Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-06 02:58 UTC

8beeeaaat / touchdesigner-mcp

MCP server for TouchDesigner

TypeScript · PythonMIT★ 517 stars⑂ 53 forkssince Apr 2025View on GitHub ↗
KindLibraryCommand-line toolNetwork serviceMCP serverhow this is determined

8beeeaaat/touchdesigner-mcp holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (88/100) and lowest on Security (56/100). It was last updated 28 days ago. A single contributor accounts for most of its recent work.

81
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.

81
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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

sadao komakiPersonal account
42 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-server2.0.04,2535137 days agomcp-servertouchdesigner
PyPItouchdesigner-mcppoints to another repo — not scored0.2.0-218 days agotouchdesignermcpmodel-context-protocolllmcreative-coding

Metrics by category

Vitality

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

77Good · 21% of overall
How it's scored
28.8/36Push recencylast push 28 days ago
13.8/36Commit cadence20/52 weeks with commits
15.8/18Commit volume57 commits in the last year
10/10OpenSSF Scorecard: Maintained27 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year57
human_commit_share0.98
days_since_last_push28
active_weeks_last_year20
How it's scored
27/27Ships releases36 releases published
36/36Release recencylatest release 37 days ago
27/27Release cadencea release every ~16.2 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count36
latest_release_tagv2.0.0
releases_from_tagsno
days_since_latest_release37
mean_days_between_releases16.2

Community & Adoption

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

60Moderate · 17% of overall
How it's scored
44/60Stars517 stars
14.3/25Forks53 forks
4.3/15Watchers7 watchers
Inputs used
forks53
stars517
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized 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
How it's scored
48.4/80Monthly downloads4,253 downloads/month across npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagestouchdesigner-mcp-server
dependents
ecosystemsnpm
total_downloads
monthly_downloads4,253
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?

58Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
1/22.5Commit distributiontop contributor authored 96% of commits
4.1/13.5Contributor breadth3 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.955
How it's scored
42/42Issue resolution100% of issues closed
28.5/30PR acceptance150/158 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
1.5/15OpenSSF Scorecard: Code-ReviewFound 5/30 approved changesets -- score normalized to 1
Inputs used
merged_prs150
open_issues0
closed_issues52
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio1
closed_unmerged_prs8
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
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
11.7/25Owner reach42 followers of 8beeeaaat
21/25Track record16 public repos, account ~13 yr old
Inputs used
followers42
owner_typeUser
is_verified
owner_login8beeeaaat
public_repos16
account_age_days4,854
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on npm
35/35Publish recencylatest publish 37 days ago
20/20Version history51 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagestouchdesigner-mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish37

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall
How it's scored
24/24CI workflows2 workflow(s)
24/24Tests present
16/16Linter configbiome.json, pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests25 out of 30 merged PRs checked by a CI test -- score normalized to 8
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 sitehttps://www.npmjs.com/package/touchdesigner-mcp-server
10/10Repository description
10/10Topics3 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?

56Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
3.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2/2.5CI-Tests25 out of 30 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-ReviewFound 5/30 approved changesets -- score normalized to 1
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained27 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
1/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities21 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.5

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno 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@0.2.0 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
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history93 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.949
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes8,858
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format configbiome.json, pyproject.toml ([tool.ruff])
11/11Static type checkingtsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice26 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance2 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependenciesdependency 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_share0.26
toolchain_manifests
dependency_bot_commit_share0.02
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
55/55Manageable file sizes0/91 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes29,482
source_files_sampled91
oversized_source_files0
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

517GitHub stars
3contributors
57commits, last 12 months
28days since last push
36releases
1bus factor
0open 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 ★ / 53 ⇿
0Stars
53Forks
36Releases

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.

01020304050605232025-052026-012026-09
Major 2Minor 6Patch 21

Each point covers 2 days.

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).Scorecard v5.5.0 · 2026-09-06 02:58 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests25 out of 30 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 5/30 approved changesets -- score normalized to 1
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
10Maintained27 commit(s) and 7 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
0Vulnerabilities21 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
npmaxios1.18.1package.json
npmexpress5.2.1package.json
npmmustache4.2.0package.json
npmsemver7.8.5package.json
npmyaml2.9.0package.json
npmzod4.4.3package.json
PyPIPyYAML>=6.0pyproject.toml
All dependencies 482

Full resolved dependency set from the GitHub dependency graph: 12 direct and 470 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIsetuptoolsindirect
Dependency advisories 0

Installing pypi:touchdesigner-mcp@0.2.0 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.

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 statisticsnpm, PyPI.