 — 42 of 43 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.977 |
| 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 |
| 10/10 | Demonstrated agent practice — 31 of the last 43 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 | 0.721 |
| 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 — 0/27 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 38,400 |
| source_files_sampled | 27 |
| oversized_source_files | 0 |
Machine-readable interfaces
20Critical
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
1GitHub stars
2contributors
43commits, last 12 months
5days since last push
4releases
1bus factor
1open issues
Gopackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 4.5 / 10
4.5aggregate
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 |
| 6 | CI-Tests | 7 out of 11 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 10 | Maintained | 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/google/jsonschema-go | v0.4.3 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"boilerplate",
"framework",
"go",
"golang",
"mcp",
"mcp-server"
],
"is_fork": false,
"size_kb": 172,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 226885,
"Makefile": 90
},
"pushed_at": "2026-07-19T20:10:07Z",
"created_at": "2026-03-01T04:53:50Z",
"owner_type": "User",
"updated_at": "2026-07-19T20:10:06Z",
"description": "Bootstrap library for Go MCP servers — one Run() call instead of ~80 lines of boilerplate",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "master",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://koptev.me",
"name": "Anatoly Koptev",
"type": "User",
"login": "anatolykoptev",
"company": "oxpulse.chat",
"location": "San Francisco",
"followers": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/239934030?v=4",
"created_at": "2025-10-24T06:10:43Z",
"is_verified": null,
"public_repos": 91,
"account_age_days": 273
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2026-07-18T19:27:08Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-05-06T07:53:03Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-04-16T05:10:25Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-03-04T10:34:27Z"
}
],
"recent_commits": [
{
"oid": "06b937a6083b7d199e7a8a4fb68ed3c869bcb563",
"body": "…/Build; fix stale ConfigureServer comment (#28)\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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"headline": "feat: add Serve single-entry API; warn on server-only opts set on Run…",
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"oid": "b5f85397a66d7b8327239b3533f63022d08e0595",
"body": "Long-running tool calls were abandoned client-side while the server kept\nworking. Root cause: with Stateless=true (default) + JSONResponse=true, the\nserver can send neither ping requests (rejected in stateless mode) nor interim\nbytes (single buffered JSON body) — so a 60-90s tool call sends zero byt\n[…]\ne for services that do\nnot set the new fields. Tests cover the heartbeat over a real streamable client\nand the tier resolution.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
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"headline": "feat: tool keepalive heartbeat + named tool-timeout tiers (#27)",
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"oid": "789e8079dac846098f1afcaa4f96e55206bb200c",
"body": "Previously Run() hardcoded Addr to \":\"+Port (all interfaces). Consumers\nneeding loopback-only binding (e.g. dozor's DOZOR_BIND_HOST=127.0.0.1)\nhad no way to control the bind address.\n\nAdd Config.Host field (empty → 0.0.0.0, preserving existing default).\nRun() now uses net.JoinHostPort(cfg.Host, cfg.\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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"headline": "feat: add Config.Host field for custom bind address (#26)",
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"committed_at": "2026-07-18T23:39:07Z",
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"oid": "d31db58c144c534759eeb2f0482ffe548d76a693",
"body": "…#24) (#25)\n\nThe REST bridge safety-net goroutine in startRESTBridge listened on the\nsame context (sigCtx) that Run() uses for signal handling. When a signal\narrived, the goroutine fired immediately and called session.Close() —\nbefore srv.Shutdown() drained in-flight HTTP requests. This defeated the\n[…]\n\n before srv.Shutdown() → must not get session-closed error\n\nCloses #24\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: REST bridge shutdown ordering — separate bridgeCtx from sigCtx (…",
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"oid": "c2efe2d2045a9be62d54ac63b918e6f2235cc7a7",
"body": "…go-sdk (#23)\n\nThree go-sdk v1.6.x capabilities that go-mcpserver wasn't exposing:\n\n- NewServer(impl, cfg) wrapper — creates *mcp.Server with ServerOptions\n derived from Config (KeepAlive, SchemaCache). These can only be set at\n server creation time, so a wrapper is needed. Run/Build still apply\n \n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: expose KeepAlive, SchemaCache, DisableLocalhostProtection from …",
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"oid": "03b16b1c2086d4f691c40d6adcaa67ea5e196be9",
"body": "go-sdk v1.6.0/v1.6.1 changes:\n- SetError now preserves existing Content (we don't use SetError — no impact)\n- Cross-origin protection default changed: nil = disabled (was enabled).\n This is the SDK's new default; consumers who need it must set\n CrossOriginProtection explicitly.\n- ClientCredentials\n[…]\nor chain\n\njsonschema-go v0.4.3: minor patch.\n\nAll tests pass with -race.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "chore: bump go-sdk v1.5.0→v1.6.1, jsonschema-go v0.4.2→v0.4.3",
"author_name": "Anatoly Koptev",
