Java★ 3,5962026年7月17日

MinishLab/sembleFast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Python★ 5,966↓ 121.9K/月2026年8月28日

Graphify-Labs/graphifyTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Python★ 102.5K2026年8月4日

eric-cielo/mofloMoFlo — an opinionated, local-first AI agent orchestration toolkit for Claude Code: semantic memory, learned routing, gates, and spells. No API keys, no cloud, works out of the box.
TypeScript · JavaScript★ 18↓ 8,525/月2026年9月6日
bobmatnyc/claude-mpmClaude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude
Python★ 143↓ 32.3K/月2026年7月17日
PyPI · crates.io · npm84优秀健康指数
Python★ 1,428↓ 3,136/月2026年9月5日
jgravelle/jcodemunch-mcpCut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Python★ 2,024↓ 88.4K/月2026年7月16日
TypeScript★ 73↓ 3,418/月2026年7月22日
C · Rust★ 29↓ 3,963/月2026年9月5日
luuuc/senseMCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI structural understanding of your codebase: symbol graph, blast radius, semantic search, conventions.
Go · Python★ 242026年7月17日
anatolykoptev/vaelorA memory of the codebase your AI agent can't get from grep: a persistent call graph, semantic search, and per-symbol review learnings over any repo. Self-hosted MCP server — Go, tree-sitter, Apache AGE.
Go★ 52026年7月20日
raymondchins/agentmapThe repo map your coding agent is forced to use — ~98% fewer tokens (up to 99.9% per task) to understand a TS/JS codebase. PageRank hubs, Aider-style symbol ranking, token-budgeted digest, --any router, wired into the agent loop.
JavaScript★ 45↓ 3,162/月2026年7月24日
Python · Java★ 52026年9月5日
zvec-ai/zvec-nodeHigh-performance Node.js bindings for Zvec, a lightweight, lightning-fast, in-process vector database
C++ · TypeScript★ 11↓ 18.7K/月2026年7月26日
bekirdag/docdexA document index with MCP, http and client support. https://docdex.org/
Rust★ 20↓ 7,260/月2026年7月20日
bgauryy/octocodeCode research platform for AI agents: local + GitHub search, LSP semantics, AST patterns, and compact context. one toolset as MCP or CLI
TypeScript · Rust★ 8952026年7月17日
mrsladoje/sweet-searchLocal code search for AI agents: six fast, purpose-built tools that return ranked answers, not raw grep. Because maybe grep isn't all you need... 🍬
JavaScript★ 21↓ 4,154/月2026年7月20日
townsendmerino/kenFast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
Go★ 272026年8月3日
Elixir★ 49↓ 82K/月2026年7月17日
sayak-sarkar/contextlakeA local context layer for AI tools: mirror your repositories, index them into a knowledge graph, and serve it over MCP so agents answer from real source instead of guessing.
Python · HTML★ 22026年7月26日
MrDoe/OpenCodeRAGOpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powered by locally-hosted embedding models. It features a seamless integration with OpenCode and offers a CLI interface for external usage.
TypeScript★ 31↓ 4,310/月2026年7月20日
IBazylchuk/paparats-mcpLocal‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.
TypeScript★ 102026年7月18日
TypeScript · JavaScript★ 12026年7月16日
reowens/grepmaxSemantic code search for coding agents — search by meaning like grep, trace call graphs, find tests & blast radius. 100% local embeddings (ONNX/MLX), MCP server, plugins for Claude Code, OpenCode, Codex & Droid.
TypeScript★ 0↓ 5,627/月2026年7月16日

srclight/srclightDeep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.
Python★ 532026年8月11日
Regsorm/code-index-mcpRust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime. 31 tools — 20 universal + 11 BSL-specific. Tree-sitter AST for 10 languages. Federation across multiple repos. Built for production-scale monorepos.
Rust★ 89↓ 3,308/月2026年7月25日
gkoreli/ghxAgent-first GitHub code exploration. GraphQL batching, code maps (~92% token reduction), AND search, repo discovery with README previews. Codemode TypeScript sandbox, MCP server. Go.
Go★ 0↓ 2,137/月2026年7月28日
tae2089/code-context-graph Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.
Go★ 16↓ 1,885/月2026年7月26日
hamr0/litectxAgent memory + every context-engineering primitive (write / select / compress / isolate) in one importable library. Ranked recall with activation decay over SQLite/FTS5. One production dependency (better-sqlite3).
JavaScript★ 2↓ 3,664/月2026年7月18日
nevenincs/vaultspec-ragGPU-accelerated semantic search for your docs and source code - hybrid dense + sparse RAG on a local Qdrant backend, served to Claude Code and other MCP clients. The search companion to vaultspec-core.
Python★ 22026年7月28日