Discover Awesome MCP Servers

Pokémon Alive

An AI-powered Gen 1 text RPG MCP server that transforms Pokémon into sentient companions with persistent memory and unique personality traits. It enables users to explore Kanto, engage in authentic battles, and develop deep emotional bonds with their Pokémon through natural language interaction.

readme-updater-mcp

MCP server to update README.md using Ollama for conflict analysis.

MCP Server NestJS

A robust server-side application that implements Model Context Protocol (MCP) for file operations, providing authentication and modular REST APIs for managing files, users, and posts.

RedPanal MCP Server

Enables interaction with the RedPanal audio platform to list, detail, download, and upload audio files.

Mcp Autotest

Utility for autotesting MCP servers

PocketBase MCP Server

A comprehensive server that enables advanced database operations with PocketBase, providing tools for collection management, record operations, user management, and database administration through the Model Context Protocol.

Riza MCP Server

An MCP server that wraps the Riza Code Interpreter API and presents endpoints as individual tools.

Google Workspace MCP Server

Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets, Calendar, Docs, Forms, and Chat through a single interface, enabling email management, file operations, spreadsheet editing, event scheduling, and more via natural language.

Appwrite MCP

Enables AI agents to fully automate Appwrite backend operations with 143 tools covering databases, users, storage, functions, messaging, and more. Supports advanced features like GeoJSON attributes, file uploads, function deployment, and bulk operations.

protocols-io-mcp-server

A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

DocAPI MCP

DocAPI is an MCP server that lets AI agents generate PDFs, capture webpage screenshots, and render invoices or documents from HTML templates or structured data, no browser required.

chronicle-mcp

Indexes and searches agent conversation logs from Antigravity and Cursor workspaces, enabling semantic search, token analysis, and benchmarking over local SQLite storage.

gdb-cli

A GDB debugging tool designed for AI Agents (Claude Code, etc.)

Example MCP Server with FastMCP

An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

iFlytek SparkAgent MCP Server

Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.

Tushare MCP Server

A server based on Model Context Protocol that enables AI assistants to query and search for stock information using the Tushare API.

KMB Bus MCP Server

A Model Context Protocol server that provides real-time access to Hong Kong's KMB and Long Win Bus route information and arrival times, enabling Language Models to answer user questions about bus routes, stops, and ETAs.

ContextCore MCP

A personal AI assistant that connects git history, Gmail, Google Calendar, and Google Drive into an intelligent daily briefing via function calling and MCP.

mcp-qdrant-docs MCP Server

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

Confluence Universal MCP Server

Enables interaction with Confluence through a unified API using the Model Context Protocol, providing tools for managing Confluence content and services.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

Gamito

Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plans, shopping lists, and meal swaps using a fully local deterministic engine.

Web Analysis MCP

Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

Vision MCP Server

Enables screenshot capture and visual analysis using cloud or local vision models, with tools to describe screens, list windows, and analyze images.

lucid-mcp-server

MCP server for Lucid App integration that enables AI-powered analysis and management of Lucid diagrams.

FastAPI SSE MCP Random

A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.

Ad Library MCP

Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.

vSphere-MCP-Pro

Enables secure management of VMware vCenter 8.0+ environments through controlled operations including VM lifecycle management, snapshots, and resource discovery with built-in RBAC authorization, audit logging, and rate limiting.

TimeMCP

Golang MCP server to replace modelcontextprotocol/time MCP server

MCP Leave Management

Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes.