Discover Awesome MCP Servers

clawops

MCP-native infrastructure ops for deploying and managing self-hosted OpenClaw instances across cloud providers or local VMs, with read-only mode, destructive-action confirmation, and audit logs.

migas-mcp

Enables AI assistants to query local Migas meeting transcripts, including searching, listing meetings, and retrieving speaker contributions, all read-only.

MCP Tool Server

Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.

design-canvas-mcp

Enables AI agents to manage routes on the Design Canvas infinite canvas app, including adding, removing, listing routes, and capturing screenshots of the canvas.

CCI Black Book MCP

Enables semantic search over the CCI Black Book, a scanned grow manual, retrieving both text and visual content with cited evidence packs for AI assistants.

PubMed MCP Server

Enables AI assistants to search and retrieve biomedical research articles from PubMed's database of over 35 million citations, including metadata, abstracts, MeSH terms, and full-text PDFs when available.

Open Enterprise AI MCP Server

Connects AI coding assistants like Claude Code, Cursor, and Windsurf to enterprise data sources (databases, files, APIs, etc.) via a single binary, with 45+ connector categories and built-in memory tools.

pay-per-call-mcp — USDC · x402 · AI Agent Billing | LemonCake

Pay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with hard spending caps and auto-journal every charge to freee / Money Forward / QuickBooks.

blueprint-10k

An MCP server that provides deterministic finance tools for SEC filing analysis, enabling LLMs to compute financial ratios, fetch filings, and perform equity research without hallucinated numbers.

MCP Kynhood Events Server

Enables Claude Desktop to interact with the Kynhood Events API, allowing users to list events with pagination and retrieve detailed event information through natural language queries.

AgentPact

Marketplace where agents are customers

ghost-mcp-secure

A secure-by-default MCP server for Ghost CMS that enables content management, site configuration, and member operations via Claude, with all destructive actions disabled until explicitly opted in.

A-Share MCP Server

A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

Redmine MCP Server

Enables AI assistants to interact with Redmine instances, managing issues, projects, and metadata through natural language commands.

Python Debug MCP Server

Enables AI-driven Python debugging with debugpy, allowing Claude Code to control breakpoints, stepping, variable inspection, and expression evaluation.

google-search-mcp

Enables LLMs to perform real-time Google searches and retrieve web results via the MCP protocol.

Planka MCP Server for Claude

Enables AI-powered project management by connecting Claude to Planka kanban boards via 75+ MCP tools for creating, updating, and managing projects, boards, lists, and cards.

math-animation-mcp

Enables creating 3Blue1Brown style math animations from text descriptions, PDFs, or images. Supports rendering educational videos for math and physics topics.

Confluent Support RAG MCP Server

An MCP server that provides hybrid search over Confluent support articles and lets AI assistants save solved problems back into the knowledge base.

to-markdown

MCP server that converts PDF, video, web, and audio inputs into structured Markdown notes with support for checkpointing, batch processing, and Obsidian integration.

KryMark

MCP server for collecting and resolving website feedback via AI; reviewers click elements and type requests, then AI agents pull fix prompts and resolve notes automatically.

MCP-RAG

An agentic AI system that orchestrates multiple specialized AI tools to perform business analytics and knowledge retrieval, allowing users to analyze data and access business information through natural language queries.

Paid MCP Server Template

A production-ready template for building monetized MCP servers that require per-call payments via the Mainlayer infrastructure. It provides a structured payment gate that ensures AI agents pay for tool usage before accessing server logic or data.

yahoo-transit-mcp

Unofficial MCP server for Yahoo! Transit that provides Japanese train route search (including last/first train), real-time service disruption info, and station timetables as MCP tools.

MadeForAI Supply Chain Connector

Enables authorized manufacturing order-intake and supply-chain task management by forwarding requests from MCP clients to the hosted MadeForAI service.

nelly-elephant-mcp

Search and resume past Claude Code conversations via MCP. Reads local JSONL session files, runs locally, MIT licensed. An elephant never forgets.

UI Analyzer MCP Server

Analyzes website UIs using Playwright and provides precise CSS/HTML fix instructions for AI coding assistants like GitHub Copilot and Cursor.

HTML Deploy MCP Server

Deploys HTML pages to an online preview platform and returns a shareable URL via MCP protocol.

Simple SSH MCP Server

An MCP server that gives AI assistants full SSH/SFTP remote operations — session management, command execution, interactive shells, file transfers, port forwarding, and system diagnostics.

docs-mcp

A secure MCP server providing intelligent documentation search across multiple frameworks using ChromaDB vector storage, enabling semantic search and integration with AI tools.