Docs/Integrations and provider selection
appPackage manifestv3.0.4

app.provider-ranking-mcp

MCP server for provider discovery, evaluation, and ranking workflows.

@lssm-tech/app.provider-ranking-mcp
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Source, release and verification context

Source snapshot bcc79fcc · Declared package version 3.0.4. This page combines the checked-in package guide and manifest; commands and runtime behavior were not executed in this review.

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THIS PACKAGEapp.provider-ranking-mcpapps

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@lssm-tech/app.provider-ranking-mcp

MCP server that exposes provider-ranking operations and resources for benchmark ingestion, ranking refreshes, and leaderboard queries.

What It Does

  • Hosts a ContractSpec MCP server over provider-ranking contracts and runtime registries.
  • Exposes benchmark ingest, custom benchmark run, and ranking refresh operations.
  • Publishes leaderboard and model-profile resources backed by the ranking store.
  • Enriches incomplete ranking data with metadata from @lssm-tech/lib.ai-providers.

Running Locally

From packages/apps/provider-ranking-mcp:

  • bun run dev
  • bun run start
  • bun run build

Usage

bash
bun run dev

Architecture

  • src/server.ts boots the MCP server and transport wiring.
  • src/index.ts exposes the package entrypoints for reuse or embedding.
  • The server composes provider-ranking contracts, module orchestration, and MCP resource/tool exposure.

Public Entry Points

  • Exports . and ./server for embedding or direct server startup.
  • Primary MCP surfaces are benchmark-ingest tools, ranking refresh tools, leaderboard resources, and model-profile resources.
  • Export . resolves through ./dist/index.mjs.
  • Export ./server resolves through ./dist/server.mjs.
  • Export ./* resolves through ./*.

Local Commands

  • bun run dev — tsdown --watch
  • bun run start — node dist/server.js
  • bun run build — tsdown
  • bun run lint — bun run lint:fix
  • bun run lint:check — biome check .
  • bun run lint:fix — biome check --write --unsafe --only=nursery/useSortedClasses . && biome check --write .
  • bun run clean — rm -rf dist

Recent Updates

  • Replace eslint+prettier by biomejs to optimize speed.
  • Add latest models and align defaults.
  • Resolve lint, build, and type errors across nine packages.
  • Add AI provider ranking system with ranking-driven model selection.

Notes

  • The current implementation uses an in-memory store; restart the process to clear rankings and benchmark results.

Declared capabilities.

This manifest does not declare a capability catalogue. Use the guide, import map and source to assess the package.

Imports and export paths.

4 entries

These are package-manifest entry points. Named symbols listed above come from the capability catalogue; this is not an exhaustive TypeScript symbol reference.

4 imports

@lssm-tech/app.provider-ranking-mcp
./dist/index.mjs · source target not verified
@lssm-tech/app.provider-ranking-mcp/blueprint
./dist/blueprint.mjs · source target not verified
@lssm-tech/app.provider-ranking-mcp/server
./dist/server.mjs · source target not verified
@lssm-tech/app.provider-ranking-mcp/*
./* · source target not verified

Dependencies and related packages.

Runtime dependencies 6
@modelcontextprotocol/sdk
catalog:ai
Development dependencies 5
@types/node
catalog:types
tsdown
catalog:build
typescript
catalog:

Package scripts.

Commands declared by this package. Review its setup requirements before running them; no command here was executed by this review.

cleanrm -rf dist
lintbun run lint:fix
lint:fixnode ../../../scripts/biome.cjs check --write --unsafe --only=nursery/useSortedClasses . && node ../../../scripts/biome.cjs check --write .
lint:checknode ../../../scripts/biome.cjs check .
buildbun ../../../scripts/tsdown.mjs
devbun ../../../scripts/tsdown.mjs --watch
startnode dist/server.js
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