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"committed_at": "2026-07-18T05:51:06Z",
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"oid": "86b94a9da3295efe659b76fdd6fb2e37af11d246",
"body": "* fix: bug-hunt 2026-07-17 — 11 fixes for CRITICAL/HIGH/MEDIUM bugs\n\nBug-hunt council found 13 bugs (verdict: BROKEN). This commit fixes 11:\n\n- [CRITICAL] ToolTimeoutMiddleware goroutine leak — add MaxConcurrentTools\n semaphore (default 100) to bound worker goroutines (#7)\n- [CRITICAL] mcpclient Fi\n[…]\n[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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"headline": "fix: bug-hunt 2026-07-17 — 11 fixes for CRITICAL/HIGH/MEDIUM bugs (#19)",
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"committed_at": "2026-07-18T05:49:28Z",
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"oid": "80664b0ee27da7c37880ecbef3df69da2ae648f6",
"body": "… drops (#5)\n\n* fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive drops\n\nWithout IdleTimeout, Go net/http uses ReadTimeout (30s default) as the\nkeep-alive idle timeout. This caused pooled MCP connections to be closed\nafter 30s of inactivity, dropping the first tool call after a p\n[…]\n Add context import to health_test.go\n- Suppress cyclop on Run() with nolint directive (inherent fan-out complexity)\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive…",
"author_name": "Anatoly Koptev",
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"committed_at": "2026-06-20T12:03:04Z",
"body_truncated": true,
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{
"oid": "4bcdb784ccf36a2521e7a52899ce9a4803e6d2a9",
"body": "…ClientTransport (#4)\n\nCentralizes the inter-service MCP client that 7 services hand-rolled with 5\ndivergent behaviors (missing Accept header, no SSE-frame strip, request-ctx\ncancellation, no-timeout DefaultClient). Delegates wire/Accept/SSE/reconnect to\nthe go-sdk transport; adds the krolik convent\n[…]\nnal Bearer). CallText/Call/Fire + functional options. No new\ngo.mod dep (go-sdk already present). Consumers migrate in Phase 2.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: add mcpclient — thin reusable MCP client over go-sdk Streamable…",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-27T00:44:37Z",
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{
"oid": "4b30c23f1c797d9f54dcd077900f8cf3f31792b1",
"body": null,
"is_bot": false,
"headline": "chore: relicense from MIT to Apache 2.0",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-08T12:31:58Z",
"body_truncated": false,
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{
"oid": "efa0c5ae1e6fbc50baf9c7d061e83444afff8556",
"body": null,
"is_bot": false,
"headline": "docs: add security policy",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-08T11:48:21Z",
"body_truncated": false,
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{
"oid": "93f649efded01d0a459b3209b333e742be7de1df",
"body": null,
"is_bot": false,
"headline": "chore: add MIT license",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-08T11:48:14Z",
"body_truncated": false,
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{
"oid": "812c26d200530b5c9e47efc5391906f73a2373e2",
"body": null,
"is_bot": false,
"headline": "chore: remove CLAUDE.md from tracking (operator-only)",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-08T11:48:06Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "320a20297683fe063622ef140168a80e2e64c3dd",
"body": "Ten findings from the 2026-05-06 internal audit, bundled into one\ncommit because the new test suite (audit_test.go) covers all of them\nand the pre-commit golangci-lint hook fails on partial states.\n\nMAJOR1 — auth.go: StaticTokenVerifier compared the pre-shared token\nwith naive == string equality, le\n[…]\nlangci-lint run ./... — no new issues vs. master baseline.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: 2026-05-06 audit batch — 5 MAJOR + 4 MINOR fixes (#3)",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-05-06T07:22:36Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c8caaba317f8d6709e9d3eaf88fda658af0b9cb0",
"body": "Heavy tools like wp_research/wp_enrich/code_search routinely exceed 60s\n(SearXNG + scrape + LLM extraction). Consumers can still override\nper-tool via ToolTimeouts map.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: raise default tool timeout from 60s to 90s",
"author_name": "krolik",
"author_login": "Rabbittoly",
"committed_at": "2026-04-30T21:43:09Z",
"body_truncated": false,
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{
"oid": "28888defe360402e53e8fddcd06f3b50d6043e0e",
"body": "Build + test on push and PR.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: add initial CI workflow (#2)",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-25T06:29:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "92bf0af98a2520d673b96a95e55187ebf9b1cf71",
"body": "Subagent worktrees (.claude/) and superpowers planning docs are\ninternal process artifacts — exclude from this public repo.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: gitignore internal planning docs (#1)",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-25T06:28:57Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "chore(deps): bump go-sdk v1.5.0, x/sys v0.43.0, x/tools v0.44.0",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-16T05:26:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b90af6707eec9b1be1e628d9e653e35cc76a38f2",
"body": "Extract toolResponseSchema and toolResponses as package-level vars.\nExtract buildRequestBody helper. buildToolPath is now a thin assembler.",
"is_bot": false,
"headline": "refactor: reduce buildToolPath nesting from 9 to 2",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-16T05:26:29Z",
