Seshat compiles a codebase into a typed symbol graph — every function, route, and table with its real dependency edges, data flow, constraints, and git history — served over MCP. Answers come from the compiled graph, not inference: if Seshat says a function has two callers, it has exactly two.
Reading this without JavaScript (or as an AI agent)? The full content of this site, including the tool roster and a keyless way to verify the core claim against any public repo, is at https://seshat.papyruslabs.ai/llms-full.txt (summary: /llms.txt · roster: /tools.json).
Install: npm install @papyruslabsai/seshat-mcp · first extraction free · first 100 queries free · $0.03/query after · Papyrus Labs
npm install @papyruslabsai/seshat-mcp