MCP servers for Claude Desktop

An autonomous MCP agent that provides token-efficient code analysis, documentation retrieval, and implementation guidance for large library

AI-friendly MCP server for navigating any TypeScript or JavaScript codebase

Persistent codebase knowledge layer for AI agents — architecture, dependencies, coupling, and risk served via MCP

Embeds your codebase and makes it available for quick LLM lookups via MCP.

MCP server for comprehensive GitHub repository analysis using Gemini AI

Graph-intelligent, token-efficient code navigation for AI assistants. Surgical reading, execution flows, risk scoring, and micro-metadata

Token-efficient codebase graph engine for AI coding agents. Tree-sitter parsing, SQLite semantic graph, impact tracing, and an MCP server

Your codebase's memory. Persistent organizational memory for AI coding agents.

A runtime behavior memory layer for AI-generated code — captures intent, records runtime traces, learns from failures, auto-heals with

Codemend MCP server — connect Claude Code and AI tools to your production error monitoring

An MCP server for the codetoprompt library, enabling integration with LLM agents.

Make any repo instantly AI-ready via MCP — a self-hosted, zero-API-key MCP server for any codebase

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

MCP server providing AI-powered access to Google CodeWiki for open-source repositories

Agent-facing Codex session and MCP lifecycle manager with callable validation.

Local stdio MCP delegation server that routes Claude-orchestrated tasks through codex exec

MCP server that provides agent capability backing by codex CLI

MCP server for vision analysis through ChatGPT/Codex OAuth credentials

Policy-as-code enforcement for AI agents with MCP, CEL, Git hooks, SARIF, and static-analysis guardrails.

Simple and easy-to-use CODING DevOps platform MCP server, supporting 413+ API interfaces

MCP server for cogitlog — semantic session memory for AI agents