Developer Tools & Repos MCP Servers

MCP server for private, signed AI task receipts and optional validated AIPOU claims.

Ansible Knowledge MCP Server — module and role discovery, documentation, and skill generation for AI agents

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.

brandguide/AI MCP server — brand strategy knowledge base for Claude Code, Cursor, and any MCP client

Model Context Protocol server that wraps the CADLens REST API.

MCP App that renders 2D molecular structures from SMILES using RDKit.js

Chrome breakpoint debugging MCP server for inspecting runtime values and stepping through code

MCP server enabling AI consciousness persistence across sessions using RAG technology

Codebase health MCP: dead code, cycles, coupling, architectural drift.

Context optimization tools MCP server for AI coding assistants - compatible with GitHub Copilot, Cursor AI, and other MCP-supporting

A Model Context Protocol server

MCP server for EAD Enterprise Suite - signatures, evidence, notifications, dossiers via AI agents.

Retrieve only the relevant code for a codebase question, within a token budget.

MCP server for Gigadoc-style Python documentation in Gigacode/Gemini/Qwen CLI.

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs

The only MCP server combining semantic code search, temporal knowledge graph, and persistent AI memory. 74 tools, zero cloud, pure SQLite

Local codebase memory and repository code search for Codex, Claude Code, and MCP coding agents.

MCP server that provides a portable and enhanced alternative to editor-specific documentation rules (like Cursor Rules). It allows you to

A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter)