Discover Awesome MCP Servers

Next.js MCP Server Example

A sample implementation of Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create custom AI agent backends with tools, prompts, and resources.

MCP_RCC_SP

Enables interaction with FileMaker databases via the Model Context Protocol, providing dynamic script discovery, full CRUD operations, and OData query capabilities with flexible authentication.

Excel MCP Server

Enables reading and writing MS Excel data, including values, formulas, sheets, tables, and cell formatting, with optional screen capture on Windows.

Image Analyzer MCP Server

Enables local image analysis using Ollama AI models with complete privacy protection. Supports image content analysis, OCR text extraction, UI design analysis, and batch processing without requiring API keys or uploading data.

Intervals.icu MCP Server

Enables interaction with Intervals.icu data, including activities, wellness, and calendar events, via natural language.

whistle-mcp

Whistle MCP Server 是一个基于模型上下文协议 (MCP) 协议的 Whistle 代理管理工具，它使 AI 助手能够直接操作和控制本地 Whistle 代理服务器。 通过此工具，AI 可以帮助用户管理规则、群组、值，监控网络请求以及重放请求。

Code Sandbox MCP Server

A secure Model Context Protocol server that allows AI assistants and LLM applications to safely execute Python and JavaScript code snippets in containerized environments.

airsup

Enables ChatGPT instances to exchange messages asynchronously through a Supabase-backed queue, with tools for identity, live chat, and scheduled worker coordination.

ReserveOracle

Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evidence payloads, 80+ RWA token profiles (PAXG, XAUT, BlackRock BUIDL) with issuer LEI, custody, MiCA Art.36 context, and real cryptographic signatures.

Airtable MCP Server

Enables interaction with Airtable bases and tables, allowing schema inspection and record CRUD operations using DAuth authentication.

Mevzuat MCP

Provides programmatic access to Turkey's Ministry of Justice Legislation Information System (mevzuat.gov.tr), enabling users to search legislation, retrieve article hierarchies, and fetch article contents in Markdown format through natural language.

document-converter

Converts PDFs, Office files, spreadsheets, emails, audio, and more to Markdown locally, enabling AI assistants to read and process them without cloud upload.

garmin-mcp

Privacy-focused Garmin Connect MCP server for triathlon training, enabling analysis of health metrics, activities, training load, and structured workout creation.

AWS MCP Server

A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.

Research Paper Agent

A remote MCP server for searching arXiv papers, extracting paper details, and generating structured prompts for LLM agents.

CorpusGate

Enables AI tools to securely search and retrieve relevant, source-attributed chunks from private local documents via MCP, without sending document content to third-party services.

Desktop Pilot MCP

Enables high-speed native macOS automation for Claude by interacting directly with the Accessibility API, AppleScript, and UI trees instead of using screenshots. It allows users to read app states, click elements, and type text semantically across any macOS application.

99Pay MCP

Connects 99Pay accounts to AI assistants via Open Finance Brazil, enabling natural language queries about balances, statements, card bills, and investments in read-only mode.

Midplane

SQL guardrails for AI agents, sitting between the agent and Postgres to enforce policies, block destructive queries, and audit all access.

handoff-mcp

A dependency-free stdio MCP server that enables coding agents to persist and restore project task state, memory, decisions, and next steps across sessions using the .handoff contract.

strato-mail-mcp

Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail accounts, including folder navigation, attachment handling, and draft management.

waymark

MCP server exposing a codebase's OKF knowledge bundle to Claude Code with three schema-enforced query tools: list_concepts, read_concept, and find_concept_by_resource.

CheckMyLaunch MCP server

Enables AI coding tools to run CheckMyLaunch scans on GitHub repos or live URLs and retrieve findings and repair prompts directly within the chat.

app.wishpool/saudi-arabia-payments-mcp

Enables AI agents to accept payments in Saudi Arabia through Tap Payments, supporting mada, Apple Pay, cards, and STC Pay via hosted checkout links.

Google OCR

这是一个服务器实现，用于使用 Google Cloud Vision API 执行光学字符识别 (OCR)。它构建于 FastMCP 框架之上，该框架允许创建模块化和可扩展的命令处理工具。

MapGO MCP

Provides geospatial tools for AI assistants to determine location hierarchy, border distance, coastline distance, and point-to-point distance using MapGO.

PagBank MCP

Connects PagBank accounts to AI assistants via Open Finance Brasil, enabling natural language queries about balances, statements, credit card bills, and investments. Read-only and regulated by the Central Bank.

blender-ai-mcp

Enables AI assistants to control Blender 3D modeling software through a stable, goal-oriented tool API for safer and more reliable 3D scene manipulation.

truqu-mcp

Enables querying and managing Truqu goals, feedback, and reflections by loading exported JSON data and providing tools to filter and retrieve them.

redshift-utils-mcp

redshift-utils-mcp