MCP Servers Directory — Page 274

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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🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

54,594 published · page 274 of 910

FAQai

Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

Vector Search & RAG

Fara

FARA (Foreign Agents Registration Act) MCP.

Other IntegrationsRemote

Fare Deals

Cheap flights from any city, to one place or anywhere, with the cheapest days to fly.

Other IntegrationsRemote

FareDice

Cheap multi-country trips in Europe and Southeast Asia from recent non-stop fares

Other IntegrationsRemote

FareEagle Travel

Flights, hotels, buses and holiday packages in India at live fares, plus visa help; pay on fareeagle

Travel & HospitalityRemote

Farmacia Santa Croce

Servizi, giornate speciali e prenotazioni della Farmacia Santa Croce.

Other IntegrationsRemote

FarmHash128 hex length, input discarded

FarmHash128 hex length, input discarded

Other IntegrationsRemote

FarmHash64 hex length, input discarded

FarmHash64 hex length, input discarded

Other IntegrationsRemote

FarmHash hex length, input discarded

FarmHash hex length, input discarded

Other IntegrationsRemote

FarmNeural Public API

Public, read-only MCP server for FarmNeural company facts, packages, and capabilities.

Other IntegrationsRemote

Faro

Verify URLs, payees, and messages before acting: red/yellow/green trust verdicts for agents.

Other IntegrationsRemote

FAR Oracle

Search Federal Acquisition Regulations (FAR) for government contracting.

Legal & Compliance

Farpy

FARPY accepts bounded GPU workloads, executes them asynchronously, delivers completed artifacts, and issues verifiable execution receipts.

Other IntegrationsRemote

farshid-mcp-imageProcessing

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…

Developer Tools

Fas

FAS MCP — USDA Foreign Agricultural Service (trade & global production data)

Other IntegrationsRemote

Fascia-mcp-server

Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP

Other Integrations

Fashion-shopping

AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & discounts

Other Integrations

FastAF

Web data tools for AI agents: pages as markdown, search, maps, commerce, jobs, AI answers.

Payments & CommerceRemote

Fastalert

# FastAlert MCP Server Official Model Context Protocol (MCP) server for [FastAlert](https://fastalert.now). This server allows AI agents (like

CommunicationRemoteGo

Fastapi-auth-token-jwt-service

FastAPI Auth Token JWT Service

Other IntegrationsRemote

Fastapi-auth-token-service

FastAPI Auth Token Service

Other IntegrationsRemote

fastapi-mcp

A zero-configuration tool for automatically exposing FastAPI endpoints as Model Context Protocol (MCP) tools.

Developer Tools

FastAPI MCP SSE

A working example to create a FastAPI server with SSE-based MCP support

Developer ToolsPython

🚀 FastAPI MCP 服务器

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。

Other Integrations

FastAPI NCM Attributes Tool

This application provides a FastAPI-based API for retrieving information about NCM (Nomenclatura Comum do Mercosul) codes and their associated attributes.

Other Integrations

Fastapi With MCP

A FastAPI application integrated with Model Context Protocol (MCP) for mathematical operations and tool registration examples. This project

Developer ToolsPython

FastballAPI

MLB since 2015 plus college: pitches, plate appearances, box scores, odds by book. REST and MCP.

Other IntegrationsRemote

fastballapi-mcp

Website: https://fastballapi.com · Docs: https://fastballapi.com/docs · Get a key: https://fastballapi.com/signup

Other IntegrationsRemote

Fastbcp

MCP server for FastBCP — high-performance parallel database export to files and cloud

DatabasesPython

Fastclaw

Multi-Agent Framework

Cloud & DevOpsRemoteGo

Fastcrawl

Cloud scraping & crawling API for AI agents. Turn any URL into clean, LLM-ready markdown.

Search & Web ScrapingRemote

FastCRW

Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.

Search & Web ScrapingRemote

Fastdomaincheck

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.

Other Integrations

FastDomainCheck

A Model Context Protocol implementation for checking domain name registration status in bulk.

Developer ToolsPython

Fastdrop

Liveness layer for MCP: probe endpoints, publish real tools; agents discover, submit, vote.

Other IntegrationsRemote

Faster Fixes

The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.

Browser Automation

Fast Fibre: fiber internet check

Check if fiber internet reaches a home in Hinesville & Midway, GA, and request a specialist's call.

Other IntegrationsRemote

Fast Filesystem MCP

Fast Filesystem MCP Server - Advanced file operations with Auto-Chunking, Sequential Reading, complex file operations (copy, move, delete, batch

File Systems & Storage

FastGPU

Compare live GPU cloud rental prices and match workloads to the cheapest provider.

Real Estate & PropertyRemote

Fast GST Refund

Prepare Indian GST refund records, validate entries and generate Statement 3 and Annexure B JSON.

Other IntegrationsRemote

Fastify

app.register(streamableHttp, { // Set to `true` if you want a stateful server stateful: false, mcpEndpoint: "/mcp", sessions: new

Developer ToolsTypeScript

Fast Insight

AI-moderated voice and video interviews with a real consumer panel in 56 countries.

Other IntegrationsRemote

Fast Intercom MCP

High-performance Model Context Protocol (MCP) server for Intercom conversation analytics. Provides fast, local access to Intercom conversations

Analytics & ReportingPython

FastIntercomMCP

High-performance Model Context Protocol (MCP) server for Intercom conversation analytics. Provides fast, local access to Intercom conversations

Analytics & ReportingPython

Fastio

Give every project one workspace for its files, its team, and its AI agents.

Other IntegrationsRemote

Fastio Cli

A command-line interface for the [Fast.io](https://fast.io) cloud storage platform. Built in Rust for speed, reliability, and cross-platform support.

File Systems & Storage

Fast LLM & Agents & MCPs

This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit

Cloud & DevOpsPython

Fastly

A Pulumi package for creating and managing fastly cloud resources.. Based on terraform-provider-fastly: version v4

Cloud & DevOpsPython

fastlymcp

Fastly MCP brings the power of Fastly's API directly to your AI assistants through the Model Context Protocol (MCP).

Other Integrations

FastlyMCP

A Model Context Protocol server for the Fastly NGWAF API.

Developer Tools

Fastly MCP Server

The Fastly MCP server lets MCP clients work with the Fastly API.

Other Integrations

Fastmail

🚀 Professional MCP Server for Fastmail email management using JMAP API - Integrates seamlessly with Claude Desktop and other AI assistants

CommunicationTypeScript

fastmail-mcp

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.

Communication

FastMailMCP

A Model Context Protocol (MCP) server for integrating with FastMail's JMAP API. This server provides tools for reading emails, searching, managing

CommunicationPython

fastmail-mcp-server

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…

Communication

Fastmcp

An MCP server that provides [describe what your server does]

Developer Tools

Fastmcp

A TypeScript framework for building MCP servers.

Developer ToolsRemotePython

Fast MCP

<h3>Connect AI models to your Ruby applications with ease</h3> No complex protocols, no integration headaches, no compatibility issues – just

AI & ML ServicesGo

FastMCP

A TypeScript framework for building MCP servers.

Developer ToolsPython

Fastmcp4j

@McpTool(description = "Summarize text") public String summarize(@McpParam(description = "Text") String text) { return "Summary: " +

Developer Tools