Developer Tools & Repos MCP Servers for Devin Desktop

Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.

Model Context Protocol server that exposes the CodeRabbit CLI with full bootstrap, auth, and diagnostics tooling.

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

Command-line tool and MCP server for structured XML comparison.

MCP server that connects any AI agent to every model in your Cursor subscription. No API keys needed.

Dazeb Github Mapper is an MCP server that runs on your own machine, started by your client over stdio.

MCP server with 12 essential developer utilities — UUID, Base64, hashing, JWT decode, JSON diff, regex test. Zero config.

This is an MCP server that gets the difference between two texts.

MCP server for developing exteraGram plugins — Python code generation, reference guides, deploy via ADB.

Feishu Docs MCP server, used to access Feishu documents via the MCP protocol

MCP bridge that fetches Figma MCP design context internally and returns compacted Markdown for agents

A blazingly fast MCP server for searching files in large codebases and monorepos. Features glob search, ripgrep-powered content search

Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

Workflow timing analysis, configuration audit and billing insight for GitHub Actions.

Headless Ghidra MCP server with P-code emulation and multi-console ROM triage.

GIS — Autonomous GitHub Issue Solver. RAG-powered CLI agent that ingests repos, analyzes issues, generates patches, and creates PRs.

A Model Context Protocol server for managing GitHub issues as Kanban using gh CLI

Github Mapper is an MCP server that runs on your own machine, started by your client over stdio.

Retrieves GitHub PR history as context material; the connected IDE agent does the reasoning.

MCP server for GitLab merge request workflows — review, comment, create, approve and merge MRs from your AI assistant.

MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.