Public recordGood
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-16 11:35 UTC
paiml / pmcp
Pragmatic AI Labs MCP SDK
paiml/pmcp holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Security (44/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
71
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.
71
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
Pragmatic AI LabsOrganization
310 followers188 public repossince Nov 2016
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| crates.io | pmcp | 2.15.0 | 5,041 | 74 | 5 days ago | aillmmcpmodel-contextsdkasynchronousnetwork-programmingapi-bindings |
| crates.io | cargo-pmcppoints to another repo — not scored | 0.17.3 | 67 | 24 | 5 days ago | clidevelopmentmcpscaffoldtoolscommand-line-utilitiesdevelopment-tools |
| crates.io | pmcp-macros | 0.6.1 | 374 | 7 | 59 days ago | codegenmacrosmcpmodel-contextprocedural-macros |
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 3 days ago |
| 34.6/36 | Commit cadence — 50/52 weeks with commits |
| 18/18 | Commit volume — 1,994 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,994 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 50 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 78 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~6.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 78 |
| latest_release_tag | v2.15.0 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 6.1 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
47
Popularity & adoption
35At risk
How it's scored
| 27.8/60 | Stars — 53 stars |
| 7/25 | Forks — 8 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 8 |
| stars | 53 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | 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 | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
62Moderate
How it's scored
| 49.8/80 | Monthly downloads — 5,415 downloads/month across crates |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | pmcp, pmcp-macros |
| dependents | — |
| ecosystems | crates |
| total_downloads | 76,130 |
| monthly_downloads | 5,415 |
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?
65
Maintainer resilience (bus factor)
31At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 8/22.5 | Commit distribution — top contributor authored 64% of commits |
| 8.1/13.5 | Contributor breadth — 6 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0.644 |
Issue & PR responsiveness
68Moderate
How it's scored
| 34.3/46.8 | Issue resolution — 73% of issues closed |
| 33.7/38.3 | PR acceptance — 235/267 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 235 |
| open_issues | 8 |
| closed_issues | 22 |
| issue_closed_ratio | 0.733 |
| closed_unmerged_prs | 32 |
Ownership & stewardship
73Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 17.9/25 | Owner reach — 310 followers of paiml |
| 25/25 | Track record — 188 public repos, account ~9 yr old |
Inputs used
| followers | 310 |
| owner_type | Organization |
| is_verified | — |
| owner_login | paiml |
| public_repos | 188 |
| account_age_days | 3,524 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on crates |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 74 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | pmcp, pmcp-macros |
| ecosystems | crates |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
96
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 13 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 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
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://paiml.github.io/rust-mcp-sdk/ |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 10/10 | Wiki |
Inputs used
| topics | mcp, pdmt, pmat, pmcp, rust, sdk, paiml, paiml-active-tool |
| has_wiki | yes |
| homepage | https://paiml.github.io/rust-mcp-sdk/ |
| 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?
44
Security posture
44At risk
How it's scored
| 3/7.5 | Binary-Artifacts — binaries present in source code |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 0/18 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 |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 7 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 |
| 0/5 | Security-Policy — security policy file not 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 — 31 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.5 |
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.
