Discover Awesome MCP Servers

abstract-backend-mcp

Reusable MCP server for Python backend development with FastAPI, MongoDB, and Stackraise support.

RefineDataMCP

Provides data preparation, anonymization, and processing tools for AI agents, handling big data with Polars and DuckDB.

AGI MCP Server

Enables persistent memory for AI systems by providing tools for episodic, semantic, and procedural data storage through a vector-and-graph-enhanced database. It allows models to maintain long-term continuity using similarity search, thematic clustering, and identity tracking.

Webhound MCP

Webhound is a research engine with an explicit effort control: a prompt defines the investigation and a dollar budget defines how much work it deserves. It returns cited reports or sourced datasets with the working documents, claims, sources, limitations, and evidence pack behind the answer.

mcp-drawio-server

Turns relational schemas into editable entity-relationship diagrams in draw.io, supporting live databases, SQL DDL, YAML/JSON specs, and existing .drawio files, with tools for managing tables, columns, and relations.

anwb-mcp

MCP server for ANWB traffic information, route planning, and location search in the Netherlands. Provides real-time traffic incidents, route calculation with turn-by-turn directions, and location search via natural language.

Repository Intelligence Engine

Enables querying a TypeScript repository's structure (symbols, imports/exports, references) through direct queries, avoiding repetitive grep operations.

Vision MCP

Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

reapfield

Extracts structured JSON from any URL using plain-language field specs, with caching and LLM-based selector discovery. Exposes scrape, list_cached_selectors, and refresh_selectors tools over stdio, and blocks private addresses for safety.

starReport

Monitors and analyzes GitHub repository activity (stars, commits, issues) with automated reporting. Supports AI-powered trend analysis and automatic notifications to Feishu (Lark) messaging platform.

Google Tools MCP Server

Enables AI agents to interact with Google Workspace services (Gmail, Drive, Docs, Tasks, Calendar) through OAuth 2.0 authentication, providing 25+ operations for business automation and productivity.

iterm2-agent

MCP server for controlling iTerm2 terminal sessions, enabling screen reading, command execution, keystroke sending, and session management through natural language.

TouchBridge

TouchBridge is a local-first MCP server for iOS simulators and physical devices, enabling AI to see, control, test, and redesign iPhone screens through a structured screenshot bridge and tool surface.

odoo-mcp-pro

AI connector for Odoo ERP that lets you search, create, update, and manage records using natural language via MCP.

MCP Authentication Demo

A template for building MCP servers with optional per-tool authentication using WorkOS AuthKit and Vercel MCP adapter.

mcp-pyatv

MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, offering 32 tools for playback, navigation, volume, apps, and more.

Resend MCP Server

Enables sending emails and managing email delivery through Resend's API, allowing users to compose and send emails using natural language.

genconfigenvserver

Generates security config files from environment variables and remote Firebase configuration.

MCP for Sitecore Developers

A minimal MCP server demonstrating tools, resources, and prompts for Sitecore CDP personalization scenarios, with mock data.

mcp-server-rt

Connects AI assistants to a Request Tracker (RT) instance, enabling natural language ticket search, creation, updates, and queue management via the MCP protocol.

Turbovec MCP Server

Provides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.

Eventbrite MCP Server

This is a Model Context Protocol (MCP) server that provides tools for interacting with the Eventbrite API. It allows AI assistants to search for events, get event details, retrieve venue information, and more.

Mindway MCP Server

Provides a read-only context gateway for the Mindway operating protocol, enabling AI clients to load startup context, search public guidelines, and retrieve protocol documentation safely with path traversal protection.

fuzzmind-frida-mcp

A Frida MCP server for authorized dynamic analysis and application security research, exposing device/session management, script injection, process and memory inspection, and platform-specific workflows.

Fastmail MCP Server

Enables AI assistants to interact with Fastmail services, providing tools for comprehensive email management, contact searching, and calendar event coordination via the JMAP API. It supports advanced features like threaded conversations, attachment handling, and bulk mailbox operations through natural language.

diagrams-mcp

Enables automatic generation of UML class diagrams and entity-relationship diagrams from natural language descriptions or structured JSON data. It integrates with MCP agents to create visual representations of code structures and system designs without manual Mermaid coding.

tibet-phantom-mcp

MCP server for Phantom Resume that enables cross-device AI session portability with TIBET provenance, allowing users to seal an AI session on one device and resume it on another.

GPT OpenMemory MCP Server

Enables ChatGPT Desktop to save and manage conversation memories locally in SQLite, providing memory search, summarization, and markdown export capabilities to replace the built-in memory feature when in developer mode.

github-rag-mcp

Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.