"body_truncated": false,
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},
{
"oid": "6c47d05e007dca0d2f72dfe25b12b8832029abfc",
"body": "- Add toolsByName map for O(1) lookup in handleGetTool (was O(n) scan)\n- Unify error responses: all 400/404 now go through writeError for\n consistent JSON format and logging",
"is_bot": false,
"headline": "fix: O(1) tool lookup + consistent error format in REST bridge",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-16T05:21:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f9ab736b60d4ef49b7a427e91a7a3534eb97978",
"body": "Security: path traversal, null bytes, XSS injection, command injection\nConcurrency: 50 goroutines, race detector clean\nEdge cases: body limits, method filtering, empty server, timeout, loopback bypass\nFix: return empty array instead of null for empty tools list",
"is_bot": false,
"headline": "test: add 11 hard edge-case tests for REST bridge (86 subtests)",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-16T05:08:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b8e7c64af637632affd20ce3bc55e714b9d42d7",
"body": "Add RESTBridge option to Config that automatically exposes all registered\nMCP tools as REST endpoints via an in-process InMemoryTransport client.\n\nEndpoints:\n- GET /api/tools — list all tools with schemas\n- GET /api/tools/{name} — single tool schema\n- POST /api/tools/{name} — call \n[…]\nto-generated OpenAPI 3.1 spec\n\nSecurity: BearerAuth wraps REST routes when configured. Request body\ncapped at 1MB. Tool names validated against [a-zA-Z0-9_-]+. Session\ncleanup on context cancellation.",
"is_bot": false,
"headline": "feat: REST bridge — auto-generate REST API from MCP tools",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-16T04:48:00Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "630b8015b6a79cbf7fa49e4757a6912659e8b5c2",
"body": "30s was too aggressive for heavy tools like code_research with\ncall-graph analysis. Consumers can still override per-tool via\nToolTimeouts config.\n\nAlso updates deps and fixes CLAUDE.md consumer name.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: increase default tool timeout from 30s to 60s",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-04-12T02:53:54Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f3a03bee00fbdb4f3e96b311a7580edeaefd666c",
"body": "Adds ToolTimeoutMiddleware that prevents tool calls from hanging forever.\n\nTimeout resolution (first wins):\n1. timeout_secs in tool call args (LLM per-request override)\n2. Config.ToolTimeouts[toolName] (per-tool config)\n3. Config.ToolTimeout (global default, 30s)\n\nOn timeout, returns an error result with clear message instead of hanging.\nMiddleware is auto-applied to all servers — no opt-in needed.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: tool execution timeout middleware with 3-level resolution",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-31T18:22:44Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "68d681e3208c904c6746cf4e9bbdb4ad83eb5c7a",
"body": "Go's http.Server.WriteTimeout is global — kills SSE streams for any tool\ncall exceeding the deadline. MCP tools manage their own timeout via\ncontext.WithTimeout, so the server-level WriteTimeout is now disabled (0).\n\nThis prevents silent drops for long-running tools (crawl, site_audit,\nsecurity_scan full) that exceed the old 120s default.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: disable WriteTimeout by default for SSE compatibility",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-31T17:38:34Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "4560158c63fcac9c8afc0f5caf68367372e52455",
"body": "- AddTool no longer panics on unsupported jsonschema tags (e.g. description=,\n enum=). Falls back to open schema with a warning log instead of crashing\n the server. All 10+ consumers benefit.\n- MemoryEventStore enabled by default — prevents lost SSE events after\n MCP reconnect. Consumers no longer need to opt in manually.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: graceful schema fallback + EventStore by default",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-31T17:33:10Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "275c207a4490b7babe56008d32addcefcaf434f6",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add LoopbackBypass to BearerAuth — skip auth for 127.0.0.1/::1",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-23T00:52:57Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "43bfa178cbcb038bf4cc9fb0afb29d175ab494a4",
"body": "*bool fields generate Types: [\"null\", \"boolean\"] instead of Type: \"boolean\".\nAdded propType() helper to extract effective non-null type from either form.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: support nullable bool (*bool) in string coercion",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-03T01:52:31Z",
"body_truncated": false,
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{
"oid": "ecd5fccda869724a90596a388d7b981f41a4d5d7",
"body": "- BearerAuth.ToolFilter: per-scope tool filtering on tools/list and tools/call\n- NewTestServer(t, server, cfg): httptest convenience with auto-cleanup\n- MCPHooks{OnToolCall, OnToolResult, OnError}: typed callbacks for metrics/tracing\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: v0.6.0 — tool scope filtering, TestServer, MCPHooks",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-03T01:52:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0224a2a506f6725b3b4a342c3fee23ebe6dca220",
"body": "mcpserver.AddTool wraps Server.AddTool with automatic coercion of\nstring values to their schema-declared types before validation.\nLLMs frequently send \"true\" instead of true or \"5\" instead of 5.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: AddTool with lenient string-to-type coercion",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-03T01:49:08Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "611ce6dddd90bc26f2382e0ef678264acfa21c30",
