Discover Awesome MCP Servers

agent-memory-mcp

Guardrails for AI coding agents that enforces rules via compliance receipts, blocking destructive actions and syncing rules across all AI tools.

Plan-MCP

An MCP server that uses Google Gemini AI to analyze requirements, create project plans, review code quality, and provide execution analysis feedback for software development projects.

jlcpcb-skill-mcp

An MCP server that picks JLCPCB/LCSC parts for KiCad circuits with assembly cost in mind, automating part selection, stock risk checks, and quantity-tiered pricing.

yt-curator-mcp

Enables YouTube playlist curation including inventory, deduplication, merging, and deletion via MCP tools.

Rigour MCP

Enables AI agents to self-govern by scanning code for hardcoded secrets, structural violations, and AI drift in real-time, providing fix packets for automatic remediation.

mailindex-mcp

A self-hosted mail client MCP server that indexes email in PostgreSQL, enabling AI agents to search, move, mark, delete, and draft messages with bulk operations and attachment text extraction via OCR.

updated mcp spec tut

An MCP server that demonstrates modern MCP spec features including elicitation (interactive confirm dialogs), signed request state, and cache hints, with a deploy tool requiring confirmation. It runs as both a Node server and a Cloudflare Worker, supporting stateless per-request handling.

mcp-jp-calendar

Provides accurate Japanese business day utilities including holiday checks, settlement day calculations, and fiscal period determination, all with embedded holiday data from 2020-2030.

granola-mcp

MCP server for Granola that exposes meeting notes, AI summaries, and transcripts to Claude.

Garmin Workouts MCP Server

Enables AI agents to access Garmin Connect activities, workouts, and workout templates for querying and creating workout plans.

MCP Image Resolver

An MCP server that enables AI assistants to search for royalty-free images from Pexels and Unsplash using natural language, returning structured results with metadata.

claude-for-abap

MCP server giving Claude (and any MCP-compatible client) live access to SAP systems via ADT for reading, searching, editing, and activating ABAP objects.

RAP2 MCP Server

Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.

AgentTrust

Reputation and trust scoring service for AI agents, exposed as an MCP server. Evaluate counterparties, report interactions, issue portable trust certificates, and detect Sybil attacks.

MotionMCP

This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Protocol, so you can manage tasks, search projects, check your schedule, and more — all through natural conversation.

Document Q&A MCP Server

Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

Bitcoin Agents MCP Server

MCP server for interacting with Bitcoin Agents on Stacks blockchain. Bitcoin Agents are Tamagotchi-style AI companions that live on-chain.

mcp-fusion

Multi-model fusion analysis tool that sends queries to multiple AI models in parallel and returns structured analysis from a judge model.

mcp-reddit-publisher

MCP server to publish on Reddit safely, with automated rule checking, dry-run mode, and subreddit allowlisting.

codex-mcp-longrun

A local STDIO MCP server for running one bounded command and waiting for its final result, eliminating model-driven polling. Designed for builds, test suites, and other trusted foreground commands.

image-mcp-server

镜子 (jìng zi)

Meta AI Demos MCP

Enables using Meta AI Demos (aidemos.meta.com) tools from Cursor via MCP, including SAM3 template management, media upload, and GraphQL calls.

unreal-mcp

Enables Claude to control a running Unreal Engine editor via Epic's Python Remote Execution protocol, supporting asset import, actor manipulation, viewport screenshots, and arbitrary Python execution.

Ambient Home Assistant MCP

Provides secure, read-only semantic access to Home Assistant entities, areas, floors, and domain summaries for MCP clients like ChatGPT and Codex.

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication, allowing remote access to MCP tools via SSE transport. Includes example math tools and supports connection from Claude Desktop and MCP Inspector.

ASSETMCP

A Python MCP server for searching, downloading, extracting, inspecting, and previewing game assets from multiple public sources.

@vibecheck/mcp

Enables AI agents to manage git-backed website content through natural language, with tools to create, update, delete, and draft pages that are schema-validated and committed to a repository.

deepseek-vision-mcp

A universal MCP server that adds image recognition and OCR capabilities to text-only LLMs like DeepSeek, supporting any OpenAI-compatible multimodal provider.

bruno-mcp

Read-only MCP server for indexing and searching Bruno API collections. Enables endpoint discovery and contract retrieval without executing requests.