Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 06:27 UTC

qianhuan-lxs / pi-mcp-bridge

Pi Agent extension that bridges MCP servers to the LLM via two dynamic-context tools (CallMcpTool + FetchMcpResource). Filesystem-is-everything: each MCP server is described by meta.json + tools/*.json, loaded into context on session start.

TypeScriptMIT★ 1 star⑂ 0 forkssince Jul 2026View on GitHub ↗

qianhuan-lxs/pi-mcp-bridge holds a health index of 48 out of 100, placing it in the At risk band. It scores highest on Vitality (66/100) and lowest on Community & Adoption (32/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

48
overall / 100
At risk

Software 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.

48
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)
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.

Ownership

凉笙Personal account
8 followers10 public repossince May 2022海南大学HNU

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
npm@qianhuan-lxs/pi-mcp-bridge0.5.62,438155 days agopi-packagepimcpmodel-context-protocolaicoding-agentextensiondynamic-contextcursorllmbridge

Metrics by category

Vitality

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

66Moderate · 22% of overall
How it's scored
36/36Push recency — last push 5 days ago
0.7/36Commit cadence — 1/52 weeks with commits
14.5/18Commit volume — 40 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year40
human_commit_share1
days_since_last_push5
active_weeks_last_year1
How it's scored
16.2/27Ships releases — 11 version tags (no GitHub releases)
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~0 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count11
latest_release_tagv0.3.1
releases_from_tagsyes
days_since_latest_release5
mean_days_between_releases0
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?

32At risk · 18% of overall
How it's scored
0/60Stars — 1 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
45.2/80Monthly downloads — 2,438 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@qianhuan-lxs/pi-mcp-bridge
dependents
ecosystemsnpm
total_downloads
monthly_downloads2,438
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?

34At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
6.9/25Owner reach — 8 followers of qianhuan-lxs
15.9/25Track record — 10 public repos, account ~4 yr old
Inputs used
followers8
owner_typeUser
is_verified
owner_loginqianhuan-lxs
public_repos10
account_age_days1,522
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 5 days ago
20/20Version history — 15 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@qianhuan-lxs/pi-mcp-bridge
ecosystemsnpm
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

66Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

41At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities — 5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2.9
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
13.2/25Indirect dependencies free of known advisories — 1 affected: @hono/node-server 1.19.15 (moderate 5.9)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages107
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Matched the npm:@qianhuan-lxs/pi-mcp-bridge@0.5.6 runtime dependency closure — what installing the published package pulls in — 107 packages. Reachability is not analyzed.

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.

58Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 40 of 40 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
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 — tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 40 of the last 40 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share1
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54/55Manageable file sizes — 1/56 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes295,508
source_files_sampled56
oversized_source_files1
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

Key facts

1GitHub stars
1contributors
40commits, last 12 months
5days since last push
11releases
1bus factor
0open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 2.9 / 10
2.9aggregate

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 · 2026-07-25 06:27 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/ext-apps^1.2.2package.json
npm@modelcontextprotocol/sdk^1.25.1package.json
npmopen^10.2.0package.json
npmzod^3.25.0 || ^4.0.0package.json
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

Dependency advisories 1

Installing npm:@qianhuan-lxs/pi-mcp-bridge@0.5.6 pulls in 107 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
@hono/node-server1.19.15indirectmoderate12.0.5

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
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      ],
      "recent_commits": [
        {
          "oid": "2cb154f49f7f31401c575b90408bf51cf92b27a7",
          "body": "Footer and status now report how much context the compact index saves\ncompared to always inlining every tool inputSchema.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: show tokens saved vs full-schema MCP injection baseline (v0.5.6)",
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          "committed_at": "2026-07-19T09:21:44Z",
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          "is_bot": false,
          "headline": "feat: show MCP context occupancy in footer and status (v0.5.5)",
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          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T09:20:07Z",
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          "is_coding_agent": true
        },
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          "is_bot": false,
          "headline": "feat: add /mcp-bridge remove to delete registry servers (v0.5.4)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T09:16:49Z",
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          "is_bot": false,
          "headline": "chore: lower default schemaInjectionToolLimit from 30 to 10 (v0.5.3)",
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          "is_bot": false,
          "headline": "docs: note 0.5.2 publish fix for missing reconcile-and-sync.ts",
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          "committed_at": "2026-07-19T09:03:32Z",
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          "oid": "e3362ded70939d9076d7e9128d92ec0d865c6f49",
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          "is_bot": false,
          "headline": "fix: include reconcile-and-sync.ts in npm package files (v0.5.2)",
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          "is_bot": false,
          "headline": "fix: stability pass for context refresh, lifecycle, and auto-sync (v0…",
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        {
          "oid": "f0ec8140dfdafbae47722f5e6ed15996f018946c",
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          "is_bot": false,
          "headline": "feat: OpenCode-aligned mcp-servers.json transport config (v0.5.0)",
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          "committed_at": "2026-07-19T08:28:06Z",
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          "is_bot": false,
          "headline": "fix: /mcp-bridge add now auto-syncs (eliminates the 0-tools footgun)",
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          "body": "…hed 0.4.1)\n\n0.4.1 was published with only the context-block instruction fix. The\nrenderCall prefix change (commit 6819d31) was committed after that\npublish, so it ships as 0.4.2. CHANGELOG split accordingly: 0.4.1 keeps\nthe instruction fix; 0.4.2 documents the renderCall prefix change.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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          "headline": "chore: bump to 0.4.2 (render-prefix change, split from already-publis…",
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          "is_bot": false,
          "headline": "fix: prefix renderCall with the wrapper name so the indirection is vi…",
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          "committed_at": "2026-07-19T08:08:34Z",
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        },
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          "oid": "50f5f4eaf8c36629f7ff7627b9e852a3e41574d0",
          "body": "…a files it already has\n\nSpotted in a real Pi session: with a small registry (context7, 2 tools)\nthe model still tried `read registry/context7/tools/<tool>.json` (a\nrelative path) before CallMcpTool, hit ENOENT, then called CallMcpTool\nwith missing required params, and only learned the schema from t\n[…]\nith\n  two tests (inline says \"do NOT read\"; files level says \"Do NOT use\n  relative paths\" + includes the absolute folder). 73 tests pass; tsc\n  clean.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: split context-block instruction so the model stops reading schem…",
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        {
          "oid": "098d70367863cc0a17bce2d459ee824614d17a77",
          "body": "Three more UI polish items on top of v0.4.0's render/UI-session/consent\nwork, using ctx.ui.setStatus (the Pi footer API) and ctx.ui.theme.\n\n- Persistent footer status indicator keyed \"mcp-bridge\": shows\n  \"MCP: N servers, M tools\" (correctly pluralized), refreshed on\n  session_start, after /mcp-brid\n[…]\ns-bar.test.ts (5 tests) covering pluralization,\n  the empty-registry hint, table rendering, and the themed status\n  line. All 72 tests pass; tsc clean.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: footer status bar + sync progress spinner + themed command output",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:56:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e84ffd1d1208017a5c99c407447391b8dc521d15",
