Discover Awesome MCP Servers

mcp-lichess

Enables AI agents to query public Lichess data including player profiles, games, opening explorer, and tablebase via the Pipeworx MCP gateway.

Calculator MCP Server

Provides a calculator tool that can evaluate mathematical expressions over the Model Context Protocol.

search2chart-mcp

Enables agents to turn structured tabular data or CSV/XLSX files into interactive charts that render inline in conversations, with client-adaptive output modes and self-contained HTML.

KLH Campus Assistant

An MCP server for KLH University Hyderabad that provides tools for CGPA calculation, schedule conflict checking, study group and course search, club and exam info, library lookup, and resources for campus FAQ and curriculum requirements.

VectorCart Shopping Assistant

MCP server that enables AI shopping assistants to understand customer needs, search products using visual and semantic queries, apply metadata filters, and recommend relevant products from an inventory.

MedAdapt Content Server

A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning by fetching and processing educational resources from PubMed, NCBI Bookshelf, and user-provided documents.

LLM Graph Builder MCP

Enables Claude to automatically extract entities and relationships from URLs, PDFs, and YouTube videos to build structured knowledge graphs in Neo4j. It supports custom schemas, academic citation extraction, and community detection for advanced research and content analysis.

UniVoucher MCP Server

Enables interaction with UniVoucher's decentralized crypto gift card protocol across multiple blockchains. Supports querying documentation, retrieving real-time protocol statistics, and creating/redeeming crypto gift cards on networks like Ethereum, Polygon, BSC, and more.

tailtest-cline

tailtest-cline is a Cline plugin that automatically generates and runs tests every time the agent edits a source file. https://github.com/avansaber/tailtest-cline

stillonline-mcp

MCP server for StillOnline uptime monitoring, enabling management of projects, checks, incidents, and public status pages through natural language.

Zen MCP Server

Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.

Statement Normalizer

Deterministic bank-statement parsing for AI agents: messy CSV/OFX exports to clean, categorized ledger rows. In-memory only, no storage, no external calls, no LLM in the loop.

rigshare-mcp

Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equipment owners.

WordPress MCP

Enables WordPress content management via the Model Context Protocol, allowing creation, update, search, and retrieval of posts, as well as fetching block type schemas for generating block-based content.

lkx-mcp

Provides utility tools including weather alerts, GitHub repository analysis, phone model lookup, Chinese ID card parsing, and User-Agent parsing.

agents-memory

A local markdown memory and cross-agent context engine for AI coding assistants. It provides an MCP server with tools to search, add, retrieve, and distill persistent memory across tools like Claude Code, Cursor, and Zed.

Node.js Debugger MCP Server

Provides Node.js debugging capabilities with process management for AI agents, allowing them to start/stop Node.js processes, set breakpoints, step through code, and evaluate expressions.

Raindrop MCP Server

An MCP server that exposes Raindrop.io's bookmark management API as tools for AI assistants, enabling collection, bookmark, and tag operations.

hood-mcp

A zero-config data server for read-only queries on Robinhood Chain (stock tokens, memecoins, launches, chain stats) and an opt-in trading server with spend caps and confirm gates for executing swaps and transfers.

gachi-data

Provides Japanese station accessibility and hazard data via MCP tools, including toilet information, public toilet locations, and official hazard categories.

lunanode-mcp

Enables management of LunaNode VPS resources including VMs, images, volumes, floating IPs, SSH keys through natural language with tiered safety controls.

MCP Server Basic Example

A basic Model Context Protocol server implementation that demonstrates core MCP functionality including tools and resources. Provides weather alerts through the Weather API and serves as a learning example for MCP development.

WorldFirst MCP Server

MCP server that gives AI agents access to WorldFirst cross-border payment APIs, enabling autonomous balance checks, FX quotes, supplier management, and payments.

Literature Review MCP Server

An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.

mcp2ws

Exposes SOAP-based web services as MCP servers by parsing WSDL files. Enables AI assistants to interact with legacy SOAP/WS-\* web services through the Model Context Protocol.

curl2mcp

Turns any curl command into an MCP tool server by extracting placeholders and serving the request over stdio.

grippy-code-review

Open-source AI code review MCP server for local git diff auditing with deterministic security rules and AI-powered analysis using any OpenAI-compatible model.

weather-mcp-server

Provides live weather information for any city using the Open-Meteo APIs, built with FastMCP.

Google Tasks MCP Server

Integrates with Google Tasks to allow listing, reading, searching, creating, updating, and deleting tasks.