87
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.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 |
| agent_instruction_max_bytes | 14,378 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
86Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, crates/mcp-tester/Makefile, examples/25-oauth-basic/Makefile, examples/26-server-tester/Makefile, examples/27-course-server-minimal/Makefile, examples/Makefile, examples/wasm-mcp-server/Makefile, examples/wasm-mcp-server/deployments/cloudflare/Makefile, examples/wasm-mcp-server/deployments/fermyon-spin/Makefile, justfile, presentations/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — cargo-pmcp/templates/landing/nextjs/tsconfig.json, crates/pmcp-server/deploy/tsconfig.json, packages/widget-runtime/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 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 | package-lock.json |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile, crates/mcp-tester/Makefile, examples/25-oauth-basic/Makefile, examples/26-server-tester/Makefile, examples/27-course-server-minimal/Makefile, examples/Makefile, examples/wasm-mcp-server/Makefile, examples/wasm-mcp-server/deployments/cloudflare/Makefile, examples/wasm-mcp-server/deployments/fermyon-spin/Makefile, justfile, presentations/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | cargo-pmcp/templates/landing/nextjs/tsconfig.json, crates/pmcp-server/deploy/tsconfig.json, packages/widget-runtime/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 53.7/55 | Manageable file sizes — 22/956 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 2,667,011 |
| source_files_sampled | 956 |
| oversized_source_files | 22 |
Machine-readable interfaces
100Excellent
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — examples/skills/code-mode/references/schema.graphql |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | examples/skills/code-mode/references/schema.graphql |
Key facts
53GitHub stars
6contributors
1,994commits, last 12 months
3days since last push
78releases
1bus factor
8open issues
crates.iopackage ecosystems
Data collection warnings
- crates package 'cargo-pmcp' points at a different repository (https://github.com/paiml/rust-mcp-sdk); excluded from ecosystem scoring
- Could not fetch crates package 'pmcp-fuzz' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
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).
| 4 | Binary-Artifacts | binaries present in source code |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 0/18 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 |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 7 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 |
| 0 | Security-Policy | security policy file not 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 | 31 existing vulnerabilities detected |
Direct dependencies 112
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | serde | 1.0 | Cargo.toml |
| crates.io | serde_json | 1.0 | Cargo.toml |
| crates.io | schemars | 1.0 | Cargo.toml |
| crates.io | pmcp-macros | 0.6.1 | Cargo.toml |
| crates.io | async-trait | 0.1 | Cargo.toml |
| crates.io | thiserror | 2.0 | Cargo.toml |
| crates.io | anyhow | 1.0 | Cargo.toml |
| crates.io | tracing | 0.1 | Cargo.toml |
| crates.io | http | 1.1 | Cargo.toml |
| crates.io | glob | 0.3 | Cargo.toml |
| crates.io | url | 2.5 | Cargo.toml |
| crates.io | toml | 1.0 | Cargo.toml |
| crates.io | uuid | 1.17 | Cargo.toml |
| crates.io | chrono | 0.4 | Cargo.toml |
| crates.io | regex | 1.11 | Cargo.toml |
| crates.io | urlencoding | 2.1 | Cargo.toml |
| crates.io | indexmap | 2.10 | Cargo.toml |
| crates.io | smallvec | 1.13 | Cargo.toml |
| crates.io | parking_lot | 0.12 | Cargo.toml |
| crates.io | dashmap | 6.1 | Cargo.toml |
| crates.io | bytes | 1.10 | Cargo.toml |
| crates.io | futures | 0.3 | Cargo.toml |
| crates.io | pmcp-widget-utils | 0.1.0 | Cargo.toml |
| crates.io | futures-util | 0.3 | Cargo.toml |
| crates.io | futures-channel | 0.3 | Cargo.toml |
| crates.io | futures-locks | 0.7 | Cargo.toml |
| crates.io | http-body-util | 0.1 | Cargo.toml |
| crates.io | sha2 | 0.11 | Cargo.toml |
| crates.io | base64 | 0.22 | Cargo.toml |
| crates.io | jsonwebtoken | 10.3 | Cargo.toml |
| crates.io | getrandom | 0.4 | Cargo.toml |
| crates.io | web-time | 1 | Cargo.toml |
| crates.io | webbrowser | 1 | Cargo.toml |
| crates.io | dirs | 6 | Cargo.toml |
| crates.io | rand | 0.10 | Cargo.toml |
| crates.io | tracing-subscriber | 0.3.20 | Cargo.toml |
| crates.io | tokio-tungstenite | 0.29 | Cargo.toml |
| crates.io | hyper | 1.6 | Cargo.toml |
| crates.io | hyper-util | 0.1 | Cargo.toml |
