MCP servers tagged ast
100 live MCP servers tagged "ast", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ast.
Code Graph RAG
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Abcoder
deep, reliable and confidential coding-context
Probe
AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code unde…
Cocoindex Code
A super light-weight embedded code mcp (AST based) that just works - saves 70% token and improves speed for coding agent. 🌟 Star if you like it!
Gm
wanna develop an app ❓
Autodocs
We handle what engineers and IDEs won't: generating and maintaining technical documentation for your codebase, while also providing search with dependency-aware context to help yo…
Smart Coding MCP
An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Curso…
Ast MCP Server
The AIReady AST-aware Model Context Protocol (MCP) Server. Explore and navigate multi-project TypeScript/JavaScript codebases with high precision using AST and type information.
micl2e2/code-to-tree
A runtime-free MCP server that converts source code into AST🌲, regardless of language.
Prettier
Prettier is an opinionated code formatter.
Carrot AI Pm
Carrot auto-writes specs and catches AI code drift. MCP server for Cursor that AST-validates every commit.
Code Context MCP
The ultimate MCP server for code intelligence. Smart context, semantic search, call graphs, pattern detection & token optimization. Makes LLMs understand any codebase perfectly.
Code Firewall MCP
A structural similarity-based code security filter for MCP (Model Context Protocol). Blocks dangerous code patterns before they reach execution tools by comparing code structure a…
code-graph
MCP server that indexes codebases into an AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing
Codemind
CodeMind is an AI agent memory system that maintains persistent, real-time context over complex codebases. By utilizing symbol graph storage, AST chunking, and intelligent file sc…
Ast2llm Go
Powerful MCP-server that parses Go source code into AST and converts it into a clean, LLM-friendly format.
Gm Exec
wanna develop an app ❓
ozgurcd/gograph
aware structural repository graph engine and MCP server designed for AI agents. Understands Go struct embeds, public API surfaces, SQL queries, and error mapping to give agents in…
Tree Sitter Language Pack
Comprehensive 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. 306…
ajitpratap0/GoSQLX
no install needed. 1.25M+ ops/sec, 6 SQL dialects.
PhpCodeArcheology/PhpCodeArcheology
PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git…
Remindb
An agentic memory database that cuts session tokens by 75–99%. One portable SQLite file — your agent's memory, anywhere.
Logicstamp Context
A Context Compiler for TypeScript. Deterministic, diffable architectural contracts and dependency graphs for AI coding workflows.
Giulia
A persistent, local-first AI development daemon built in Elixir/OTP. AST-level code intelligence, Property Graph, runtime BEAM introspection, and semantic search — all via a 80+ e…
codeql-development-server
An MCP server supporting LLM requests for CodeQL development tools and resources.
Crjfisher Ariadne
Model Context Protocol server for Ariadne - Expose code intelligence capabilities to AI agents
Magic5644 Graph It Live
Visualize file dependencies as an interactive graph. Analyze imports, detect circular dependencies, and explore project architecture. Includes MCP Server for AI/LLM integration wi…
Nomik
Nomik is an AI-native code intelligence graph. It transforms your codebase into Neo4j and connects directly to AI agents via MCP.
Trueline MCP
Smarter reads, safer edits. An MCP plugin that cuts token usage and catches editing mistakes before they hit disk. Supports Claude Code, Gemini CLI, GitHub Copilot, and Codex.
Yoyo
yoyo is a local MCP server for repository reading and change work. It exists to make coding agents less hallucinated, more grounded, and more truthful when they answer questions a…
Vibecop
AI code quality toolkit — deterministic linter for the AI coding era. 22 detectors, GitHub Action PR gate, zero LLM required.
Doora
Doora parses source files into syntax trees and runs S-expression queries to find functions, types, and call sites that grep misses. Supports Rust, Python, JS, TS, Go, C, and C++.…
Showsignature
A CLI that extracts the useful structure from source files: signatures, imports, types, variables, comments, and Markdown sections.
Orven
MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.
Morfx
Safe AST-based code transformations for MCP agents, standalone tools, and automation runtimes.
Open Repo
CLI to run local MCP server for indexing local code repositories. Parse, search and serve your codebase to AI agents via the Model Context Protocol.
Repo Lens
MCP server for multi-repository AST-based symbol search and API route discovery
Autosnippet
Extract code patterns into a knowledge base for AI coding assistants
Codixing
Code retrieval engine for AI agents — MCP server
Project Graph
MCP server for AI agents — project graph, code quality analysis, visual web explorer. JS, TS, Python, Go.
Go Arch Xray
Model Context Protocol server for static analysis of Go codebases (call graphs, import graphs, interface topology, struct lifecycle, endpoints, maintainability metrics, and repo-a…
Ts Language
TypeScript Language Server exposed via MCP for AI agents
Ctxloom Pro
ctxloom — The Universal Code Context Engine. A local-first MCP server providing intelligent code context via hybrid Vector + AST + Graph search with Skeletonization (92% token red…
Ast Lens
An MCP server that gives AI agents structural understanding of TypeScript/JavaScript codebases via AST analysis, import graphs, dead-code checks, call graphs, and public API surfa…
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`.
Source Lint
Local static analyzer for MCP server TypeScript and JavaScript source.
Codeatlas MCP Server
Local-first MCP server for AI-powered codebase intelligence — AST analysis, dependency graphs, and semantic search. Your source code never leaves your machine.
Pi Shazam
Pi coding agent native codebase awareness toolkit — 9 structural analysis tools. Also supports MCP (Cursor, Claude Desktop, Windsurf, etc.)
Chanakya
Chanakya MCP: Local Model Context Protocol server delivering deep structural AST intelligence and 80-93% token reduction for AI coding agents.
Figma To Code MCP
Figma-to-Code converter powered by Model Context Protocol. Features: 11 AST transforms, dual output modes (Tailwind/Pure CSS), Puppeteer validation, shadcn/ui dashboard.