Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.
FARA (Foreign Agents Registration Act) MCP.
Cheap flights from any city, to one place or anywhere, with the cheapest days to fly.
Cheap multi-country trips in Europe and Southeast Asia from recent non-stop fares
Flights, hotels, buses and holiday packages in India at live fares, plus visa help; pay on fareeagle
Servizi, giornate speciali e prenotazioni della Farmacia Santa Croce.
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Public, read-only MCP server for FarmNeural company facts, packages, and capabilities.
Verify URLs, payees, and messages before acting: red/yellow/green trust verdicts for agents.
Search Federal Acquisition Regulations (FAR) for government contracting.
FARPY accepts bounded GPU workloads, executes them asynchronously, delivers completed artifacts, and issues verifiable execution receipts.
A comprehensive OpenCV image-processing MCP server for VS Code Copilot Agent Mode (or any MCP client). Exposes ~40 tools across webcam capture, image I/O, transforms, color, filtering, edges…
FAS MCP — USDA Foreign Agricultural Service (trade & global production data)
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & discounts
Web data tools for AI agents: pages as markdown, search, maps, commerce, jobs, AI answers.
# FastAlert MCP Server Official Model Context Protocol (MCP) server for [FastAlert](https://fastalert.now). This server allows AI agents (like
FastAPI Auth Token JWT Service
FastAPI Auth Token Service
A zero-configuration tool for automatically exposing FastAPI endpoints as Model Context Protocol (MCP) tools.
A working example to create a FastAPI server with SSE-based MCP support
FastAPI MCP服务器是一个专为大型语言模型设计的Model Context Protocol (MCP) 集成应用,基于FastAPI框架开发,提供高性能的服务器端事件(SSE)通信、智能工具注册和完善的会话管理功能。
This application provides a FastAPI-based API for retrieving information about NCM (Nomenclatura Comum do Mercosul) codes and their associated attributes.
A FastAPI application integrated with Model Context Protocol (MCP) for mathematical operations and tool registration examples. This project
MLB since 2015 plus college: pitches, plate appearances, box scores, odds by book. REST and MCP.
Website: https://fastballapi.com · Docs: https://fastballapi.com/docs · Get a key: https://fastballapi.com/signup
MCP server for FastBCP — high-performance parallel database export to files and cloud
Multi-Agent Framework
Cloud scraping & crawling API for AI agents. Turn any URL into clean, LLM-ready markdown.
Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
This is a domain availability check server implemented using Python and the Model Context Protocol (MCP). It provides MCP Tools to check if single or multiple domain names are already registered.
A Model Context Protocol implementation for checking domain name registration status in bulk.
Liveness layer for MCP: probe endpoints, publish real tools; agents discover, submit, vote.
The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.
Check if fiber internet reaches a home in Hinesville & Midway, GA, and request a specialist's call.
Fast Filesystem MCP Server - Advanced file operations with Auto-Chunking, Sequential Reading, complex file operations (copy, move, delete, batch
Compare live GPU cloud rental prices and match workloads to the cheapest provider.
Prepare Indian GST refund records, validate entries and generate Statement 3 and Annexure B JSON.
app.register(streamableHttp, { // Set to `true` if you want a stateful server stateful: false, mcpEndpoint: "/mcp", sessions: new
AI-moderated voice and video interviews with a real consumer panel in 56 countries.
High-performance Model Context Protocol (MCP) server for Intercom conversation analytics. Provides fast, local access to Intercom conversations
High-performance Model Context Protocol (MCP) server for Intercom conversation analytics. Provides fast, local access to Intercom conversations
Give every project one workspace for its files, its team, and its AI agents.
A command-line interface for the [Fast.io](https://fast.io) cloud storage platform. Built in Rust for speed, reliability, and cross-platform support.
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit
A Pulumi package for creating and managing fastly cloud resources.. Based on terraform-provider-fastly: version v4
Fastly MCP brings the power of Fastly's API directly to your AI assistants through the Model Context Protocol (MCP).
A Model Context Protocol server for the Fastly NGWAF API.
The Fastly MCP server lets MCP clients work with the Fastly API.
🚀 Professional MCP Server for Fastmail email management using JMAP API - Integrates seamlessly with Claude Desktop and other AI assistants
An unofficial Model Context Protocol (MCP) server that provides access to the Fastmail API, enabling AI assistants to interact with email, contacts, and calendar data.
A Model Context Protocol (MCP) server for integrating with FastMail's JMAP API. This server provides tools for reading emails, searching, managing
A Model Context Protocol (MCP) server for Fastmail. Enables any MCP-compatible AI assistant to read, search, send, and manage emails, calendars, and contacts in a Fastmail account via the JMAP…
An MCP server that provides [describe what your server does]
A TypeScript framework for building MCP servers.
<h3>Connect AI models to your Ruby applications with ease</h3> No complex protocols, no integration headaches, no compatibility issues – just
A TypeScript framework for building MCP servers.
@McpTool(description = "Summarize text") public String summarize(@McpParam(description = "Text") String text) { return "Summary: " +