"body": "Based on competitive analysis of FastMCP Python, mark3labs/mcp-go,\npunkpeye/fastmcp TS, and mcp-framework TS.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add v0.6.0 roadmap: tool scope filtering, test helpers, MCPHooks",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-03T01:24:08Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8f96e9a43e82df263d1502b38644da75912c945c",
"body": "Convenience function for internal services that need simple\nbearer token auth without full OAuth flow.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add StaticTokenVerifier helper for pre-shared token auth",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T23:32:33Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f0418c8168d6680ad715039ef217ef36b5241816",
"body": "Add MCP-layer middleware pass-through (MCPReceivingMiddleware/MCPSendingMiddleware),\nexpose StreamableHTTP options (SessionTimeout, EventStore, JSONResponse, MCPLogger),\nand OAuth 2.1 bearer token auth wrapping /mcp only with RFC 9728 metadata endpoint.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: v0.5.0 — MCP middleware, StreamableHTTP options, OAuth bearer auth",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T23:04:14Z",
"body_truncated": false,
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{
"oid": "3e788de24a608e771592022f419dcc708a5273b1",
"body": "…questID\n\n- Config.DisableMCP: skip /mcp route registration for pure HTTP bootstrap\n- Config.Stateless *bool: nil defaults to true, *false enables sessions\n- Build() constructor: returns http.Handler for testing/embedding\n- responseWriter.Flush(): http.Flusher for SSE through middleware\n- WithRequestID(): context helper for consumer tests\n- Extracted responseWriter to response_writer.go (middleware.go 204→180)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: v0.4.0 — DisableMCP, Stateless toggle, Build(), Flusher, WithRe…",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T22:03:44Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "14159a5f966df0aaba4c9d405a3f4eb02e89adba",
"body": "go-billing migration deferred to v0.4.0 (needs DisableMCP flag).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: mark gigiena-teksta migration as complete",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T21:24:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "398cd8c021a7250e12680b63ed914f7b373f49b1",
"body": "JSON injection in health (quotes, backslash, XSS, unicode, null bytes),\nreadiness error escaping, config validation edge cases, pre-cancelled\ncontext, CORS empty origins/Vary/Max-Age on GET, responseWriter guards.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test: add hard red tests for v0.3.0 edge cases",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T21:06:34Z",
"body_truncated": false,
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{
"oid": "df83a4bc70bf5d753192e86c740ffbb484ab0420",
"body": "- Add Config.Context for external context injection (solves double signal handler)\n- Add CORSMaxAge and CORSAllowHeaders for configurable CORS preflight\n- Add Config validation (Name and Version required)\n- Replace health JSON string concat with json.Marshal for safety\n- Bump go-sdk v1.3.1 → v1.4.0\n- Extract Config to config.go, update README with full v0.3.0 API\n- Add ROADMAP.md with v0.4.0 planned items\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: v0.3.0 — Context field, CORS Max-Age, config validation, SDK bump",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T20:13:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "56775129f806b18d52fd07016225fcb7dc63f056",
"body": "- Replace inline recoveryMiddleware with Chain()+buildMiddleware()\n- Replace inline /health with registerHealth()\n- Add Config fields: Middleware, CORSOrigins, DisableRequestLog\n- Remove tests moved to middleware_test.go and health_test.go\n- Add TestBuildMiddleware (4 subtests)\n- Integration test now verifies X-Request-ID and /health/live\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: wire middleware chain into Run(), update tests",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T10:13:39Z",
"body_truncated": false,
"is_coding_agent": true
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{
"oid": "a080f30285c44a384d50b51613ddfe02a1a61b4c",
"body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add liveness and readiness health endpoints",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T10:10:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ac9baca2ff8fdb28f51166885564ff8fb8bca35d",
"body": "- Initialize responseWriter.status to http.StatusOK so handlers that\n never call WriteHeader/Write log correct 200 status\n- Add Vary: Origin header for non-wildcard CORS responses to prevent\n cache poisoning\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: responseWriter default status + Vary: Origin in CORS",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T10:08:26Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6d7d1873ec8e437f9045d32cac7e64d76e40d952",
"body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add middleware chain with recovery, requestID, logging, CORS",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-02T10:05:07Z",
"body_truncated": false,
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{
"oid": "edfcd4f83b4adf9160bff5704c52558c16db376b",
"body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add README with usage examples and API reference",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-01T04:53:41Z",