          "body": "Three UI-layer gaps where code existed but was never invoked are now\nwired up, bringing the bridge's TUI experience in line with Cursor's.\n\n- Attach renderCall/renderResult to CallMcpTool, FetchMcpResource,\n  ListMcpResources. tool-result-renderer.ts was dead code before; tool\n  calls now render as \n[…]\n the ConsentManager.\n- New __tests__/call-mcp-tool.test.ts (3 tests) covering the gate's\n  block / pass / disabled paths. All 67 tests pass; tsc clean.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: wire render hooks + UI sessions + consent gate (v0.4.0)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:52:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a90c7d7978b92149b6d53048a1ecd1df7139a81d",
          "body": "…age links)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: fix language switcher links (current language bold, other langu…",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:43:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a702c3c8fa37f4b1d2b471b4480e42085af190ac",
          "body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: remove OpenSpec section from README (EN + zh-CN)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:37:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "17663a24365000f537fdf2800ad14924b7213441",
          "body": "HTTP transport support for /mcp-bridge sync:\n- doSync now handles kind:\"http\" servers, not just stdio. Probes\n  StreamableHTTPClientTransport first, falls back to SSEClientTransport\n  — same auto-detection McpServerManager uses for lazy-connect.\n- Previously HTTP servers could be added as stubs but \n[…]\njson example showing kind:\"http\".\n- Documented StreamableHTTP-first-SSE-fallback auto-detection.\n\nTests: 64 passing across 6 files. Typecheck: 0 errors.\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: HTTP sync (Streamable + SSE) + README context7 examples (v0.3.1)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:37:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6fb949660c2beab152647c6b672a978ba7e3d4b1",
          "body": "…jectionToolLimit\n\nREADME changes:\n- Tagline: \"two tools\" → \"three tools\" (add ListMcpResources).\n- Document Cursor-style system-prompt injection via before_agent_start\n  (was described as session_start user-message injection).\n- Add \"Context injection\" section with the truncation ladder table\n  (re\n[…]\nrammatically). 0\n  disables inline schemas; positive N sets the limit; absent falls\n  back to the default (30).\n\nTests: 64 passing. Typecheck: 0 errors.\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: rewrite README (EN + zh-CN) for v0.3.0 + fix config.ts schemaIn…",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:35:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a4dfaf3c632fc85a91c6aba9cca22a6d7d47e1c5",
          "body": "BREAKING CHANGE: injection mechanism moved from the `context` event\n(prepend a user message) to the `before_agent_start` event (append to\nthe system prompt). This aligns with Cursor's actual MCP prompt design\nand is significantly more cache-friendly.\n\nWhy the change:\n- Reviewed Cursor's real MCP pro\n[…]\nlistResources(), returns a compact\n  uri — name: description (mimeType) listing.\n\n2 new tests; total 64 across 6 files, all green. Typecheck: 0 errors.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat!: Cursor-style system-prompt injection + ListMcpResources (v0.3.0)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:32:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2d33876fe12c0d913ee7091051165c9fc530dd69",
          "body": "The MCP protocol's InitializeResult includes an optional instructions\nstring — the server's own description of its purpose and how to use\nits tools, explicitly meant to be shown to the LLM. We were ignoring\nit. Cursor's dynamic-context-discovery approach uses this; we now do\ntoo.\n\n- syncServer captu\n[…]\nthe server's intended usage pattern\ndirectly, improving first-try call accuracy.\n\n3 new tests. Total 62 across 6 files, all green. Typecheck: 0 errors.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: capture and inject MCP server instructions (v0.2.5)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:26:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "153caa163a76b68b90e0cbbd9ad5f065bcbf2067",
          "body": "Registries with > 30 tools now skip renderWithSchemas entirely and\nfall back to descriptions-only. Previously the only gate was the token\nbudget, which made behavior unpredictable (a registry could fit full\nschemas one turn and not the next when tools were added) and wasted\nwork building a large blo\n[…]\nto fall back to\n  pure token-budget behavior.\n\n4 new tests (boundary, custom limit, disabled). Total 59 across 6\nfiles, all green. Typecheck: 0 errors.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: hard 30-tool limit for inline schema injection (v0.2.4)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:24:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "612e515e36be14e3b462b4eafb29dc7541fabad2",
