Discover Awesome MCP Servers

skills-mcp-server

A high-performance MCP server that provides BM25-ranked search and structured access to over 1,300 AI skills, enabling context-efficient discovery and usage of AI capabilities while minimizing token consumption.

context-mcp

Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.

Cloudflare MySQL MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to interact with MySQL databases through secure, role-based database operations.

weclapp-api-knowledge-mcp

A standalone MCP server for exploring the weclapp REST API v2, providing offline knowledge about entities, endpoints, and relationships, plus optional live GET probes against a tenant.

Remote Math MCP Server

A Cloudflare Workers-hosted MCP server that provides basic mathematical operations with OAuth authentication. Demonstrates how to deploy and connect remote MCP servers to Claude Desktop and other MCP clients.

obscuraai-mcp

MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsurf, etc— generate visual AI automation workflows. Describe a business process, get an interactive flow map you can edit and share.

stablebaseline-mcp

End-to-end agent-managed company brain. Humans and any MCP agent co-author living docs (Markdown + extensions), 40+ visual diagrams (Mermaid, BPMN, D2, PlantUML, ELK, Excalidraw), plans, and a self-learning Knowledge Graph. 163 tools across 16 categories. Auth: OAuth 2.1 or API key. Lean, secure, affordable — from individuals to enterprise.

Raley

Automated grocery shopping assistant with intelligent unit pricing and automatic coupon clipping, enabling AI to search products, manage carts, and plan grocery runs via Claude Desktop or CLI.

mcp-system-info

A simple Model Context Protocol server that provides system information and public IP lookup tools for Claude Code.

Twilio MCP Server

Enables AI assistants to interact with all Twilio APIs through the Model Context Protocol. Supports SMS, voice, messaging, and other Twilio services with secure authentication and configurable API filtering.

Frame.io Agent

Enables coding agents to read and write to Frame.io (projects, assets, reviews, comments, and more) with confirmation-gated mutations.

md-vision

stdio server to read markdown with images or index markdown headings from a file, folder or URL

Vicon DataStream MCP Server

Enables AI agents and LLMs to interact with Vicon motion capture systems for real-time streaming of kinematic data, markers, force plates, eye trackers, and camera calibration.

Archivist AI MCP Server

Connects AI assistants to TTRPG campaign data for managing characters, sessions, locations, factions, items, quests, and more.

SidClaw GovernanceMCPServer

Governance proxy for MCP servers. Wraps any MCP server with policy evaluation, human approval workflows, and hash-chain audit trails. Supports stdio and Streamable HTTP transports.

Frappe MCP

Allows Frappe Framework apps to function as MCP servers, exposing Python-defined tools for LLM interaction.

IRCAM Amplify MCP Server

Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, detect AI-generated music, and measure loudness using IRCAM Amplify's audio processing APIs.

com.getwpagent/wordpress

Enables managing self-hosted WordPress sites via AI assistants, providing 69 tools for content creation, SEO, media, comments, and site management through the MCP protocol.

Shopify Update MCP Server

Shopify Update MCP Server

MCP Data Analyst Server

Transforms AI assistants into data analysts by enabling CSV and Google Sheets import, SQL querying, and instant insights through natural language.

hatchet-mcp

An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to inspect workflow definitions, runs, logs, and more, with optional mutating tools for triggering, canceling, and managing workflows.

Stitch MCP Auto

An automated MCP server for Google Stitch that enables AI-driven UI design generation, accessibility audits, and design system management. It streamlines workflows for creating responsive screens, extracting design tokens, and maintaining visual consistency across professional web projects.

counterparty-credit

An MCP server that scores the credit health of public energy companies using public data, providing a 0-100 score and factor breakdown. Enables agents to assess financial soundness of utilities, generators, and energy marketers.

nasa-exoplanet-mcp

An MCP server that gives AI assistants direct access to NASA's Exoplanet Archive — the authoritative database of every confirmed exoplanet, candidate planet, and host star.

JoinCloud

Join.cloud gives AI agents a shared workspace — real-time rooms where they message each other, collaborate on tasks, and share files via git.

maven-indexer-mcp

Indexes local Maven and Gradle caches to enable AI agents to search for Java classes, method signatures, and source code, including from internal or obscure libraries.

Prufa

Point your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent + security headers, mobile tap targets, and accessibility — returned as machine-verified findings graded A-F.

agami-core

A governed MCP server that enforces a trust layer between AI agents and databases, requiring sign-off on joins and metrics and producing auditable receipts for every query.

vision-mcp

An MCP server that analyzes images using OpenRouter's Gemini Flash model, supporting local file paths and URLs.

Basic MCP Tools

A self-hosted MCP server providing private web search, web page fetching, and current date/time tools, powered by a bundled SearXNG instance for API-key-free local search.