"body_truncated": false,
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"body": "MCP server bootstrap that eliminates ~80 lines of boilerplate shared across\n7 Go MCP servers: stdio detection, slog setup, signal handling, StreamableHTTP\nhandler, /mcp routes, /health endpoint, recovery middleware, graceful shutdown.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Initial implementation of go-mcpserver bootstrap library",
"author_name": "Anatoly Koptev",
"author_login": "anatolykoptev",
"committed_at": "2026-03-01T04:49:54Z",
"body_truncated": false,
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}
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{
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"login": "anatolykoptev",
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"avatar_url": "https://avatars.githubusercontent.com/u/239934030?v=4"
},
{
"type": "User",
"login": "Rabbittoly",
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"avatar_url": "https://avatars.githubusercontent.com/u/141882071?v=4"
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"security_signals": {
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
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"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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{
"name": "CII-Best-Practices",
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"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
"name": "Dependency-Update-Tool",
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"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
"name": "SAST",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
"name": "Vulnerabilities",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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],
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"last_comment_author": null
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},
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"source": {
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"key": "community_health",
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{
"code": "license_spdx",
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{
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{
"key": "issue_template",
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{
"key": "governance",
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{
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{
"key": "contributor_breadth",
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{
"key": "openssf_scorecard_contributors",
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"status": "partial",
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]
},
{
"key": "responsiveness",
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{
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{
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},
{
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"notes": [
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"inputs": {
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"components": [
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{
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{
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{
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"notes": [],
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"inputs": {
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{
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{
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{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "7 out of 11 merged PRs checked by a CI test -- score normalized to 6",
"points": 12,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"boilerplate",
"framework",
"go",
"golang",
"mcp",
"mcp-server"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"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": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"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": "at_risk",
"name": "Security",
"value": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"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": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.5
},
"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": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"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 is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"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": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"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,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.977,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "42 of 43 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 42,
"sampled": 43
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.721,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "31 of the last 43 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 31,
"sampled": 43
}
}
],
"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",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 38400,
"source_files_sampled": 27,
"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": "0/27 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 27,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"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": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-24T23:21:02.082372Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anatolykoptev/go-mcpserver.svg",
"full_name": "anatolykoptev/go-mcpserver",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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.