Developer Tools & Repos MCP Servers

Static code analysis + knowledge-graph for AI coding agents — 12 MCP tools, 13 languages, cut token costs by 87–92 %

Agent-optimized CLI for AFFiNE, powered on demand by affine-mcp-server

Code Knowledge Graph (CKG) engine + agent toolset, built on AgentForge.

MCP server that exposes Claude Code Agent Skills to any MCP-compatible agent

MCP server for Apollo Config Center with portal session authentication

Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.

MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps.

MCP server that connects Claude to the Elementor editor via the Atomik extension. Build Elementor pages in natural language.

One MCP server that auto-serves skills to agentic coding tools

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for

Magic MCP UI builder by 21st.dev

MCP server for monorepo work coordination using beep/boop files

Isolated dev environments, one per git worktree: ports, env, and DB slices as agent tools.

MCP server that gives coding agents accurate, version-to-version breaking-change briefings for any npm package — so migrations stop being

MCP service - local build and upload deployment to remote server

RAG pipeline for Claude Code — indexes your codebase and exposes it as an MCP server

MCP server to spawn Claude Code instances in iTerm2

MCP server for Pascal/Delphi/Lazarus compilation and execution with Claude

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

A Model Context Protocol (MCP) server that provides precise code extraction tools using tree-sitter parsing