MCP servers for Devin Desktop

Local and self-hosted code context graph with MCP, annotation search, and Tree-sitter parsing

SQLite FTS5 (trigram) MCP server for code source search.

MCP server for git lifecycle management, Zoekt-based code search, and cross-repo dependency analysis

MCP server for code-mode — execute TypeScript code chains with pre-configured tools in an isolated sandbox

Lightweight MCP orchestrator with TOON compression (30-90% token savings) and lazy loading for efficient AI agent workflows

MCP server for efficient code search

MCP server for E2B code sandbox - Execute code and commands in secure E2B sandboxes

MCP server for generating beautiful code screenshots directly from Claude

MCP server to manage code snippets

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