          "body": "…s (v0.2.3)\n\nReview of a real /mcp-bridge sync context7 session exposed two issues:\n\n1. The schema-file path in the context block was relative\n   (registry/<server>/tools/<tool>.json), so the model's read resolved\n   it against the agent cwd and got ENOENT. The actual files live at\n   getRegistryRoo\n[…]\nntext7 with 2 tools):\n  2 calls, 0 failures (was 4 calls, 2 failures in v0.2.2).\n\n3 new tests; total 55 across 6 files, all green. Typecheck: 0 errors.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: absolute schema path + full-schema injection for small registrie…",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:13:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d6fe494031b821a3ad12b33bdfa3bc3501bf9049",
          "body": "…(v0.2.2)\n\nCritical: the MCP registry was never injected into the agent context.\nindex.ts called ctx.injectSystemContext(...), but ExtensionContext has\nno such method — the if-guard was always falsy, so the model never saw\nthe registry index and fell back to shell commands (find /) instead of\nusing \n[…]\nplicit types.\n\nEmpty-registry message now points at /mcp-bridge add (v0.2.0 flow) not\nthe removed CLI. Typecheck: 0 errors (was 13). Tests: 52 passing.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: context injection actually works + pre-existing runtime crashes …",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T07:02:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3f8f37ed58aaf1a17b5fd6bf6b6f3b013785a01d",
          "body": "The manual-edit guard in syncServer was too coarse: it skipped any\nserver whose meta.json.syncedFrom === \"manual\", including the freshly-\ncreated stubs that doSync/doAdd write (syncedFrom=\"manual\" + empty\ntools/). The very first sync therefore never ran, leaving the registry\nempty and the agent with\n[…]\nng CallMcpTool.\n\nGuard now only skips when syncedFrom === \"manual\" AND tools/ already\ncontains hand-written .json descriptors. --force still overrides.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: first-time /mcp-bridge sync no longer skips with syncedFrom=manual",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:56:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "879a85ec5ac8180e421707790528c0799bd92293",
          "body": "The standalone CLI bin was the wrong abstraction — it required\n~/.pi/agent/npm/.bin on PATH (which pi install doesn't add), causing\n\"command not found\" after install. pi-mcp-adapter (the project we\nported from) puts registry management behind its slash command and\nships only an auxiliary CLI; we now\n[…]\ner needs it).\n- README (EN + zh-CN) and CHANGELOG updated for the new flow.\n- 9 new slash-parser tests; total suite 52 tests across 6 files, all green.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: move registry management to /mcp-bridge slash command (v0.2.0)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:47:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "01a0bed5b3727c5156f985671b37aebe4c91babc",
          "body": "No code changes — just republish so the npm-hosted README reflects\nthe corrected 'pi install npm:@qianhuan-lxs/pi-mcp-bridge' install\ncommand instead of the old 'npm install' form.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "chore: bump to 0.1.2 to refresh npm gallery README",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:17:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f2e452bb139adce8ef68bede31d390dcb01054f8",
          "body": "…bridge\n\nReflect the actual published npm package name. Add 0.1.1 and 0.1.0\nentries to CHANGELOG.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: update install commands to pi install npm:@qianhuan-lxs/pi-mcp-…",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:15:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "349a88102a4945bc0c5cb57ecf435b9e3512c019",
          "body": "npm strips bin entries whose files lack the executable bit at publish\ntime (warning: 'bin[pi-mcp-bridge] script name ... was invalid and\nremoved'). chmod +x the shim so the CLI survives publish. Bump to 0.1.1.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(bin): make bin script executable so npm keeps the bin entry",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:12:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "094d1bbf84c11c09014a1bf93e747b43d471d35d",
          "body": "The unscoped name 'pi-mcp-bridge' is already taken on npm by tmonk.\nSwitch to a scoped name under the author's GitHub username to avoid\nthe collision. Scoped public packages work identically with\n'pi install npm:@qianhuan-lxs/pi-mcp-bridge'.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "chore: switch to scoped npm name @qianhuan-lxs/pi-mcp-bridge",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T06:04:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "98b5482892afb9e19c859b97efcfac161dbf28fd",
