Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 16:07 UTC
bobmatnyc / claude-mpm
Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude
bobmatnyc/claude-mpm holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (41/100). It was last updated today. A single contributor accounts for most of its recent work.
72
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
72
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
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.
Ownership
Robert (Masa) MatsuokaPersonal account
53 followers75 public repossince Jul 20111M Consulting
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| npm | claude-mpm | 6.5.81 | 11,128 | 236 | 0 days ago | claudeaiorchestrationmulti-agentproject-managementcliclaude-codeanthropic |
| PyPI | claude-mpm | 6.5.81 | 21,126 | 794 | 0 days ago | claudeclaude-codeanthropicai-agentsmulti-agentworkflow-automationagent-orchestrationdeveloper-toolscli-toolsmcpmodel-context-protocolskills-systemsession-managementsemantic-searchcode-searchgoogle-workspacegmail-apigoogle-calendargoogle-drivegoogle-tasksgithub-integrationticket-managementai-developmentcode-generationdevopsautomation |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
95
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 4,544 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 4,544 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~1.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v6.5.81 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
60
Popularity & adoption
47At risk
How it's scored
| 34.9/60 | Stars — 143 stars |
| 12.2/25 | Forks — 30 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 30 |
| stars | 143 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
64Moderate
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
How it's scored
| 60.1/80 | Monthly downloads — 32,254 downloads/month across npm, pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | claude-mpm, claude-mpm |
| dependents | — |
| ecosystems | npm, pypi |
| total_downloads | — |
| monthly_downloads | 32,254 |
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?
64
Maintainer resilience (bus factor)
29Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.9/22.5 | Commit distribution — top contributor authored 96% of commits |
| 13.5/13.5 | Contributor breadth — 13 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 13 |
| top_contributor_share | 0.959 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 34/38.3 | PR acceptance — 263/296 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 263 |
| open_issues | 0 |
| closed_issues | 639 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 33 |
Ownership & stewardship
59Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 12.5/25 | Owner reach — 53 followers of bobmatnyc |
| 25/25 | Track record — 75 public repos, account ~15 yr old |
Inputs used
| followers | 53 |
| owner_type | User |
| is_verified | — |
| owner_login | bobmatnyc |
| public_repos | 75 |
| account_age_days | 5,482 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on npm, pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 794 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | claude-mpm, claude-mpm |
| ecosystems | npm, pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
90
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .ruff.toml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
85Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 10/10 | Wiki |
Inputs used
| topics | ai, claude, cli, mcp, multi-agent, orchestration, plugin, python |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
41
Security posture
41At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 98 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.1 |
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
79
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md, docs/specs/agents.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md, docs/specs/agents.md |
| agent_instruction_max_bytes | 43,276 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
88Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .ruff.toml |
| 11/11 | Static type checking — pyrightconfig.json, src/claude_mpm/dashboard-svelte/tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | pyrightconfig.json, src/claude_mpm/dashboard-svelte/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (pyrightconfig.json, src/claude_mpm/dashboard-svelte/tsconfig.json) |
| 54.4/55 | Manageable file sizes — 27/2,326 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 964,324 |
| source_files_sampled | 2,326 |
| oversized_source_files | 27 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
143GitHub stars
13contributors
4,544commits, last 12 months
0days since last push
100releases
1bus factor
0open issues
npm, PyPIpackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 4.1 / 10
4.1aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 98 existing vulnerabilities detected |
Direct dependencies 43
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | playwright | ^1.55.0 | package.json |
| npm | puppeteer | ^24.34.0 | package.json |
| npm | react | ^18.2.0 | package.json |
| npm | react-dom | ^18.2.0 | package.json |
| npm | react-window | ^1.8.8 | package.json |
| npm | react-window-infinite-loader | ^1.0.9 | package.json |
| npm | socket.io-client | ^4.8.1 | package.json |
| PyPI | ai-trackdown-pytools | >=1.4.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.0 | pyproject.toml |
| PyPI | click | >=8.0.0 | pyproject.toml |
| PyPI | pexpect | >=4.8.0 | pyproject.toml |
| PyPI | psutil | >=5.9.0 | pyproject.toml |
| PyPI | requests | >=2.25.0 | pyproject.toml |
| PyPI | flask | >=3.0.0 | pyproject.toml |
| PyPI | flask-cors | >=4.0.0 | pyproject.toml |
| PyPI | watchdog | >=3.0.0 | pyproject.toml |
| PyPI | python-socketio | >=5.14.0 | pyproject.toml |
| PyPI | aiohttp | >=3.9.0 | pyproject.toml |
| PyPI | aiohttp-cors | >=0.7.0,<0.8.0 | pyproject.toml |
| PyPI | python-engineio | >=4.8.0 | pyproject.toml |
| PyPI | aiofiles | >=23.0.0 | pyproject.toml |
| PyPI | websockets | >=12.0 | pyproject.toml |
| PyPI | python-frontmatter | >=1.0.0 | pyproject.toml |
| PyPI | mistune | >=3.0.0 | pyproject.toml |
| PyPI | tree-sitter | >=0.21.0 | pyproject.toml |
| PyPI | ijson | >=3.2.0 | pyproject.toml |
| PyPI | toml | >=0.10.2 | pyproject.toml |
| PyPI | packaging | >=21.0 | pyproject.toml |
| PyPI | pydantic | >=2.0.0 | pyproject.toml |
| PyPI | pydantic-settings | >=2.0.0 | pyproject.toml |
| PyPI | rich | >=13.0.0 | pyproject.toml |
| PyPI | questionary | >=2.0.0 | pyproject.toml |
| PyPI | pyee | >=13.0.0 | pyproject.toml |
| PyPI | pathspec | >=0.11.0 | pyproject.toml |
| PyPI | fastapi | >=0.100.0 | pyproject.toml |
| PyPI | uvicorn | >=0.20.0 | pyproject.toml |
| PyPI | httpx | >=0.24.0 | pyproject.toml |
| PyPI | keyring | >=24.0.0 | pyproject.toml |
| PyPI | cryptography | >=41.0.0 | pyproject.toml |
| PyPI | mcp | >=1.0.0 | pyproject.toml |
| PyPI | huey | >=2.5.0 | pyproject.toml |
| PyPI | commitizen | >=4.13.9 | pyproject.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"max_points": 54
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{
"key": "commit_distribution",
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"key": "openssf_scorecard_contributors",
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]
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{
"key": "responsiveness",
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{
"key": "pr_acceptance",
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},
{
"key": "stewardship",
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{
"key": "verified_domain",
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{
"key": "owner_reach",
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],
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{
"key": "track_record",
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},
{
"key": "package_maintenance",
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{
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{
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],
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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],
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}
],
"metrics_version": "1.13.0"
},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-07-17T16:07:40.361771Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bobmatnyc/claude-mpm.svg",
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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 v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm, PyPI.