codeTree
Active·★ 30·MIT·Updated 2026-06-24
codetree is an MCP server that uses tree-sitter to provide structured code understanding to AI coding agents, reducing token usage by 25x. It offers 23 tools across 10 languages with startup around 1 second. No vector DB, embedding model, or configuration needed.
#ai#ast#claude#code-analysis#coding-agents#copilot#cursor#developer-tools
01
Features
01Structured code understanding via skeletons and symbols
0223 tools for code navigation, quality analysis, and visualization
03Support for 10 languages (Python, JavaScript, TypeScript, Go, Rust, Java, C, C++, Ruby, TSX)
04Fast startup (~1 second) with zero configuration
05Persistent graph database for relationship and impact analysis
02
Compatibility
Claude Code
Claude Code
Verified via docs
Cursor
Cursor
Verified via docs
VS Code
VS Code
Verified via docs
Windsurf
Windsurf
Verified via docs
Claude Desktop
Claude Desktop
Verified via docs
03
Quick start
1
$ pip install mcp-server-codetree
04
Use cases
↳Reduce token consumption for AI coding agents when exploring codebases
↳Navigate and search code structure (symbols, references, call graphs)
↳Analyze change impact and dataflow for refactoring or debugging
05
Alternatives
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Ctxo★ 72
MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript, Go, and C#.
agent-shadow-brain★ 38
🧠 v6.0 Hive Mind — One open-source brain every AI coding agent can share (Claude Code, Cursor, Cline, Codex, Copilot, Windsurf). 22 novel features. Free. Local-first. MIT.
AiDex★ 46
MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.
code-context-engine★ 435
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
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