Discover Awesome MCP Servers

ThinkingCap

Multi-agent research server that runs multiple LLM providers in parallel with web search capabilities, synthesizing their responses into comprehensive answers for complex queries.

OECD-Search

A model Context Protocol (MCP) server that provides comprehensive OECD statistics through the SDMX API, supporting AI assistants and chatbots to query OECD datasets in areas such as economy, health, education, and environment.

NPM Package Docs MCP

Fetches up-to-date documentation for any npm package directly in your IDE by retrieving README files from GitHub repositories or package tarballs. Provides real-time access to current package documentation and API information.

Tree Analyzer MCP Server

Analyzes genealogy trees to detect errors, duplicates, and timeline inconsistencies while identifying missing source citations. It generates detailed audit reports and prioritized research leads to help users maintain accurate and well-documented family histories.

GeoGuessr MCP Server

Enables analysis of GeoGuessr game statistics, performance tracking, and strategy recommendations with automatic API monitoring and multi-user support. Features dynamic schema adaptation to handle GeoGuessr API changes automatically.

Meilisearch MCP Server

AIアシスタントがModel Context Protocolを介してMeilisearchと連携できるようにし、標準化されたインターフェースを通じて包括的なインデックス、ドキュメント、および検索管理を可能にします。

PocGenius

Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vulnerability information, with built-in safety features to prevent harmful payloads and ensure secure security testing.

SUMO-MCP Server

Connects LLMs to Eclipse SUMO traffic simulation, enabling AI agents to automate traffic network generation, demand modeling, signal optimization, simulation execution, and real-time TraCI control through natural language.

Ensembl MCP Server

A comprehensive Model Context Protocol (MCP) server that provides access to the Ensembl REST API for genomic data, comparative genomics, and biological annotations.

EVE Online OSINT MCP Server

An MCP (Model Context Protocol) server that provides OSINT (Open Source Intelligence) capabilities for EVE Online using multiple APIs including ESI, EveWho, and zKillboard. This server allows AI assistants to gather comprehensive intelligence on EVE Online characters, corporations, and alliances by

example-mcp-server-stdio

example-mcp-server-stdio

MongoDB MCP Server

Enables interaction with MongoDB databases and MongoDB Atlas for querying data and managing clusters via the Model Context Protocol. It supports both local and cloud-based deployments using connection strings or Atlas API credentials.

Proofly MCP Integration

An MCP server that provides deepfake detection capabilities, allowing clients to analyze images for authenticity via Proofly's API.

mcp-glama-demo

mcp-glama-demo

imscc-mcp

An MCP server that enables the creation of Canvas Common Cartridge (.imscc) packages from structured course data using the canvas_cc Ruby gem. It allows users to programmatically build course content including modules, assignments, and rubrics for import into compatible Learning Management Systems.

Gamma MCP Server

Enables AI-powered generation of presentations, documents, and webpages through the Gamma API. Supports theme selection, folder management, and automatic export to PowerPoint or PDF formats.

OpenBB Widgets JSON MCP Server

Exposes OpenBB widget specifications as structured tools, enabling developers and AI assistants to programmatically query widget types, parameters, and configuration examples for building OpenBB applications.

docs2prompt MCP Server

GitHubリポジトリやホストされたウェブサイトのドキュメントから、LLM（大規模言語モデル）が扱いやすいプロンプトをクライアントが抽出できるようにするMCPサーバー。

Contact Authorities MCP Server

A Model Context Protocol server that allows AI models to log and retrieve contact events with various authorities (police, fire, medical, etc.) with rate limiting and persistent storage via Supabase.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

Google Sheets MCP

An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

AppTweak MCP Server

Empowers users to search and analyze mobile apps via the AppTweak API, providing insights into app store data, reviews, ratings, and keyword performance on iOS and Android platforms.

Elementor MCP Server

A simple server that enables CRUD operations on Elementor data for WordPress pages, requiring WordPress authentication credentials to interact with a target website.

AiDD

AiDD MCP Serverは、AIエージェントがファイルシステムの操作やコード解析を実行するための安全なインターフェースを提供し、複数のプログラミング言語にわたるAI支援開発ワークフローを強化します。

DriftOS MCP Server

Enables intelligent semantic conversation routing that automatically branches, maintains, and routes between conversation topics instead of relying on entire conversation histories for context.

openroad-mcp

A Model Context Protocol (MCP) server that provides tools for interacting with OpenROAD and ORFS (OpenROAD Flow Scripts).

AML Wathcer

AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no complex integrations required.

GitHub Analytics MCP Server

Enables querying and analysis of public GitHub repositories for statistics, contributor data, and commit history. It provides both a RESTful API and an MCP interface for seamless integration with AI agents.

LegalContext MCP Server

LegalContextは、オープンソースのModel Context Protocol（MCP）サーバーであり、法律事務所の文書管理システム（特にClio）とAIアシスタント（最初はClaude Desktop）の間に、安全で標準化された橋渡しを構築します。