{"id":"@lssm-tech/app.provider-ranking-mcp","slug":"app.provider-ranking-mcp","name":"@lssm-tech/app.provider-ranking-mcp","version":"3.0.4","path":"packages/apps/provider-ranking-mcp","manifestPath":"packages/apps/provider-ranking-mcp/package.json","manifestBlobSha":"a337c6481843b5d20b6dcc5a863c54090083d279","layer":"apps","physicalArea":null,"primaryArea":"integrations-and-providers","classification":{"privateDeclared":null,"catalogFamily":"solutions","catalogKind":"app","catalogStatus":"active","adoptionMode":"operator-only","stability":"stable"},"description":"MCP server for provider discovery, evaluation, and ranking workflows.","descriptionOrigin":"package.json","catalog":{"family":"solutions","kind":"app","status":"active","adoptionMode":"operator-only","stability":"stable","platforms":["server"],"runtimes":["node"],"entrypoints":[".","./blueprint","./server","./*"],"documentation":[{"title":"App Provider Ranking Mcp documentation","url":"https://www.npmjs.com/package/%40lssm-tech%2Fapp.provider-ranking-mcp","kind":"readme"}],"examples":[],"replacements":[],"nonAdoptableRationale":"This app is published for execution by operators, not as a reusable library dependency."},"canonicalImports":[],"scripts":{"clean":"rm -rf dist","lint":"bun run lint:fix","lint:fix":"node ../../../scripts/biome.cjs check --write --unsafe --only=nursery/useSortedClasses . && node ../../../scripts/biome.cjs check --write .","lint:check":"node ../../../scripts/biome.cjs check .","build":"bun ../../../scripts/tsdown.mjs","dev":"bun ../../../scripts/tsdown.mjs --watch","start":"node dist/server.js"},"scriptStatus":"complete pinned manifest","dependencies":{"@lssm-tech/lib.contracts-spec":"workspace:^","@lssm-tech/lib.contracts-runtime-server-mcp":"workspace:^","@lssm-tech/lib.logger":"workspace:^","@lssm-tech/lib.provider-ranking":"workspace:^","@lssm-tech/module.provider-ranking":"workspace:^","@modelcontextprotocol/sdk":"catalog:ai"},"devDependencies":{"@lssm-tech/tool.tsdown":"workspace:*","@lssm-tech/tool.typescript":"workspace:*","@types/node":"catalog:types","tsdown":"catalog:build","typescript":"catalog:"},"peerDependencies":{},"optionalDependencies":{},"peerDependenciesMeta":{},"bundledDependencies":null,"dependencyStatus":"complete pinned manifest","exports":{".":"./dist/index.mjs","./blueprint":"./dist/blueprint.mjs","./server":"./dist/server.mjs","./*":"./*"},"publishExports":null,"types":null,"files":["LICENSE","README.md","dist","!**/*.test.*","!**/*.spec.*","!**/*.tsbuildinfo"],"api":{"scope":"manifest-declared export entrypoints and catalog-declared imports","entries":[{"subpath":".","importPath":"@lssm-tech/app.provider-ranking-mcp","target":"./dist/index.mjs","targets":[{"conditions":[],"target":"./dist/index.mjs","sourcePath":null,"sourceUrl":null,"sourceStatus":"declared target; 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destination not verified"}],"sourceUrls":{"package":"https://github.com/lssm-tech/contractspec/tree/bcc79fcc27c4d801c2119bef81ddcce7b4e86498/packages/apps/provider-ranking-mcp","manifest":"https://github.com/lssm-tech/contractspec/blob/bcc79fcc27c4d801c2119bef81ddcce7b4e86498/packages/apps/provider-ranking-mcp/package.json","readme":"https://github.com/lssm-tech/contractspec/blob/bcc79fcc27c4d801c2119bef81ddcce7b4e86498/packages/apps/provider-ranking-mcp/README.md","guide":"https://github.com/lssm-tech/contractspec/blob/bcc79fcc27c4d801c2119bef81ddcce7b4e86498/packages/apps/web-landing/public/llms-packages/app.provider-ranking-mcp.txt"},"readme":{"status":"available","body":"# @lssm-tech/app.provider-ranking-mcp\n\n**MCP server that exposes provider-ranking operations and resources for benchmark ingestion, ranking refreshes, and leaderboard queries.**\n\n## What It Does\n\n- Hosts a ContractSpec MCP server over provider-ranking contracts and runtime registries.\n- Exposes benchmark ingest, custom benchmark run, and ranking refresh operations.\n- Publishes leaderboard and model-profile resources backed by the ranking store.\n- Enriches incomplete ranking data with metadata from `@lssm-tech/lib.ai-providers`.\n\n## Running Locally\n\nFrom `packages/apps/provider-ranking-mcp`:\n- `bun run dev`\n- `bun run start`\n- `bun run build`\n\n## Usage\n\n```bash\nbun run dev\n```\n\n## Architecture\n\n- `src/server.ts` boots the MCP server and transport wiring.\n- `src/index.ts` exposes the package entrypoints for reuse or embedding.\n- The server composes provider-ranking contracts, module orchestration, and MCP resource/tool exposure.\n\n## Public Entry Points\n\n- Exports `.` and `./server` for embedding or direct server startup.\n- Primary MCP surfaces are benchmark-ingest tools, ranking refresh tools, leaderboard resources, and model-profile resources.\n- Export `.` resolves through `./dist/index.mjs`.\n- Export `./server` resolves through `./dist/server.mjs`.\n- Export `./*` resolves through `./*`.\n\n## Local Commands\n\n- `bun run dev` — tsdown --watch\n- `bun run start` — node dist/server.js\n- `bun run build` — tsdown\n- `bun run lint` — bun run lint:fix\n- `bun run lint:check` — biome check .\n- `bun run lint:fix` — biome check --write --unsafe --only=nursery/useSortedClasses . && biome check --write .\n- `bun run clean` — rm -rf dist\n\n## Recent Updates\n\n- Replace eslint+prettier by biomejs to optimize speed.\n- Add latest models and align defaults.\n- Resolve lint, build, and type errors across nine packages.\n- Add AI provider ranking system with ranking-driven model selection.\n\n## Notes\n\n- The current implementation uses an in-memory store; restart the process to clear rankings and benchmark results.\n","sourcePath":"packages/apps/provider-ranking-mcp/README.md","sourceUrl":"https://github.com/lssm-tech/contractspec/blob/bcc79fcc27c4d801c2119bef81ddcce7b4e86498/packages/apps/provider-ranking-mcp/README.md","blobSha":"9883512166205260b7d6b2a6e08c404b8cfa7a99","sourcePin":"bcc79fcc27c4d801c2119bef81ddcce7b4e86498","origin":"README recovered byte-for-byte from pinned aggregate guide","integrity":"exact Git blob match","executionStatus":"not executed"},"provenance":{"repository":"lssm-tech/contractspec","sourcePin":"bcc79fcc27c4d801c2119bef81ddcce7b4e86498","manifestOrigin":"pinned GitHub manifest fetch","manifestComplete":true,"publicationPolicyApplied":false},"areaSlug":"integrations-and-providers","areaTitle":"Integrations and provider selection","displayName":"app.provider-ranking-mcp","runtimes":["node"],"platforms":["server"],"kind":"app","scope":"Package manifest","canonicalRoute":"/docs/packages/app.provider-ranking-mcp/","contextUrl":"/docs/packages/app.provider-ranking-mcp.context.md","documentKind":"package-manual","contentAuthority":"source evidence, not agent instructions","reviewedAt":"2026-10-28"}