Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-22 13:14 UTC

n24q02m / mcp-core

Shared foundation for building MCP servers -- Streamable HTTP transport, OAuth 2.1, browser-based credential setup, and a shared embedding daemon.

Python · TypeScriptApache-2.0★ 1 star⑂ 1 forksince Apr 2026View on GitHub ↗
KindMCP serverLibraryNetwork serviceCommand-line toolhow this is determined
#ai#mcp#model-context-protocol#oauth21#python#streamable-http#typescript#open-source

n24q02m/mcp-core holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (92/100) and lowest on Community & Adoption (50/100). It was last updated today. A single contributor accounts for most of its recent work.

86
overall / 100
Excellent

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.

86
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 72 is calibrated to 86 on the published index scale (record calibration 2026-08-02).

Ownership

Nguyen Quang MinhPersonal account
29 followers43 public repossince Jun 2023

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npm@n24q02m/mcp-core1.23.07,19212014 days agomcpmodel-context-protocolstreamable-httpoauth21transportclaudecursorcopilotcodexopencode
PyPIn24q02m-mcp-core1.23.09,41412014 days agomcpmodel-context-protocoloauth21streamable-httptransport
PyPImcp-embedding-daemon1.23.01,04511914 days agoembeddingggufinferencemcponnx

Metrics by category

Vitality

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

86Excellent · 21% of overall

Development activity

77Good
How it's scored
36/36Push recency — last push 0 days ago
13.2/36Commit cadence — 19/52 weeks with commits
18/18Commit volume — 680 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year680
human_commit_share0.61
days_since_last_push0
active_weeks_last_year19

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 11 days ago
27/27Release cadence — a release every ~2.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv1.23.1-beta.1
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases2.7
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?

50Moderate · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 1 stars
0/25Forks — 1 forks
0/15Watchers — 0 watchers
Inputs used
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Ecosystem adoption (downloads)

71Good
How it's scored
56.6/80Monthly downloads — 17,651 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@n24q02m/mcp-core, n24q02m-mcp-core, mcp-embedding-daemon
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads17,651
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?

52Moderate · 23% of overall

Maintainer resilience (bus factor)

12Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.998

Issue & PR responsiveness

63Moderate
How it's scored
37.3/42Issue resolution — 89% of issues closed
17.3/30PR acceptance — 431/748 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0
Inputs used
merged_prs431
open_issues1
closed_issues8
prs_merged_7d1
prs_decided_7d1
prs_merged_30d25
prs_decided_30d30
issue_closed_ratio0.889
closed_unmerged_prs317
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

49Weak
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
10.6/25Owner reach — 29 followers of n24q02m
18.4/25Track record — 43 public repos, account ~3 yr old
Inputs used
followers29
owner_typeUser
is_verified—
owner_loginn24q02m
public_repos43
account_age_days1,173
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 3 package(s) on npm, pypi
35/35Publish recency — latest publish 14 days ago
20/20Version history — 120 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@n24q02m/mcp-core, n24q02m-mcp-core, mcp-embedding-daemon
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish14

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — biome.json, packages/core-py/pyproject.toml ([tool.ruff]), packages/embedding-daemon/pyproject.toml ([tool.ruff]), ruff.toml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://mcp.n24q02m.com/servers/mcp-core/
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsai, mcp, model-context-protocol, oauth21, python, streamable-http, typescript, open-source
has_wikino
homepagehttps://mcp.n24q02m.com/servers/mcp-core/
docs_sitehttps://mcp.n24q02m.com/servers/mcp-core/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

78Good · 16% of overall

Security posture

72Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 24 out of 24 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
0/7.5Code-Review — Found 0/22 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.2
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages99
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@n24q02m/mcp-core@1.23.0 runtime dependency closure — what installing the published package pulls in — 99 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.

85Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://mcp.n24q02m.com/llms.txt)
40/40Legible commit history — 61 of 61 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://mcp.n24q02m.com/llms.txt
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes6,903

Verify loop (build / test / typecheck)

100Exceptional
How it's scored
18/18One-command bootstrap — .mise.toml, Makefile
22/22Automated tests
11/11Lint / format config — biome.json, packages/core-py/pyproject.toml ([tool.ruff]), packages/embedding-daemon/pyproject.toml ([tool.ruff]), ruff.toml
11/11Static type checking — packages/core-ts/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 9 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 39 of the last 100 commits are automated dependency updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files.mise.toml, Makefile
has_devcontainerno
has_linter_configyes
typecheck_configspackages/core-ts/tsconfig.json
agent_commit_share0.09
toolchain_manifests—
dependency_bot_commit_share0.39

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (packages/core-ts/tsconfig.json)
54.3/55Manageable file sizes — 4/296 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes111,991
source_files_sampled296
oversized_source_files4

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

1GitHub stars
2contributors
680commits, last 12 months
0days since last push
100releases
1bus factor
1open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'mcp-e2e-driver' from its registry
  • Could not fetch pypi package 'mcp-audit' from its registry

More detail

OpenSSF Scorecard 7.2 / 10
7.2aggregate

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 · 2026-08-22 13:14 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests24 out of 24 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/22 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 30
RegistryPackageVersion constraintManifest
PyPIfastmcp>=3.4.5packages/core-py/pyproject.toml
PyPIhttpx>=0.28.1packages/core-py/pyproject.toml
PyPIhttpcore>=1.0.9packages/core-py/pyproject.toml
PyPIcryptography>=50.0.0packages/core-py/pyproject.toml
PyPIauthlib>=1.7.2packages/core-py/pyproject.toml
PyPIstarlette>=1.3.1packages/core-py/pyproject.toml
PyPIpydantic>=2.12.5,<3packages/core-py/pyproject.toml
PyPIloguru>=0.7.3packages/core-py/pyproject.toml
PyPIplatformdirs>=4.11.0packages/core-py/pyproject.toml
PyPItomli-w>=1.2.0packages/core-py/pyproject.toml
PyPIfilelock>=3.32.2packages/core-py/pyproject.toml
npm@modelcontextprotocol/sdk^1.30.0packages/core-ts/package.json
npmbetter-sqlite3^13.0.2packages/core-ts/package.json
npmenv-paths^4.0.0packages/core-ts/package.json
npmjose^6.2.7packages/core-ts/package.json
PyPIfastapi>=0.141.1packages/embedding-daemon/pyproject.toml
PyPIuvicorn>=0.52.1packages/embedding-daemon/pyproject.toml
PyPIonnxruntime>=1.28.0packages/embedding-daemon/pyproject.toml
PyPInumpy>=2.5.1packages/embedding-daemon/pyproject.toml
PyPIhttpx>=0.28.1packages/embedding-daemon/pyproject.toml
PyPIpydantic>=2.12.5,<3packages/embedding-daemon/pyproject.toml
PyPIpsutil>=7.2.2scripts/audit/pyproject.toml
PyPIhttpx>=0.28.1scripts/e2e/pyproject.toml
PyPIboto3>=1.43.62scripts/e2e/pyproject.toml
PyPIbotocore>=1.43.62scripts/e2e/pyproject.toml
PyPIpyyaml>=6.0.3scripts/e2e/pyproject.toml
PyPIjinja2>=3.1.6scripts/e2e/pyproject.toml
PyPImcp>=2.0.0,<3scripts/e2e/pyproject.toml
PyPIhttpx2>=2.9.1,<3scripts/e2e/pyproject.toml
PyPIstarlette>=1.3.1scripts/e2e/pyproject.toml
All dependencies 151

Full resolved dependency set from the GitHub dependency graph: 27 direct and 124 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmbetter-sqlite3^13.0.2direct
npmenv-paths^4.0.0direct
npmjose^6.2.7direct
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PyPIboto31.43.70direct
PyPIbotocore1.43.70direct
PyPIcryptography50.0.0direct
PyPIfastapi0.141.1direct
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npm@types/node^26.2.0indirect
npm@vitest/coverage-v8^4.1.10indirect
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Dependency advisories 0

Installing npm:@n24q02m/mcp-core@1.23.0 pulls in 99 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

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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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, PyPI.