Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 07:26 UTC

socialneuron / mcp-server

MCP server for Social Neuron - Content that learns what works

TypeScriptMIT★ 4 stars⑂ 0 forkssince Mar 2026View on GitHub ↗
KindLibraryMCP serverCommand-line toolNetwork servicehow this is determined

socialneuron/mcp-server holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Vitality (87/100) and lowest on Community & Adoption (50/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.

80
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.

80
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 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

Social Neuron TeamOrganization
1 follower4 public repossince Mar 2026

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

Package ecosystems

Metrics by category

Vitality

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

87Excellent · 21% of overall
How it's scored
36/36Push recency — last push 3 days ago
13.8/36Commit cadence — 20/52 weeks with commits
18/18Commit volume — 387 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_year387
human_commit_share0.45
days_since_last_push3
active_weeks_last_year20

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 21 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~14.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count21
latest_release_tagv2.0.2
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases14.8
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
How it's scored
7.7/60Stars — 4 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars4
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 (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes
How it's scored
46.8/80Monthly downloads — 3,250 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@socialneuron/mcp-server
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads3,250
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?

51Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.7/22.5Commit distribution — top contributor authored 97% 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_share0.971
How it's scored
42/42Issue resolution — 100% of issues closed
21.6/30PR acceptance — 267/370 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/9 approved changesets -- score normalized to 0
Inputs used
merged_prs267
open_issues0
closed_issues5
prs_merged_7d2
prs_decided_7d2
prs_merged_30d11
prs_decided_30d14
issue_closed_ratio1
closed_unmerged_prs103
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.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of socialneuron
6.1/25Track record — 4 public repos, account ~0 yr old
Inputs used
followers1
owner_typeOrganization
is_verifiedno
owner_loginsocialneuron
public_repos4
account_age_days191

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 5 days ago
20/20Version history — 33 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@socialneuron/mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://socialneuron.com/for-developers
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsai, analytics, automation, claude, content-creation, mcp, model-context-protocol, social-media
has_wikino
homepagehttps://socialneuron.com/for-developers
docs_sitehttps://socialneuron.com/for-developers
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

74Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/9 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 0 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
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.7
Excluded from scoring (no data or not applicable): 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_packages167
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:@socialneuron/mcp-server@2.0.2 runtime dependency closure — what installing the published package pulls in — 167 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.

68Good · 4% of overall
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://socialneuron.com/llms.txt)
40/40Legible commit history — 45 of 45 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://socialneuron.com/llms.txt
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — apps/analytics-pulse/tsconfig.json, apps/content-calendar/tsconfig.json, packages/sdk/tsconfig.json, tsconfig.json
10/10Reproducible environment — lockfile
8/10Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 55 of the last 100 commits are automated dependency updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configsapps/analytics-pulse/tsconfig.json, apps/content-calendar/tsconfig.json, packages/sdk/tsconfig.json, tsconfig.json
agent_commit_share0.04
toolchain_manifests—
dependency_bot_commit_share0.55
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.5/55Manageable file sizes — 2/237 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes92,729
source_files_sampled237
oversized_source_files2
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

4GitHub stars
2contributors
387commits, last 12 months
3days since last push
21releases
1bus factor
0open issues
npmpackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 6.7 / 10
6.7aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 07:25 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/9 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 0 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
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 9
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/ext-apps1.7.5package.json
npm@modelcontextprotocol/sdk^1.27.1package.json
npm@sentry/node10.70.0package.json
npm@supabase/supabase-js2.110.7package.json
npmexpress^5.1.0package.json
npmjose^6.2.1package.json
npmopen11.0.1package.json
npmposthog-node5.48.1package.json
npmzod^4.3.6package.json
All dependencies 489

Full resolved dependency set from the GitHub dependency graph: 14 direct and 475 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@modelcontextprotocol/ext-apps1.7.5direct
npm@modelcontextprotocol/sdk1.29.0direct
npm@modelcontextprotocol/sdk1.30.0direct
npm@sentry/node10.70.0direct
npm@supabase/supabase-js2.110.7direct
npmexpress5.2.1direct
npmjose6.2.2direct
npmjose6.2.3direct
npmjose6.2.8direct
npmopen11.0.1direct
npmopen8.4.2direct
npmposthog-node5.48.1direct
npmzod4.3.6direct
npmzod4.4.3direct
npm@apm-js-collab/code-transformer0.18.1indirect
npm@apm-js-collab/code-transformer-bundler-plugins0.7.4indirect
npm@apm-js-collab/tracing-hooks0.13.0indirect
npm@emnapi/core1.11.2indirect
npm@emnapi/runtime1.11.2indirect
npm@emnapi/wasi-threads1.2.2indirect
npm@esbuild/aix-ppc640.28.1indirect
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npm@esbuild/freebsd-x640.28.1indirect
npm@esbuild/linux-arm0.28.1indirect
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npm@esbuild/linux-ia320.28.1indirect
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npm@esbuild/linux-mips64el0.28.1indirect
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npm@esbuild/netbsd-x640.28.1indirect
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npm@jridgewell/sourcemap-codec1.5.5indirect
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npm@mediabunny/aac-encoder1.50.8indirect
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npm@rollup/rollup-linux-x64-musl4.62.4indirect
npm@rollup/rollup-openbsd-x644.62.4indirect
npm@rollup/rollup-openharmony-arm644.62.4indirect
npm@rollup/rollup-win32-arm64-msvc4.62.4indirect
npm@rollup/rollup-win32-ia32-msvc4.62.4indirect
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npm@rspack/binding-darwin-x641.7.11indirect
npm@rspack/binding-linux-arm64-gnu1.7.11indirect
npm@rspack/binding-linux-arm64-musl1.7.11indirect
npm@rspack/binding-linux-x64-gnu1.7.11indirect
npm@rspack/binding-linux-x64-musl1.7.11indirect
npm@rspack/binding-wasm32-wasi1.7.11indirect
npm@rspack/binding-win32-arm64-msvc1.7.11indirect
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npm@types/dom-mediacapture-transform0.1.12indirect
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npm@types/eslint9.6.1indirect
npm@types/eslint-scope3.7.7indirect
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npm@types/http-errors2.0.5indirect
npm@types/json-schema7.0.15indirect
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npm@types/qs6.15.1indirect
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npm@typescript/typescript-freebsd-arm647.0.2indirect
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npm@typescript/typescript-linux-arm7.0.2indirect
npm@typescript/typescript-linux-arm647.0.2indirect
npm@typescript/typescript-linux-loong647.0.2indirect
npm@typescript/typescript-linux-mips64el7.0.2indirect
npm@typescript/typescript-linux-ppc647.0.2indirect
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Dependency advisories 0

Installing npm:@socialneuron/mcp-server@2.0.2 pulls in 167 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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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.