Discover Awesome MCP Servers

video-material-db

Enables AI assistants to search and retrieve structured video material, including dialogue, jokes, story structure, and video details through natural language queries.

Beelzebub MCP Honeypot

Description: Introduce Beelzebub, an MCP‑based honeypot framework that enables creating decoy tools to detect prompt injection and malicious agent behavior. Motivation: Strengthen the security of LLM workflows by adding a non‑intrusive detection mechanism.

nougat-mcp

Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output format control and settings for agent workflows.

Google Forms MCP

MCP server for reading, editing, and publishing Google Forms with the official Google Forms API. Enables AI agents to programmatically create, modify, and manage forms and responses.

redmine-local-mcp

A local STDIO server that exposes Redmine REST API as MCP tools, allowing MCP clients to browse Redmine projects and tickets.

phonelink-mcp-server

MCP server that interacts with the Phone Link Windows app via UI Automation to read messages, calls, notifications, and photos, and perform actions like sending SMS and making calls.

Dummy MCP Server (Contabo + Hetzner)

A demonstration MCP server that simulates server management actions for Contabo and Hetzner using FastAPI. It provides a mock environment for testing request routing and provider-based service modules without requiring live API credentials.

mcp-hotel-booking-agent

A hotel booking assistant that exposes hotel search and booking tools via MCP, with a Streamlit chat client driving an agent loop using Claude.

Oracle MCP

Provides AI assistants with secure, structured access to Oracle Database through MCP, enabling SQL execution, metadata exploration, and stored procedure execution.

MCP Google Trends Server

Provides access to Google Trends search interest data with backtesting support, allowing retrieval of historical 30-day trend windows ending at specified cutoff dates for forecasting applications without future information leakage.

wpostgresql-mcp

Enables AI agents to architect and scaffold high-performance PostgreSQL-backed systems using the wpostgresql library, with tools for pattern search, connection validation, and project generation.

lumen-mcp

Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, supporting keyless SQL and charting or keyed agentic data analysis.

trails-mcp

Enables searching outdoor trails by name or place, retrieving route details, elevation profiles, and optional weather forecasts via Windy.

cometapi

All AI Models in One API 500+ AI Models： https://www.cometapi.com/

Zoom MCP Server

一个人工智能辅助的服务器，可以在 Zoom 会议中实现约会功能。设置需要 Zoom API 凭证（客户端 ID、客户端密钥、账户 ID）。

Norma MCP Server

Deterministic AI code review with audit records, providing stack-specific rulesets and governance for coding agents.

vscode-mcp-server

vscode-mcp-server

Postman MCP Generator

An MCP server generated from Postman API requests, enabling natural language interaction with Postman collections via MCP-compatible clients like Claude.

OpenAPI Directory MCP Server

Provides access to the APIs.guru directory of 3,000+ OpenAPI specs and supports custom spec import, enabling API discovery, analysis, and integration via natural language.

Pipeworx

Live data gateway for AI agents. 261 data sources, 961 tools — SEC filings, FDA adverse events, trade flows, mortgage rates, clinical trials, government contracts. Ask questions in plain English with ask_pipeworx.

DrissionPageMCP

Provides browser automation via DrissionPage and FastMCP, enabling AI to control Chrome browsers for tasks like page navigation, element interaction, JavaScript execution, and network monitoring.

@intempt/mcp-server

MCP server for Intempt GrowthOS — AI content generation, brand management, knowledge base, and user/account lookup through natural language.

mcp-moodle

Enables AI assistants to interact with Moodle via web services, allowing tasks like listing courses, assignments, events, and downloading files.

A2UI MCP Server

Enables Claude Code to generate and preview rich user interfaces via the A2UI protocol, using declarative JSON components and real-time WebSocket updates.

advanced-circleci-mcp-server

A CircleCI MCP server specialized in config review, providing tools for fetching actual configs, validating changes, and analyzing workflow bottlenecks, health, and DAG dependencies.

PayRam MCP Server

Enables AI agents to deploy and operate a self-hosted, no-signup crypto payment gateway with multi-chain support, card-to-crypto checkout, and MCP tools for payment links and integration snippets.

mcp-digitalnz

Enables searching and retrieving records from the DigitalNZ collection, with tools for keyword search and fetching full item details.

sftp-helper

Provides SFTP file operations (upload, download, check existence, create directories) via MCP tools.

distillory

Local-first memory engine that synthesizes entity profiles at ingestion. Enables persistent, reasoning memory for AI agents via MCP tools like add, search, and profile.

Criteo MCP Server

MCP server that enables AI agents (Claude Code) to manage Criteo campaigns, ad sets, creatives, audiences, and reports via natural language.