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- #tree-sitter
MCP servers tagged tree-sitter
339 live MCP servers tagged "tree-sitter", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tree-sitter.
Semantiq
Semantic code understanding for AI tools - One MCP Server for all AI coding assistants
Larkx
AI codebase indexer and MCP server for Claude Code, Cursor, and Copilot. Pre-index your project into a compact graph and measure real token savings with `larkx bench`.
Vibe Splain
Static-analysis dossier engine for codebases: Tree-Sitter powered architectural analysis and interactive UI. Language-agnostic core, optimized for TypeScript/JavaScript.
Pi Shazam
Pi coding agent native codebase awareness toolkit — 9 structural analysis tools. Also supports MCP (Cursor, Claude Desktop, Windsurf, etc.)
Ast Outline
MCP server for ast-outline - a tree-sitter-based CLI that provides structural code outlines, digests, symbol extraction, and AST-aware grep
Jambavan
Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.
Chanakya
Chanakya MCP: Local Model Context Protocol server delivering deep structural AST intelligence and 80-93% token reduction for AI coding agents.
Server
MCP server for SixthWall AI code security scanner. Integrates with Claude Code for automatic vulnerability detection with Fix Packs.
Openvisio Oss
No description published.
Code Search MCP
Semantic code-search MCP server for AI coding agents: hybrid retrieval (embeddings + BM25 + reranking), tree-sitter AST chunking, 30-100x fewer tokens
Arbor
Code navigation MCP server. Fits your entire codebase into an LLM context.
Astrolabe
The full-state-verification layer for AI coding agents: one native MCP server (Rust host, C engine) that turns a repository into measured, grounded, guarded, predictive, self-impr…
Contextmaxxer
Fully local MCP retrieval tool for coding agents. 161M encoder, ~1s per tool call, no API, no LLM in the query path. No file reads: line numbers, callers, callees and exact call s…
Impact Rs
Tell you what you're about to break, before you break it -- deterministic blast-radius CLI/MCP tool for AI coding agents
OpenInvar
Deterministic integrity checks for AI-written code. Catches structural violations, test tampering, and eroded contracts . No model in the loop.
Laya Codex
Ranked code retrieval for Claude Code: tree-sitter + BM25 + the Laya re-ranker, delivered through hooks and MCP
TokenJar
Zero-cost token optimization engine for AI coding assistants (Claude Code, Cursor, Antigravity, Windsurf). Saves 70-95% tokens via AST skeletons, differential cache, and line slic…
Codebase Intel
Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents. 19 languages. MCP compa…
Locus
mind readingly accurate, blazingly fast codebase search, written in pure rust.
Astrolabe
The full-state-verification layer for AI coding agents: one native MCP server (Rust host, C engine) that turns a repository into measured, grounded, guarded, predictive, self-impr…
Projectmind
AI-driven architecture browser: MCP server + desktop app. Claude Code, Codex & other AI agents explain your codebase with guided walkthroughs, diagrams and visual artifacts. Read-…
Code Context Engine
MCP context engine for AI coding agents: a local code graph answers "which files does this task need?" — folded evidence packets instead of whole files. Recall 1.000 on repos it w…
Codesight
Universal code structure visualization via static analysis — tree-sitter powered, no LLM
Synapse
Synapse AKG: High-performance Agentic Knowledge Graph with hybrid search (KNN + BM25 + RRF) for AI agents
Ziplex
A tool that converts local projects into structured contexts that AI can understand instantly
Codegraph
Token-efficient code knowledge graph for AI coding agents — type-checker-accurate call graphs for Go & TypeScript/JS, served over MCP.
Coregraph
A queryable code symbol graph for multi-language monorepos — find callers, impact, dead code, and cross-file inconsistencies, every edge confidence-scored.
Leangraph
A fast code graph that gives a coding agent the relevant code instead of making it grep for it. 14 languages, confidence-ranked edges, MCP server and a self-hosted issue agent. →…
CogZ
Local-first, code-aware engineering cognition for AI coding agents - persistent memory, contextual retrieval, and continuous cognition about your codebase.
Agentforge Graph
Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked…
Lumora
Offline MCP server for AI coding agents with semantic code search, symbol intelligence, dependency graphs, and safe file operations.
Crux
Compression Runtime for Universal eXecution — a 60–95% token reducer for AI coding agents (Claude Code, Cursor, Cline, …). Single Rust binary, SQLite, 11 layers, local-first.
Ministr
Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detectio…
Lockwire
Bind documentation claims to tiered code fingerprints. Catch stale CLAUDE.md, AGENTS.md and docs at write time inside Claude Code and Codex, with a tamper-evident history.
Ministr
Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detectio…
Ripple
AI-native code-intelligence engine in Rust — risk-ranked blast radius, PR review targeting, and cross-service call graphs across 13 languages. Runs as a CLI, an MCP server for AI…
Fmm
fmm turns a repo into queryable structure: file topology, exports, imports, dependencies, LOC, and file outlines with line ranges
Ariadne Graph
MCP server that turns Python/TypeScript repos into a code knowledge graph — compiler-accurate SCIP + Tree-sitter hybrid, hybrid search, impact analysis
Chonks
Local code retrieval for codebases too big to grep
FantomMcpServer
MCP server giving AI assistants semantic search, a call graph and Axon parsing over a Fantom / Haxall / SkySpark codebase
Treeloom
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
DevCouncil
Code intelligence and deterministic verification for AI coding agents: symbol-level code graph, blast radius, dead-code analysis, and MCP servers for Claude Code, Cursor, and Code…
Deagle
Rust-native code intelligence — tree-sitter + SQLite, single binary
S1grep
Semantic code search that runs on your machine: describe what the code does, in English or Spanish, and get the exact function. Local embeddings + BM25 + s1-code, our own small ju…
Kula
git, with a map. A local-first git client that turns your repo into a knowledge graph for you and your agents: graph UI, agent teams, fences, local issues and PRs, notes, MCP serv…
Rlm
Context broker for AI coding agents (CLI + MCP). Queries codebases via progressive disclosure instead of feeding entire files into context — reducing token waste and context rot.…
Atlas
Learn any codebase through conversation.
Radar
Catch broken merges between parallel AI coding agents (Claude Code, Codex, cmux, Orca, git worktree). Combines worktree branches, checks conflicts and contract breaks, runs affect…
Codegraph
A code graph an LLM can actually use. Tree-sitter across 6 languages, typed ontology with inferred architectural roles, impact analysis, 9 interactive views, MCP server. No embedd…
Synapse
Local-first code context for AI agents over MCP: AST indexing, symbol navigation, and source references.