Discover Awesome MCP Servers

wizzy-mcp-tmdb

A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.

zikra

Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. Team memory for AI agents with multi-user roles, multi-project namespacing, and hybrid vector + keyword search. No cloud required.

Swagger MCP

Loads and queries OpenAPI/Swagger documents, providing tools to list APIs, get details, search endpoints, and manage schemas for efficient API exploration.

tartarus-mcp

A local-first MCP memory server providing persistent, searchable memory for AI agents, powered by SQLite.

openapi-mcp

Automatically generates MCP server tools from OpenAPI specifications, enabling LLMs to interact with any API defined by an OpenAPI spec through natural language.

post-plan

Enables publishing and unpublishing model-authored HTML plans through a dependency-free MCP server with publish_plan and unpublish_plan tools.

Akamai Traffic MCP

Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.

Claude MCP Server Ecosystem

A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.

Gmail MCP Server

Read-only MCP server for Gmail that enables searching threads, reading messages, and listing labels without any write access.

Stock Research Data Foundation MCP Server

Provides 11 tools for stock research, including search, market history, financial statements, announcements, and data quality checks, with a local-first architecture using DuckDB and Parquet.

ecl_mcp

Provides AI agents with access to the European Commission's Component Library documentation and code examples, enabling full-text search and recipe retrieval.

Gramps MCP

Enables AI assistants to interact with Gramps genealogy databases for intelligent family tree research and management. Provides comprehensive tools for searching family data, creating records, analyzing relationships, and tracking genealogy research through natural language.

Logstash MCP Server

A Model Context Protocol server that provides comprehensive tools for monitoring and identifying performance bottlenecks in Logstash instances through an interactive web UI and JSON-RPC interface.

notification-mcp

An MCP server that lets AI assistants send spoken audio notifications using high-quality AI voices, so you don't have to stare at the screen waiting for long tasks to finish.

AnalyticDB for MySQL MCP Server

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MCP Gemini Server

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Optimization MCP

Provides nine specialized production-ready solvers for advanced resource allocation, network flow, and multi-objective optimization with native Monte Carlo integration. It enables users to perform constraint-based decision-making and performance analysis directly through Claude Code.

OpenWebGAL Assistant

MCP server that automates WebGAL game development tasks such as resource management, script editing, documentation lookup, and AI-powered voice generation using LLMs.

SCALE API Helper MCP

Enables secure VM lifecycle management on SCALE HyperCore clusters, including snapshot, clone, export, and state changes, through a Bearer-authenticated FastAPI proxy and MCP tools.

memos-mcp-server

Enables AI assistants to create, read, update, delete, and list memos via the MCP protocol.

BloodHound-MCP

BloodHound-MCP-AI là một tích hợp kết nối BloodHound với AI thông qua Giao thức Bối cảnh Mô hình (Model Context Protocol), cho phép các chuyên gia bảo mật phân tích các đường tấn công Active Directory bằng ngôn ngữ tự nhiên thay vì các truy vấn Cypher phức tạp.

ReasonForge

Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.

weather-mcp

Returns the current and recent weather data using city name or pincode(india). Using tomorrow.io api

MCP WebSocket Server

A WebSocket-based MCP server that enables mail operations including retrieval, search, and statistics for email addresses. Can be deployed on Render.com or run locally.

lcm2m-caddis-mcp

Enables read-only access to LCM2M Caddis VM2M API for equipment, runs, telemetry, alarms, etc., via MCP tools.

Oakland Open Data MCP

Enables searching the Oakland Open Data catalog and querying datasets with Socrata SoQL. Provides access to metadata and rows from over 1000 live data sources via Pipeworx.

kintone MCP Server

Official MCP server for kintone, enabling AI assistants to manage kintone apps, records, and settings through natural language.

Black-Scholes MCP Server

Enables calculation of European option prices and Greeks (like Delta, Vega, Theta) using the Black-Scholes model through a Model Context Protocol implementation.

Google Images Search MCP

MCP server for searching images with Google

MCP Server Boilerplate

A TypeScript template for building Model Context Protocol servers with example tools, type-safe validation, and best practices for integrating custom functionality with AI assistants like Cursor and Claude.