MCP servers tagged ast
142 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.
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.
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…
Relay MCP
Relay - open-source AI agent latency auditor. A local MCP server + CLI that finds, verifies, and fixes latency bottlenecks in AI agent and voice-agent codebases. No API key, no ba…
Sleep
Tool that allows you to wait a certain time to continue the execution of an agent.
API Squash
Extract Python API surfaces in compact Markdown. Built for AI coding agents, by AI coding agents.
Autohotkey Linter
AutoHotkey v1-to-v2 migration linter -- 167 patterns, AST-based, auto-fix, SARIF, MCP server for AI self-correction
Projmap
Python CLI and MCP server for compact codebase maps, symbol lookup, and persistent context for AI coding assistants.
Deagle
Rust-native code intelligence — tree-sitter + SQLite, single binary
Codemap CLI
Static analysis CLI that generates relationship maps of codebases for AI-assisted development. MCP server included.
myelixlabs/synapse-mcp
breakage refactoring. Free tier + Pro.
Component Library MCP
MCP server that scans React/Vue projects and exposes component library metadata to AI coding agents
Synaps
Deterministic codebase intelligence for AI coding tools. 13 MCP tools for Claude Code, Cursor and any MCP client.
Deltacode Engine
Database-free structural code retrieval and AST context packets for coding agents
ConstraintMCP
Hard enforcement for AI coding agents. SPEC.md rules that actually can't be broken.
Codebase Oracle
A shared semantic index over your local repos
Staledocs
Finds documentation that no longer matches your code. Deterministic AST check for pull requests; no API key. TypeScript, JavaScript, Python.
Cddm
High-Performance Polyglot Code Clone Detection, DRY Health Analysis, AST Subtree Hasher & Embedded Studio WebUI
Sn Patterns MCP
Pattern-intelligence MCP server for ServiceNow Discovery — 28 tools for reading, searching, validating, authoring, surgically editing, and emulating NDL discovery patterns. AST ed…
Code Oracle
Sub-50ms Neuro-Symbolic Verification Oracle for AI Coding Agents
ITan LIPA
⚡Stop letting unvetted Python code blow up prod. Zero-execution AST safety gate for circular imports, broken contracts, and PEP traps. Zero deps.
Dsh Codebase Memory MCP
Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, AST snippets, architecture analysis, call-graph tracing, auto-started graph UI, bundled skill,…
Mrcp Engine
Deterministic AST code-intelligence engine for AI agents — MCP server + REST API for architecture analysis, security audits, and doc generation.
Truemend Engine
Deterministic-first code quality engine — finds what AI coding assistants leave behind. AST anti-pattern detection, safe auto-fixes, and a built-in MCP server. No LLM calls, runs…
Tokenmarkdown
Sub-150ms Web-to-AST Markdown engine & Model Context Protocol (MCP) server. Eliminates 90%+ raw HTML token bloat for LLMs, RAG, and agent context.
Omnia Codebase Memory
Hierarchical AST codebase memory engine & MCP server. Slash context window bloat by 92% with structured semantic symbol retrieval for Claude Desktop & Cursor.
Fault Keeper
🌿🐡"51 deterministic checks across 13 areas to catch bugs and harden your code."
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…
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…
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.
Go Surgeon
Deterministic Go code editing for LLM agents. AST-based CLI and MCP server that replaces Edit, Read, and Grep on .go files for Claude Code, Cursor, and any agent.
Graphrag Code
🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher
Cgx
Turn any Git repo into a queryable knowledge graph. Tree-sitter + git history + DuckDB + WebGL graph. MCP server for Cursor & Claude Code.
Yaml Json Converter MCP
Vinkius Edge high-performance Model Context Protocol (MCP) server for seamless YAML/JSON bidirectional transformation.
Codesynapse
MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.
RepoNav
The deterministic architecture sensor for any codebase. CLI, MCP, GitHub Action, VS Code extension over one engine.
JCodeIndexer
Java / Kotlin / Scala AST-level code indexer with SQLite storage, exposed as an MCP server; provides multiple analysis tools including symbol & reference search, call-graph analys…
Nodiom MCP
MCP server for nodiom — structured read/write access to Markdown documents for AI agents.
Letitloop
Make any Python function crash-proof in 3 lines. The zero-daemon durability kernel for AI agents & scripts.
Frigg
Fast local code intelligence for AI agents powered by AST Treesitter, SCIP, semantic search and a reranker
Structured Repo Context MCP
MCP server for semantic code search and codebase analysis — AST parsing, Tree-sitter, embeddings and vector search for AI assistants and LLMs
Duphunter
AST-driven near-duplicate code detector for Python
Salc
Symbolic Context Virtualization Protocol — a local-first, deterministic tool that lets an LLM navigate and edit a repository through a compressed, lazily-expandable symbol graph i…
Multi Agent Python Code Auditor
Multi-Agent AI Code Auditor is a Python-based code review system that uses AST parsing, Bandit, Radon, and LLM-based agents to analyze code for security, quality, and complexity.…
Graphia
Fast native code graph & repository intelligence engine. 16-language Tree-sitter parser, interactive browser UI, MCP server, and Obsidian vault exporter for AI coding agents.
Code Ast MCP
A Python AST Model Context Protocol (MCP) server for codebase architecture inspection, symbol search, import dependency mapping, and docstring coverage auditing.
Registree
Anti-hallucination class registry for coding agents, served over MCP
Nostale
NoStale extracts knowledge from your codebase, indexes it, and generates PRD/TDD documents that stay in sync with every commit, no stale docs, no manual regeneration. Browse it fr…
ASTra MCP
MCP server giving Claude Code, Cursor & Codex permanent AST code memory. 98.9% token reduction. 100% local.
Stellaris Code Search
MCP tool to enable semantic code search in your project.
Lisp Sitter
Structural editing CLI for Emacs Lisp, Scheme, and Common Lisp