Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 16:31 UTC

CircleCI-Public / mcp-server-circleci

A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol, enabling enhanced AI-powered development experiences.

TypeScriptCustom license★ 93 stars⑂ 62 forkssince Mar 2025View on GitHub ↗
KindCommand-line toolMCP serverLibraryNetwork servicehow this is determined
#mcp-server#modelcontextprotocol

CircleCI-Public/mcp-server-circleci holds a health index of 19 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (81/100) and lowest on Vitality (36/100). It was last updated 37 days ago. 4 contributors account for most of its recent work.

19
overall / 100
Critical

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

19
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 61 is calibrated to 67 on the published index scale (record calibration 2026-08-02).

Ownership

CircleCI PublicOrganization · verified domain
232 followers253 public repossince Mar 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
npm@circleci/mcp-server-circleci⚠ Deprecated: use CircleCI's hosted MCP server or CircleCI CLI MCP instead. See https://circleci.com/docs/guides/toolkit/circleci-mcp-overview/0.20.0126,5975337 days ago

Metrics by category

Vitality

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

36Weak · 21% of overall

Development activity

60Moderate
How it's scored
18/36Push recency — last push 37 days ago
15.2/36Commit cadence — 22/52 weeks with commits
16.5/18Commit volume — 68 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year68
human_commit_share1
days_since_last_push37
active_weeks_last_year22

Release discipline

1Critical
How it's scored
0/27Ships releases — no releases published
0/36Release recency — no releases
0/27Release cadence — no releases
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count0
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?

70Good · 17% of overall

Popularity & adoption

52Moderate
How it's scored
31.9/60Stars — 93 stars
14.9/25Forks — 62 forks
5.6/15Watchers — 11 watchers
Inputs used
forks62
stars93
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

79Good
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicescircleci.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

85Excellent
How it's scored
68/80Monthly downloads — 126,597 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@circleci/mcp-server-circleci
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads126,597
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

81Excellent · 23% of overall

Maintainer resilience (bus factor)

84Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
17.6/22.5Commit distribution — top contributor authored 22% of commits
13.5/13.5Contributor breadth — 25 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled25
top_contributor_share0.22

Issue & PR responsiveness

67Good
How it's scored
0/42Issue resolution — no issues or no data
23.9/30PR acceptance — 118/148 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs118
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d1
issue_closed_ratio—
closed_unmerged_prs30
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.

Ownership & stewardship

92Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
17/25Owner reach — 232 followers of CircleCI-Public
25/25Track record — 253 public repos, account ~9 yr old
Inputs used
followers232
owner_typeOrganization
is_verifiedyes
owner_loginCircleCI-Public
public_repos253
account_age_days3,461

Package maintenance

80Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 37 days ago
20/20Version history — 53 published versions
0/20Not deprecated — @circleci/mcp-server-circleci: Deprecated: use CircleCI's hosted MCP server or CircleCI CLI MCP instead. See https://circleci.com/docs/guides/toolkit/circleci-mcp-overview/
Inputs used
packages@circleci/mcp-server-circleci
ecosystemsnpm
any_deprecatedyes
min_days_since_publish37

Engineering Quality

Are baseline engineering and documentation practices in place?

60Moderate · 19% of overall

Engineering practices

60Moderate
How it's scored
0/24CI workflows
24/24Tests present
16/16Linter config — eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 2 topics
10/10Wiki
Inputs used
topicsmcp-server, modelcontextprotocol
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

58Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 5 contributing companies or organizations
0/10Dangerous-Workflow — no data
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 53 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.

Dependency advisories

71Good
How it's scored
16.8/35Direct dependencies free of known advisories — 1 affected: csv-parse 6.0.0 (moderate 6.5)
14.4/25Indirect dependencies free of known advisories — 1 affected: qs 6.15.3 (moderate 5.3)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories3
affected_packages2
assessed_packages128
unassessed_packages0
affected_by_severitymoderate 2
direct_affected_packages1
Matched the npm:@circleci/mcp-server-circleci@0.20.0 runtime dependency closure — what installing the published package pulls in — 128 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

59Moderate · 4% of overall

Agent context & guidance

51Moderate
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://circleci.com/llms.txt)
36.3/40Legible commit history — 68 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://circleci.com/llms.txt
legible_history_share0.68
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

64Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 8 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.08
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/128 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes23,314
source_files_sampled128
oversized_source_files0

Machine-readable interfaces

20At Risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

93GitHub stars
25contributors
68commits, last 12 months
37days since last push
0releases
4bus factor
0open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 62 ⇿
0Stars
62Forks

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.

013253850636132025-042025-122026-08

Each point covers 2 days.

