Discover Awesome MCP Servers

rag-server

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

rails-ai-context

Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.

data-cambridge

DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API).

siglent-sds-mcp

Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, configure acquisition, capture waveforms, and analyze signal quality safely through high-level SCPI tools.

CNKI MCP Server

Enables AI agents to search and retrieve academic papers from China National Knowledge Infrastructure (CNKI), supporting various search types including subject, keyword, author, and DOI lookups.

ShowDoc2MD

Enables reading and exporting password-protected ShowDoc projects as Markdown through MCP tools, including probing access, listing pages, reading individual pages, full project export, and file export.

Vectorworks MCP Codex Plugin

Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows via natural language commands through Codex.

Proxycurl MCP Server

A Node.js-based Model Context Protocol server that exposes Proxycurl's LinkedIn data API, allowing MCP-compatible clients to access LinkedIn profile data, company information, and search for employees.

rag-mcp-server

A RAG MCP server that enables retrieval-augmented question answering over PyTorch documentation, with hybrid search (FAISS+Chroma, BM25) and source-cited responses from DeepSeek.

TaskMarket MCP Server

Provides read-only MCP tools for TaskMarket, enabling users to list open tasks, inspect task details, and prepare delegation drafts with approval fingerprints.

pixelle-mcp-Image-generation

The AIGC solution based on the MCP protocol seamlessly transforms the ComfyUI workflow into an MCP Tool with zero code, enabling LLMS and ComfyUI to join forces and focus on image generation tasks. qwen-image, flux, and FLUx-KREA can be used for image generation.

mcp-feed-reader-crunchtools

Secure MCP server for RSS/Atom feed reading with SQLite backend. Enables feed management, entry search, and OPML import/export.

PrintSmith MCP Server

Connects Claude to PrintSmith Vision for read-only AI-assisted print shop management. It enables users to query customer data, production job statuses, and financial summaries through natural language.

Markster MCP Server

A comprehensive business management suite that integrates CRM, sales intelligence, and financial modeling tools directly into AI workspaces via 32 specialized tools. It enables users to analyze sales pipelines, simulate pricing impacts with interactive UI components, and execute cross-platform business tasks through natural language.

ZVV-MCP

An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.

verifiable-memory

Memory for AI agents that can't hallucinate — answers only from stored facts with a citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle proofs, deterministic. MCP server, CPU-only, zero dependencies.

db-mcp

MCP server for HighGo and MySQL databases, providing tools for querying, executing DDL, listing tables, and inspecting table structures.

Luzia MCP Server

Provides real-time cryptocurrency pricing data and market information from major exchanges like Binance, Coinbase, and Kraken via the Luzia API. It enables AI assistants to fetch ticker prices, compare exchange rates, and analyze market trends through specialized tools and prompts.

Spring AI MCP Weather Server

Exposes tools for retrieving weather forecasts and alerts using the National Weather Service API.

uuid-generator

Enables AI agents to generate UUID v4, v7, ULID, or nanoid identifiers on demand, including batch requests up to 100, via x402 micropayments without API keys.

WeChat Mini Program Dev MCP

Enables AI assistants to automate WeChat Developer Tools for mini programs, allowing navigation, inspection, and manipulation of pages and components through the miniprogram-automator API.

Bluesky Social MCP

Bluesky Social MCP

Authenticated Next.js MCP Server

Enables secure MCP server functionality with Clerk authentication and user-specific API key management. Provides Next.js documentation tools through protected endpoints with multiple authentication methods including OAuth 2.1 with PKCE.

garmin-mcp

Self-hosted MCP server that exposes 90+ Garmin Connect tools to Claude and includes a live triathlon dashboard.

Google Tag Manager MCP Server

Enables interaction with Google Tag Manager through its API with built-in Google OAuth authentication. Allows managing GTM containers, tags, triggers, and variables through natural language.

ac-infinity-mcp

Control and monitor your AC Infinity grow environment through Claude and any MCP-compatible AI assistant. It provides live sensor data, analytics, and the ability to adjust fan speeds or port states using natural language.

DorkFiMCP

Enables interaction with the DorkFi lending protocol on Voi and Algorand, supporting market queries, user positions, liquidation scanning, TVL analytics, and transaction preparation.

DataFood

DataFood is a remote MCP server that gives AI agents one-call access to 16 cross-niche data sources — crypto, DeFi, security, weather, news, finance, web3 — through a single Streamable-HTTP endpoint.

Bitcompare MCP Server

The official crypto yield data MCP server: native Claude access to live and historical crypto lending, savings, staking, borrowing, stablecoin, price, coin metadata, and market data.

Polygon-io MCP Server

Polygon-io MCP Server