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MCP servers tagged tree-sitter

79 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.

79
live servers
42
avg trust
1.1K
most stars
51

Semantiq

Semantic code understanding for AI tools - One MCP Server for all AI coding assistants

37
52

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`.

37
53

Vibe Splain

Static-analysis dossier engine for codebases: Tree-Sitter powered architectural analysis and interactive UI. Language-agnostic core, optimized for TypeScript/JavaScript.

37
54

Pi Shazam

Pi coding agent native codebase awareness toolkit — 9 structural analysis tools. Also supports MCP (Cursor, Claude Desktop, Windsurf, etc.)

37
55

Ast Outline

MCP server for ast-outline - a tree-sitter-based CLI that provides structural code outlines, digests, symbol extraction, and AST-aware grep

37
56

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-…

37
57

Jambavan

Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.

37
58

Cortex Ast

A powerful Model Context Protocol (MCP) server and Omni-AST engine. It empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynam…

34
59

Codesearch

Fast, local semantic code search as MCP server for OpenCode and Claude Code. Rust-powered, fully offline.

34
60

Qex

Lightweight MCP server for semantic code search — BM25 + optional dense vectors + tree-sitter chunking

34
61

Cpe

A LLM powered chat based programming editor

34
62

LxDIG MCP

Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memor…

34
63

Codeprysm

Graph-based code intelligence with MCP server for AI assistants. Tree-sitter parsing, semantic search, relationship analysis. Your codebase as a searchable knowledge graph.

34
64

wei9072/aegis

emits BLOCK / WARN / PASS verdicts, never coaches the agent.

34
65

Automatised Pipeline

Codebase intelligence as an MCP server — tree-sitter AST → LadybugDB graph → Louvain communities → hybrid BM25 + TF-IDF + RRF search. 23 tools · 10 stages · 220 tests · Rust · Cle…

34
66

Cognitive Project Layer

Local-first context engine for coding agents: project skeleton, symbols, references, graph, retrieval, confidence, MCP, CLI, and HTTP API.

34
67

Nen MCP Server

[ENG] A Gemini CLI Extension / MCP Server that completely resolves character encoding issues (e.g., Shift-JIS) in Windows CLI environments, enabling AI to accurately parse non-Eng…

34
68

Codelens MCP Plugin

Rust MCP server for bounded code intelligence, gated mutation, and auditable agent workflows.

34
69

srinivasan-sundaresan95/orihime

reading baseline. `pip install orihime`

34
70

Cgx

Turn any Git repo into a queryable knowledge graph. Tree-sitter + git history + DuckDB + WebGL graph. MCP server for Cursor & Claude Code.

34
71

Veles

Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols

34
72

Fast File Search

Ultra-fast file search toolkit for AI agents, Neovim, and code editors. MCP server for Claude Code/Cursor/Codex, frecency-ranked search, symbol indexing via tree-sitter, and a Rus…

34
73

Glyphtrail

Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structural code search, dependency impact, blast-radius analysis, CLI and MCP server.

34
74

Tessera

Local semantic code graph + MCP server for AI coding agents (Rust, Tree-sitter, SQLite)

34
75

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…

34
76

Go Code

MCP server providing code intelligence tools for AI agents: AST parsing, semantic search, call graphs, dead-code detection.

34
77

Codesynapse

MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.

34
78

Vaelor

A 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, t…

34
79

Ridge

MCP server that reverse-engineers architecture from code (Go, TypeScript, Python) and markdown into a structured graph. Detects drift between any two branches, tags, or commits

34
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