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★ 2,675↓ 85.3K/月2026年9月9日
DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
C★ 43.7K↓ 78.5K/月2026年9月18日
PyPI · npm · RubyGems93卓越健康指数
repowise-dev/repowiseCodebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
Python · TypeScript★ 6,387↓ 21.2K/月2026年9月9日
Cranot/roam-codeLocal codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
Python★ 516↓ 5,430/月2026年9月8日
Ataraxy-Labs/semSemantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.
Rust · TypeScript★ 3,352↓ 21.2K/月2026年9月18日
agentic-research/macheIDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
Go★ 452026年9月11日
squid-protocol/gitgalaxyConvert source code into a repository-scale structural model. Air gapped, zero dependencies, SARIF and SBOM outputs.
Python★ 58↓ 1,303/月2026年10月20日
npm · Packagist · crates.io +186优秀健康指数
xberg-io/tree-sitter-language-packComprehensive tree-sitter grammar compilation with polyglot bindings — Rust, Python, Node.js, Go, Java, Ruby, Elixir, PHP, C#, WASM, Dart, Kotlin-Android, Swift, Zig, and CLI. 371 languages.
Rust★ 462↓ 1,751/月2026年8月27日
aovestdipaperino/tokensaveThe most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
Rust★ 638↓ 984/月2026年9月17日
Go★ 5762026年10月20日
raymondchins/agentmapStop 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.
JavaScript★ 48↓ 1,106/月2026年9月13日
dfrostar/neuralmindPersistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 12-50× cheaper code questions.)
Python · HTML★ 29↓ 2,764/月2026年9月11日
manojmallick/sigmap~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
JavaScript★ 636↓ 4,235/月2026年9月11日
mohanagy/madarStop AI coding agents from rediscovering large TypeScript/Node repos with task-aware local context packs.
TypeScript★ 19↓ 1,105/月2026年9月13日
mrclrchtr/supiPi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refactoring, code review, web/Context7 docs, and ask-user forms.
TypeScript★ 89↓ 13.4K/月2026年9月11日
enola-labs/enolaArchitecture intelligence for developers, coding agents, and CI - understand codebases, analyze change impact, and catch architectural regressions.
C · Go★ 2072026年9月6日
jrollin/cartogPre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, private and local storage. Agent ready.
Rust · Python★ 18↓ 1,728/月2026年10月3日
jupyter-lsp/jupyterlab-lspCoding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
TypeScript · Python · RobotFramework★ 2,002↓ 99.8K/月2026年9月9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★ 362026年9月10日
npm · PyPI · crates.io78良好健康指数
Goldziher/basemindFull AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.
Rust★ 99↓ 2,971/月2026年9月14日
bgauryy/octocodeCode research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
TypeScript · Rust★ 927↓ 30.6K/月2026年9月9日
prjct-app/cliThe agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence, persistent memory, preventive guardrails, and performance evals. One CLI + MCP server, SQLite inside. Claude Code, Codex, Gemini CLI, Cursor & OpenCode.
TypeScript★ 1↓ 6,474/月2026年10月14日
Rust★ 5↓ 2,176/月2026年9月8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★ 57↓ 2,411/月2026年9月17日
stainless-code/codemapCut AI-agent token waste ~90% — query a local SQLite structural index of your JS/TS/CSS codebase with SQL in one round-trip instead of 3–5 file reads. Symbols, imports, calls, components, CSS tokens, coverage, markers. CLI, MCP (21 tools), HTTP, GitHub Action, ESM API. 71 recipes; AST+resolver; SARIF/audit/baselines for CI.
TypeScript★ 8↓ 7,254/月2026年9月13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★ 42026年9月12日
Rust · JavaScript★ 742↓ 282/月2026年9月18日
blackwell-systems/agent-lspMCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.
Go★ 124↓ 1,462/月2026年9月10日
npm · crates.io · Maven71良好健康指数
codegraph-ai/CodeGraphCodeGraph builds a semantic graph of your codebase — functions, classes, imports, call chains — and exposes it through 42 MCP tools, 38 languages, a VS Code extension, and a persistent memory layer. AI agents get structured code understanding instead of grepping through files.
C★ 87↓ 6,282/月2026年9月13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★ 10↓ 2,593/月2026年9月10日