"Podcast Index" matching MCP servers:

Enables agents to browse and retrieve benchmark reasoning tasks, deterministically grade submitted answers, run the evaluation suite against a model provider, and inspect data provenance and the ranking-stability index entry. It also supports scoring stability analysis across repeated runs and prompt variants via its tools.

tsugime is an MCP server that declares expected correspondences between tools (like index files and actual files) and checks them. It reports any mismatches, never modifying anything.

Verifies environment variable reads, Python/Node imports, and FastAPI/Starlette route handlers against a repository's indexed contracts so coding agents can catch broken references before changes ship. Exposes tools such as check_change, check_claim, audit, suggest, index_status, and index locally, with no API key, runtime dependencies, or network calls on the default path.