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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).Scorecard v5.5.0 · 2026-09-13 16:31 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 5 contributing companies or organizations
n/aDangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities53 existing vulnerabilities detected
Direct dependencies 8
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/sdk^1.15.1package.json
npmchrono-node2.8.3package.json
npmcsv-parse6.0.0package.json
npmdate-fns4.1.0package.json
npmexpress^4.19.2package.json
npmparse-github-url^1.0.3package.json
npmzod^3.24.2package.json
npmzod-to-json-schema^3.24.3package.json
All dependencies 373

Full resolved dependency set from the GitHub dependency graph: 9 direct and 364 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@modelcontextprotocol/sdk1.17.1direct
npmchrono-node2.8.3direct
npmcsv-parse6.0.0direct
npmdate-fns4.1.0direct
npmexpress4.21.2direct
npmexpress5.1.0direct
npmparse-github-url1.0.3direct
npmzod3.24.2direct
npmzod-to-json-schema3.24.5direct
npm@esbuild/aix-ppc640.25.1indirect
npm@esbuild/android-arm0.25.1indirect
npm@esbuild/android-arm640.25.1indirect
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npm@esbuild/linux-mips64el0.25.1indirect
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npm@esbuild/linux-s390x0.25.1indirect
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npm@esbuild/netbsd-arm640.25.1indirect
npm@esbuild/netbsd-x640.25.1indirect
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npm@esbuild/sunos-x640.25.1indirect
npm@esbuild/win32-arm640.25.1indirect
npm@esbuild/win32-ia320.25.1indirect
npm@esbuild/win32-x640.25.1indirect
npm@eslint-community/eslint-utils4.5.1indirect
npm@eslint-community/regexpp4.12.1indirect
npm@eslint/config-array0.19.2indirect
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npm@eslint/eslintrc3.3.1indirect
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npm@nodelib/fs.scandir2.1.5indirect
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npm@pkgr/core0.2.0indirect
npm@rollup/rollup-android-arm-eabi4.38.0indirect
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npmmedia-typer1.1.0indirect
npmmerge-descriptors1.0.3indirect
npmmerge-descriptors2.0.0indirect
npmmerge21.4.1indirect
npmmethods1.1.2indirect
npmmicromatch4.0.8indirect
npmmime1.6.0indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.1indirect
npmminimatch3.1.2indirect
npmminimatch9.0.5indirect
npmminimist1.2.8indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmnanoid3.3.11indirect
npmnatural-compare1.4.0indirect
npmnegotiator0.6.3indirect
npmnegotiator1.0.0indirect
npmnice-try1.0.5indirect
npmnodemon3.1.9indirect
npmnormalize-path3.0.0indirect
npmnpm-run-path2.0.2indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmoptionator0.9.4indirect
npmp-finally1.0.0indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparseurl1.3.3indirect
npmpath-exists4.0.0indirect
npmpath-key2.0.1indirect
npmpath-key3.1.1indirect
npmpath-parse1.0.7indirect
npmpath-to-regexp0.1.12indirect
npmpath-to-regexp8.2.0indirect
npmpathe2.0.3indirect
npmpathval2.0.0indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.1indirect
npmpkce-challenge5.0.0indirect
npmpostcss8.5.3indirect
npmprelude-ls1.2.1indirect
npmprettier3.5.3indirect
npmprettier-linter-helpers1.0.0indirect
npmproxy-addr2.0.7indirect
npmpstree.remy1.1.8indirect
npmpump3.0.2indirect
npmpunycode2.3.1indirect
npmqs6.13.0indirect
npmqs6.14.0indirect
npmqueue-microtask1.2.3indirect
npmrange-parser1.2.1indirect
npmraw-body2.5.2indirect
npmraw-body3.0.0indirect
npmreaddirp3.6.0indirect
npmrechoir0.6.2indirect
npmresolve1.22.10indirect
npmresolve-from4.0.0indirect
npmresolve-pkg-maps1.0.0indirect
npmreusify1.1.0indirect
npmrollup4.38.0indirect
npmrouter2.2.0indirect
npmrun-parallel1.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsemver5.7.2indirect
npmsemver7.7.1indirect
npmsend0.19.0indirect
npmsend1.2.0indirect
npmserve-static1.16.2indirect
npmserve-static2.2.0indirect
npmsetprototypeof1.2.0indirect
npmshebang-command1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex1.0.0indirect
npmshebang-regex3.0.0indirect
npmshelljs0.9.2indirect
npmshx0.4.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsiginfo2.0.0indirect
npmsignal-exit3.0.7indirect
npmsimple-update-notifier2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstatuses2.0.1indirect
npmstatuses2.0.2indirect
npmstd-env3.8.1indirect
npmstrip-eof1.0.0indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color5.5.0indirect
npmsupports-color7.2.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmsynckit0.10.3indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinypool1.0.2indirect
npmtinyrainbow2.0.0indirect
npmtinyspy3.0.2indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtouch3.1.1indirect
npmts-api-utils2.1.0indirect
npmtslib2.8.1indirect
npmtsx4.19.3indirect
npmtype-check0.4.0indirect
npmtype-is1.6.18indirect
npmtype-is2.0.1indirect
npmtypescript5.8.2indirect
npmtypescript-eslint8.29.0indirect
npmundefsafe2.0.5indirect
npmundici-types6.20.0indirect
npmunpipe1.0.0indirect
npmuri-js4.4.1indirect
npmutils-merge1.0.1indirect
npmvary1.1.2indirect
npmvite6.2.4indirect
npmvite-node3.1.1indirect
npmvitest3.1.1indirect
npmwhich1.3.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwrappy1.0.2indirect
npmyocto-queue0.1.0indirect
Dependency advisories 2

Installing npm:@circleci/mcp-server-circleci@0.20.0 pulls in 128 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
csv-parse6.0.0directmoderate17.0.2
qs6.15.3indirectmoderate26.16.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — npm.