          "body": "Make the package conform to the pi-package spec so it shows up in the\npi.dev/packages gallery and installs cleanly via `pi install`.\n\n- Move Pi core packages (@earendil-works/pi-ai, -pi-coding-agent,\n  -pi-tui, typebox) from dependencies to peerDependencies with \"*\"\n  range. They are provided by the\n[…]\n `npm pack --dry-run` ships 40 files / 123 kB with no Pi core\npackages in the tarball. `node bin/pi-mcp-bridge.mjs list` runs. All\n43 tests still pass.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "chore: prepare package.json for npm publish",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:56:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f8805caa12e9f030dbf4b293066ffffa54e90e3d",
          "body": "proposal.md-only stubs for the future phases referenced in the\nroadmap. Each captures scope, motivation, in/out of scope, impact,\nand open questions — enough for a reviewer to understand the\ntrajectory without committing to a design yet.\n\n- phase-2-oauth: OAuth 2.1 + DCR + PKCE + loopback callback +\n[…]\ne-3-sampling: server-initiated sampling/createMessage, consent-gated\n- phase-4-elicitation: server-initiated elicitation/create, schema-driven TUI form\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs(openspec): add Phase 2/3/4 proposals (M9)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:48:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "23891b817ca8a2a938a958d86d771b3c0b0297e2",
          "body": "Add 43 tests covering the Phase 1 surface:\n- resource-tools: slugifyToolName, resourceNameToToolName\n- registry-loader: parseServerMeta, parseToolDefinition, loadRegistry\n  (valid/invalid input, name-mismatch, missing root, transient index)\n- context-injector: empty registry, listing, budget truncat\n[…]\ndocs to match the actual\nnested schema (transport: {kind, command, args, env}, auth: {kind, ...})\ninstead of the flat shorthand. Add package-lock.json.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "test: vitest suite + GitHub Actions CI (M8)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:48:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e934d63faf1d92a4031d71235b8b0a1496629be2",
          "body": "- README.md (EN) and README.zh-CN.md (中文) — project pitch, quick\n  start, registry layout, CLI, configuration, roadmap.\n- docs/architecture.md / architecture.zh-CN.md — principles, module\n  map, lifecycle, key design decisions, behavior contract pointers.\n- docs/config-format.md / config-format.zh-C\n[…]\nson,\n  tools/*.json, index.json schema reference, validation, sync, env\n  vars, local overrides.\n- CHANGELOG.md — Phase 1 Added section with non-goals.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: bilingual README + architecture + config-format + CHANGELOG (M7)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:41:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0fcfa373f54f35f28704bb5523c577f3a6d193c7",
          "body": "Wire up the MCP UI stack so tools that declare `ui.resourceUri` in\ntheir registry descriptor can render interactive iframes:\n\n- `consent-manager.ts` — per-server tool consent gate\n- `glimpse-ui.ts` — native macOS window viewer (optional)\n- `ui-resource-handler.ts` — fetch + validate `ui://` resource\n[…]\nUI server on `session_start`, and closes the UI server on\n`session_shutdown`. Stream context keys renamed from\n`pi-mcp-adapter/*` to `pi-mcp-bridge/*`.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(ui): port MCP UI integration (M6)",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:40:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "164fe22c9445131777baed39d91ff4a5e34228ce",
          "body": "… injector, entry point\n\nImplement the two-tool surface that defines pi-mcp-bridge. The model now\nsees exactly CallMcpTool + FetchMcpResource (+ Pi's native tools); all\nMCP discovery happens through the filesystem registry injected at\nsession_start.\n\nImplements REQ-001..008 (mcp-bridge), REQ-W-001..\n[…]\nri handling, ui-server, ui-session) is\nstubbed in index.ts and will be filled in by M6. Phase 1 still works\nfor non-UI MCP servers (the vast majority).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(wrapper-tools): implement CallMcpTool, FetchMcpResource, context…",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:38:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "02eb6926dbf0b1d998db135af2df5bda1887746f",
          "body": "Implement the \"filesystem is everything\" core of pi-mcp-bridge: every\nMCP server the agent can talk to is described by a directory on disk\ncontaining meta.json + tools/<tool>.json. The model never needs to load\nevery schema into context — it reads the compact index.json injected at\nsession_start, th\n[…]\nader never throws on missing/bad data — it returns an empty\nregistry and logs warnings, so session_start is non-fatal when the\nregistry is hand-edited.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(registry): add filesystem-based MCP registry",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:37:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6b7dc80a06677b6285d5cacfbbd71ae7644e48f4",
