MCP server for Just command runner, enabling AI assistants to discover, execute, and introspect Justfile recipes
Design-system memory for coding agents with MCP server integration for shadcn, Tailwind, and Figma workflows.
Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access
Strict AI-powered code reviewer for Claude Desktop, Cursor, VS Code, and Claude Code CLI
XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep
Deep code indexing MCP server for AI agents with 42 tools covering symbol search, relationship graphs, git change intelligence, semantic search, and build system awareness.
Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your dev environment
MCP server bringing 100+ x402-paid APIs to AI agents
A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.
Convert source code to searchable knowledge base with MCP server integration for Claude Code and Cursor
Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks.
Read-only static scanner for MCP / agent-gateway production-readiness anti-patterns
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users.
Script workflow management via MCP. Converts AI workflows to persistent scripts, reducing tokens & delays while minimizing hallucination risks.
MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation
Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more.
MCP server for Garmin Connect IQ SDK 8.2.3 documentation - complete offline access to API docs, guides, device reference and FAQ
File uploads for developers. Beautifully. Open-source TypeScript SDK + 40+ premium React components + managed storage on Cloudflare R2 with BYOS mode.
Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots
MCP server for Jaeger — search traces, inspect spans, map service dependencies
React Hooks集合，提供MCP服务器用于AI驱动的hook发现和自动化
A comprehensive Go-based MCP server for mathematical computations with 13+ tools
PCQ is a contract for agent-run ML experiments, providing MCP server interface for ML experiment management and validation.
MCPR enables AI agents to participate in interactive R sessions for professional analysis workflows.
AI-powered code refactor engine for large repositories, built on Claude Code + MCP.
Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.
An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
MiSTerClaw is the first MCP server for MiSTer-FPGA. Control your MiSTer from any AI agent.
Local-first MCP server for Canvas LMS. Stdio transport, no network round-trips beyond the official Canvas API.