| crates.io | hyper-rustls | 0.27 | Cargo.toml |
| crates.io | rustls | 0.23 | Cargo.toml |
| crates.io | axum | 0.8.5 | Cargo.toml |
| crates.io | tower | 0.5 | Cargo.toml |
| crates.io | tower-http | 0.7 | Cargo.toml |
| crates.io | notify | 8.2 | Cargo.toml |
| crates.io | glob-match | 0.2 | Cargo.toml |
| crates.io | jsonschema | 0.46 | Cargo.toml |
| crates.io | garde | 0.23 | Cargo.toml |
| crates.io | rayon | 1.10 | Cargo.toml |
| crates.io | clap | 4 | cargo-pmcp/Cargo.toml |
| crates.io | clap_complete | 4 | cargo-pmcp/Cargo.toml |
| crates.io | anyhow | 1 | cargo-pmcp/Cargo.toml |
| crates.io | serde | 1 | cargo-pmcp/Cargo.toml |
| crates.io | serde_json | 1 | cargo-pmcp/Cargo.toml |
| crates.io | toml | 1.0 | cargo-pmcp/Cargo.toml |
| crates.io | walkdir | 2 | cargo-pmcp/Cargo.toml |
| crates.io | colored | 3 | cargo-pmcp/Cargo.toml |
| crates.io | indicatif | 0.18 | cargo-pmcp/Cargo.toml |
| crates.io | dirs | 6 | cargo-pmcp/Cargo.toml |
| crates.io | dotenvy | 0.15 | cargo-pmcp/Cargo.toml |
| crates.io | glob | 0.3 | cargo-pmcp/Cargo.toml |
| crates.io | hdrhistogram | 7.5 | cargo-pmcp/Cargo.toml |
| crates.io | tokio | 1 | cargo-pmcp/Cargo.toml |
| crates.io | tokio-util | 0.7 | cargo-pmcp/Cargo.toml |
| crates.io | pmcp | 2.9.0 | cargo-pmcp/Cargo.toml |
| crates.io | mcp-tester | 0.7.0 | cargo-pmcp/Cargo.toml |
| crates.io | mcp-preview | 0.3.1 | cargo-pmcp/Cargo.toml |
| crates.io | pmcp-workbook-compiler | 0.1.0 | cargo-pmcp/Cargo.toml |
| crates.io | include_dir | 0.7.4 | cargo-pmcp/Cargo.toml |
| crates.io | urlencoding | 2 | cargo-pmcp/Cargo.toml |
| crates.io | async-trait | 0.1.89 | cargo-pmcp/Cargo.toml |
| crates.io | pathdiff | 0.2.3 | cargo-pmcp/Cargo.toml |
| crates.io | cargo_metadata | 0.23 | cargo-pmcp/Cargo.toml |
| crates.io | oauth2 | 5.0 | cargo-pmcp/Cargo.toml |
| crates.io | reqwest | 0.13 | cargo-pmcp/Cargo.toml |
| crates.io | tiny_http | 0.12 | cargo-pmcp/Cargo.toml |
| crates.io | open | 5.0 | cargo-pmcp/Cargo.toml |
| crates.io | chrono | 0.4 | cargo-pmcp/Cargo.toml |
| crates.io | rpassword | 7.3 | cargo-pmcp/Cargo.toml |
| crates.io | zip | 8.1 | cargo-pmcp/Cargo.toml |
| crates.io | console | 0.16 | cargo-pmcp/Cargo.toml |
| crates.io | tempfile | 3 | cargo-pmcp/Cargo.toml |
| crates.io | thiserror | 2 | cargo-pmcp/Cargo.toml |
| crates.io | url | 2 | cargo-pmcp/Cargo.toml |
| crates.io | secrecy | 0.10 | cargo-pmcp/Cargo.toml |
| crates.io | zeroize | 1 | cargo-pmcp/Cargo.toml |
| crates.io | rand | 0.10 | cargo-pmcp/Cargo.toml |
| crates.io | regex | 1 | cargo-pmcp/Cargo.toml |
| crates.io | aws-config | 1 | cargo-pmcp/Cargo.toml |
| crates.io | aws-sdk-secretsmanager | 1 | cargo-pmcp/Cargo.toml |
| crates.io | serde-sarif | 0.8 | cargo-pmcp/Cargo.toml |
| crates.io | governor | 0.10 | cargo-pmcp/Cargo.toml |
| crates.io | sha2 | 0.11 | cargo-pmcp/Cargo.toml |
| crates.io | base64 | 0.22 | cargo-pmcp/Cargo.toml |
| crates.io | libfuzzer-sys | 0.4 | fuzz/Cargo.toml |
| crates.io | serde_json | 1.0 | fuzz/Cargo.toml |
| crates.io | bytes | 1.0 | fuzz/Cargo.toml |
| crates.io | base64 | 0.22 | fuzz/Cargo.toml |
| crates.io | arbitrary | 1.3 | fuzz/Cargo.toml |
| crates.io | tokio | 1.0 | fuzz/Cargo.toml |
| crates.io | async-trait | 0.1 | fuzz/Cargo.toml |
| crates.io | pmcp-macros-support | — | fuzz/Cargo.toml |
| crates.io | syn | 2 | fuzz/Cargo.toml |
| crates.io | pmcp | — | fuzz/Cargo.toml |
| crates.io | pmcp-code-mode | — | fuzz/Cargo.toml |
| crates.io | mcp-tester | — | fuzz/Cargo.toml |
| crates.io | syn | 2.0 | pmcp-macros/Cargo.toml |
| crates.io | quote | 1.0 | pmcp-macros/Cargo.toml |
| crates.io | proc-macro2 | 1.0 | pmcp-macros/Cargo.toml |
| crates.io | darling | 0.23 | pmcp-macros/Cargo.toml |
| crates.io | pmcp-macros-support | 0.1.0 | pmcp-macros/Cargo.toml |
| crates.io | heck | 0.5 | pmcp-macros/Cargo.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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},
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},
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},
"ecosystem": {
"packages": [
{
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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": [
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"components": [
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{
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{
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},
{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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},
{
"key": "contributors",
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"points": 1.5,
"status": "partial",
