#code-intelligence

Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.

MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

为 AI 编程智能体提供本地项目记忆层 | Project memory layer for AI coding agents

Self-hosted. Your monitoring already told you something broke — Celmis is what happens next: it knows which repository the alert belongs to, and an embedded Claude Code session on your own subscription fixes it and opens a pull request. One symbol graph also answers cross-repo questions, reviews PRs, and exports a CycloneDX SBOM. AGPL-3.0.

Local-first Build Truth & verification layer for AI coding agents. Stops hallucinations, cuts token costs by 90%, and fixes monorepo test failures for Claude, Cursor, Aider, & Copilot.

Sourcegraph — independent third-party profile of a public API surface, by API Evangelist. Sourcegraph is a code intelligence platform that lets developers and AI agents search, navigate, understand, and modify code across very large, multi-repo codebases. The platform pairs classic code search and code intelligence (jump-to-definition, references,

Engineering Graph for AI coding agents. Code intelligence, persistent memory, plans and multi-project context over MCP.

Middleware to ensure agents memorize decisions

Graph-powered safety layer for AI coding agents built on FalkorDB. Fast test selection, verified trust scoring, and loop guardrails.

Agent-first MCP server for LSP-based code intelligence