          "body": "Port the connection / metadata / output-guard / lifecycle plumbing that\nthe wrapper tools and registry will build on. Sampling, elicitation, and\nOAuth flows are NOT ported in Phase 1 (deferred to phase-2/3/4 OpenSpec\nchanges).\n\nPorted (with adjustments):\n- agent-dir.ts — Pi agent dir + pi-mcp-bridge\n[…]\n proxy-tool renderer, kept\n  direct-tool renderer for the wrapper tools' TUI rendering\n\nNo entry point yet — index.ts and the wrapper tools come in M5.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(core): port reusable MCP infrastructure from pi-mcp-adapter",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:35:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a5234a13fa374f5ab44275097f97c700fb162bc8",
          "body": "Add the OpenSpec change proposal that drives Phase 1 implementation:\n- proposal.md — why, what, impact (ADDED only, greenfield)\n- design.md — module map, key design decisions (two-tool surface,\n  registry-as-source-of-truth, lazy connect, output guard, context\n  budget, UI port, abort propagation, s\n[…]\n delta specs marking every requirement as ADDED\n\nPhase 1 deliberately excludes OAuth/sampling/elicitation; those are\ndeferred to phase-2/3/4 proposals.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs(openspec): add phase-1-core change proposal",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:32:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "59907aa8c3c14bcaeaf6c6431ae4d1400d3c33b9",
          "body": "Add the OpenSpec source-of-truth specs that define what the extension\ndoes before any code is written. These are the contracts that Phase 1\nimplementation will be verified against.\n\n- openspec/README.md — workflow and milestone map\n- openspec/project.md — project context, principles, non-goals\n- ope\n[…]\n size budget, reload behavior\n\nPhase 1 deliberately omits OAuth, sampling, and elicitation; those are\ntracked as future OpenSpec changes (phase-2/3/4).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs(openspec): add behavior contracts for pi-mcp-bridge",
          "author_name": "qianhuan-lxs",
          "author_login": "qianhuan-lxs",
          "committed_at": "2026-07-19T05:31:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "63144bb31e8ed6442a6b6682891dba0f3d208d51",
          "body": "Initialize the pi-mcp-bridge repository — a Pi Agent extension that bridges\nMCP servers to the LLM via two dynamic-context tools (CallMcpTool and\nFetchMcpResource), inspired by Cursor's dynamic-context-discovery approach.\n\nThis commit adds the project skeleton:\n- package.json with Pi extension manif\n[…]\nn) is tracked via OpenSpec changes.\nFuture phases (OAuth, sampling, elicitation) will be proposed as separate\nOpenSpec changes once Phase 1 stabilizes.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 34,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "followers": 8,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "qianhuan-lxs",
              "public_repos": 10,
              "account_age_days": 1522
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "8 followers of qianhuan-lxs",
                "points": 6.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 8,
                      "login": "qianhuan-lxs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "10 public repos, account ~4 yr old",
                "points": 15.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 10
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@qianhuan-lxs/pi-mcp-bridge"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "15 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 41,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "5 existing vulnerabilities detected",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the npm:@qianhuan-lxs/pi-mcp-bridge@0.5.6 runtime dependency closure — what installing the published package pulls in — 107 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@qianhuan-lxs/pi-mcp-bridge@0.5.6",
                  "assessed": 107
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 107,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: @hono/node-server 1.19.15 (moderate 5.9)",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "@hono/node-server 1.19.15 (moderate 5.9)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 107,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "40 of 40 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 40,
                      "sampled": 40
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 1,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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              },
              {
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        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T06:27:40.361686Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/qianhuan-lxs/pi-mcp-bridge.svg",
  "full_name": "qianhuan-lxs/pi-mcp-bridge",
  "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 v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsnpm.