MCP Servers Directory

MCP server for graph representation of a codebase

A blazingly fast codebase graphRAG implementation in 100% Rust

🌍 **Help translate CodeGraphContext to your language by raising an issue & PR on [GitHub Issues](https://github.com/CodeGraphContext/CodeGraphContext

Local-first code intelligence MCP: symbol graph, impact analysis, 60+ tools.

MCP server for codehooks.io integration

Code-Index-MCP is a fast, **local-first** search index for your code. It plugs into Claude Code and other AI assistants (through the Model Context

Local-first MCP security scanner for AI-generated web apps.

AI coding agents spend most of their token budget *finding* code before they can *work on* it. They grep, read files, grep again, backtrack. On a

A knowledge management tool for code repositories using vector embeddings. This tool helps maintain and query knowledge about your codebase using

Deterministic context selection for AI coding agents. Local memory that compounds across sessions.

Gemini-powered MCP server for code analysis.

An [MCP Server](https://modelcontextprotocol.io/introduction) to utilize Codelogic's rich software dependency data in your AI programming assistant.

A lightweight JavaScript MP4 (MPEG-4, ISOBMFF) file/box parser.

A local Python MCP server that exposes the [Codemagic CI/CD REST API](https://docs.codemagic.io/rest-api/overview/) as Claude-callable tools. Trigger

This monorepo contains the VSCode MCP Server and its companion VSCode Extension, which together enable AI agents and assistants, like Goose or

MCP server for CodeMenu snippet manager.

Code indexing MCP: 13 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

This MCP server provides tools to search and run capsules and pipelines, and manage data assets.

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like [Cursor](https://cursor.sh/) or AI

MCP server for interacting with CodeRabbit AI reviews on GitHub pull requests. Enables LLMs to analyze, implement, and resolve CodeRabbit suggestions

Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from static analysis, blast radius in CI, MCP server for AI

Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code

AI-driven JavaScript dead code elimination for Cursor (MCP server)

Enhanced MCP server for code reasoning using sequential thinking methodology, optimized for programming tasks

A Model Context Protocol server

Gemini-powered MCP server for code review analysis.

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

This AI agent analyzes code repositories, detects potential security vulnerabilities, reviews code quality, and suggests fixes based on Sentry error

A MCP server for code reviews

Model Context Protocol server for CodeRide, task management redesigned for AI

Code Runner MCP Server

Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.

This release adds crash-safe JSONL streaming, failure-path telemetry for all 23 tools, encrypted error fields, and automatic log retention policies.

A CLI tool and MCP server that scans code files for definitions (classes, functions, etc.), respects .gitignore, provides line numbers, and outputs

The **CodeScene MCP Server** exposes CodeScene's [Code Health](https://codescene.com/product/code-health) analysis as local AI-friendly tools.

CodeSeeker - Advanced code search and transformation for AI assistants. Powered by ugrep with intelligent replace capabilities.

See your codebase clearly. Universal AI context generator that maps routes, schema, components, dependencies, and more for Claude Code, Cursor

MCP server for generating beautiful code snippet images

Command-line tool to summarize code files using Gemini Flash 2.0

Indexes your codebase's public API and serves it via compact MCP tool responses.

The Code Sync MCP architecture bridges the gap between local development and remote containers for interpreted languages - Python, Ruby, or other

A Model Context Protocol (MCP) server for CODESYS V3 programming environments.

CodeVF CLI - Live debugging with vetted engineers (BETA)

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness

[](https://www.npmjs.com/package/@agentclientprotocol/codex-acp)

# Codex MCP Server <div align="center"> [](ht

Codex-native codebase intelligence context compiler and query-only MCP server.

Durable MCP control plane for long-running Codex Desktop tasks.

Easily create reusable automation tools from casual browser actions using Apify Agent

Workspace-confined coding tools exposed as an MCP server.

CodingBaby-Browser-MCP is a powerful tool that enables AI assistants like Claude 3.7 Sonnet in Cursor to control Chrome browser for automated tasks.

A Model Context Protocol server

This MCP server provides tools for accessing coding style guidelines and best practices for various technologies (Java, Python, React).

CogmemAi: Autonomous Cognitive Memory for Any Ai System. 95.10% on LongMemEval (top published score on the field's hardest long-term memory

Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning.

MCP server for Cognigy.AI - 132 tools to build, configure & operate conversational AI agents