Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-22 10:04 UTC

8beeeaaat / touchdesigner-mcp

MCP server for TouchDesigner

TypeScript · PythonMIT★ 596 stars⑂ 65 forkssince Apr 2025View on GitHub ↗
KindLibraryCommand-line toolNetwork serviceMCP serverhow this is determined
#mcp#mcp-server#touchdesigner

8beeeaaat/touchdesigner-mcp holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (87/100) and lowest on Security (57/100). It was last updated 10 days ago. A single contributor accounts for most of its recent work.

83
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.

83
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

sadao komakiPersonal account
45 followers16 public repossince May 2013

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
npmtouchdesigner-mcp-server2.1.06,4695232 days agomcp-servertouchdesigner
PyPItouchdesigner-mcppoints to another repo — not scored0.3.05038 days agotouchdesignermcpmodel-context-protocolllmcreative-coding

Metrics by category

Vitality

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

78Good · 21% of overall

Development activity

70Good
How it's scored
28.8/36Push recency — last push 10 days ago
15.2/36Commit cadence — 22/52 weeks with commits
16.2/18Commit volume — 63 commits in the last year
10/10OpenSSF Scorecard: Maintained — 13 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year63
human_commit_share0.98
days_since_last_push10
active_weeks_last_year22

Release discipline

90Excellent
How it's scored
27/27Ships releases — 37 releases published
36/36Release recency — latest release 32 days ago
27/27Release cadence — a release every ~19.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count37
latest_release_tagv2.1.0
releases_from_tagsno
days_since_latest_release32
mean_days_between_releases19.1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

62Moderate · 17% of overall

Popularity & adoption

65Good
How it's scored
45/60Stars — 596 stars
15.1/25Forks — 65 forks
4.7/15Watchers — 8 watchers
Inputs used
forks65
stars596
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

57Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

64Moderate
How it's scored
50.8/80Monthly downloads — 6,469 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagestouchdesigner-mcp-server
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads6,469
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?

60Moderate · 23% of overall

Maintainer resilience (bus factor)

17Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.5/22.5Commit distribution — top contributor authored 93% of commits
6.8/13.5Contributor breadth — 5 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled5
top_contributor_share0.932

Issue & PR responsiveness

85Excellent
How it's scored
40.6/42Issue resolution — 97% of issues closed
28.7/30PR acceptance — 170/178 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
3/15OpenSSF Scorecard: Code-Review — Found 7/30 approved changesets -- score normalized to 2
Inputs used
merged_prs170
open_issues2
closed_issues57
prs_merged_7d0
prs_decided_7d0
prs_merged_30d2
prs_decided_30d2
issue_closed_ratio0.966
closed_unmerged_prs8
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

54Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
12/25Owner reach — 45 followers of 8beeeaaat
21/25Track record — 16 public repos, account ~13 yr old
Inputs used
followers45
owner_typeUser
is_verified—
owner_login8beeeaaat
public_repos16
account_age_days4,901
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 32 days ago
20/20Version history — 52 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagestouchdesigner-mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish32

Engineering Quality

Are baseline engineering and documentation practices in place?

87Excellent · 19% of overall

Engineering practices

78Good
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — biome.json, pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 23 out of 30 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.npmjs.com/package/touchdesigner-mcp-server
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicsmcp, mcp-server, touchdesigner
has_wikiyes
homepagehttps://www.npmjs.com/package/touchdesigner-mcp-server
docs_sitehttps://www.npmjs.com/package/touchdesigner-mcp-server
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall

Security posture

46Weak
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
1.8/2.5CI-Tests — 23 out of 30 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 7/30 approved changesets -- score normalized to 2
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 — 13 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.6

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_packages36
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 pypi:touchdesigner-mcp@0.3.0 runtime dependency closure — what installing the published package pulls in — 36 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.

80Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 94 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.959
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes9,208

Verify loop (build / test / typecheck)

92Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — biome.json, pyproject.toml ([tool.ruff])
11/11Static type checking — tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 31 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.31
toolchain_manifests—
dependency_bot_commit_share0.02

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/112 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes41,551
source_files_sampled112
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

596GitHub stars
5contributors
63commits, last 12 months
10days since last push
37releases
1bus factor
2open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'touchdesigner-mcp' points at a different repository (https://github.com/quentinR2/TouchDesignerMcp); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 65 ⇿
0Stars
65Forks
37Releases

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.

01325385063756432025-052026-012026-10
Major 2Minor 7Patch 21

Each point covers 2 days.

OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-10-22 10:03 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
7CI-Tests23 out of 30 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 7/30 approved changesets -- score normalized to 2
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
10Maintained13 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities20 existing vulnerabilities detected
Direct dependencies 11
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/core^2.0.0package.json
npm@modelcontextprotocol/express^2.0.0package.json
npm@modelcontextprotocol/node^2.0.0package.json
npm@modelcontextprotocol/server^2.0.0package.json
npmaxios1.20.0package.json
npmexpress5.2.1package.json
npmmustache4.2.0package.json
npmsemver7.8.5package.json
npmyaml2.9.1package.json
npmzod4.6.5package.json
PyPIPyYAML>=6.0pyproject.toml
All dependencies 473

Full resolved dependency set from the GitHub dependency graph: 12 direct and 461 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@modelcontextprotocol/core2.0.0direct
npm@modelcontextprotocol/express2.0.0direct
npm@modelcontextprotocol/node2.0.0direct
npm@modelcontextprotocol/server2.0.0direct
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npmexpress5.2.1direct
npmmustache4.2.0direct
npmsemver5.7.2direct
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PyPIpyyaml—direct
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PyPIsetuptools—indirect
Dependency advisories 0

Installing pypi:touchdesigner-mcp@0.3.0 pulls in 36 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.

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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.