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"max_points": 2.5
},
{
"key": "dangerous_workflow",
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"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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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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"status": "missed",
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{
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"status": "missed",
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{
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"status": "missed",
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},
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
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"points": 0,
"status": "missed",
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}
]
},
{
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{
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}
],
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
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"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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}
],
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}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"value": 87,
"weight": 0,
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"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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"key": "agent_instructions",
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"points": 45,
"status": "met",
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"code": "file_list",
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}
],
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},
{
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"status": "missed",
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},
{
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},
{
"key": "ai_verify_loop",
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"notes": [
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"examples/Makefile",
"examples/wasm-mcp-server/Makefile",
"examples/wasm-mcp-server/deployments/cloudflare/Makefile",
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},
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],
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{
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"points": 22,
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},
{
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{
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{
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],
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{
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"points": 0,
"status": "excluded",
"details": [
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"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
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"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
"key": "ai_code_legibility",
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"notes": [],
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},
"components": [
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},
{
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"points": 53.7,
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]
},
{
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"note": null,
"notes": [],
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},
"components": [
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"status": "met",
"details": [
{
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}
],
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},
{
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"points": 20,
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"details": [],
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},
{
"key": "runnable_examples",
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}
],
"max_points": 40
}
]
}
],
"description": "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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"crates package 'cargo-pmcp' points at a different repository (https://github.com/paiml/rust-mcp-sdk); excluded from ecosystem scoring",
"Could not fetch crates package 'pmcp-fuzz' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-16T11:35:22.311863Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/paiml/pmcp.svg",
"full_name": "paiml/pmcp",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — crates.io.