Provides a stdio MCP bridge for coding agents to query and record engineering knowledge locally, preserving debugging history, failed attempts, and verified solutions.
A lightweight MCP server that enables querying a project's corpus (docs, decisions, issues, skills) with cited answers and typed refusals via stdio JSON-RPC 2.0.
Memory for AI agents that can't hallucinate — answers only from stored facts with a
citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle
proofs, deterministic. MCP server, CPU-only, zero dependencies.
A Knowledge Graph MCP server optimized for LLM context efficiency through compact JSON and SQLite persistence. It enables full graph management including node/edge CRUD operations, full-text search, and subgraph traversal.