Discover Awesome MCP Servers

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ZepAI Memory Layer MCP Server

Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingestion (text, code, conversations), and knowledge graph operations. Provides dual access through MCP protocol and direct API calls with automatic tool generation from FastAPI routes.

🔒 MCP Server Authentication Reference Collection

🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.

BookStack MCP Server

Enables interaction with BookStack knowledge management systems through the BookStack API. Supports searching, reading, creating, and updating documentation content with secure authentication and dual transport modes for flexible deployment.

Crawl-MCP

Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

MCP Debugger

Enables AI agents to perform step-through debugging of Python, JavaScript/Node.js, and Rust programs using the Debug Adapter Protocol, with support for breakpoints, variable inspection, and stack traces.

ProjectSight MCP Server

Provides access to the ProjectSight API for managing construction portfolios, projects, and records like ActionItems, RFIs, and Submittals. It features a modular architecture supporting CRUD operations, workflow state management, and OAuth2 authentication.

Crawl4AI MCP Server

High-performance server enabling AI assistants to access web scraping, crawling, and deep research capabilities through Model Context Protocol.

Bitbucket MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Bitbucket (beta): https://www.cdata.com/download/download.aspx?sku=KJZK-V&type=beta

Facebook-Ads-MCP-Server

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Textra Japanese to English Translator

Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

Trustwise MCP Server

Provides advanced evaluation tools for assessing AI safety, alignment, and performance of LLM outputs. Enables programmatic evaluation of quality, safety metrics like toxicity and PII detection, and operational metrics including carbon footprint and cost estimation.

MCP Power - Knowledge Search Server

Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

Zentickr - Yahoo Finance MCP Server

A Model Context Protocol server providing comprehensive access to Yahoo Finance data through the yahooquery library, enabling AI assistants to retrieve stock prices, financial statements, market data, and company analytics.

AE MCP Server

An MCP server that enables AI assistants to control Adobe After Effects through a file-based communication bridge. It supports various operations including project and composition management, layer and keyframe manipulation, rendering, and batch processing.

Google Calendar MCP Server

Provides tools to query, search, and list Google Calendar events using the Model Context Protocol. It enables natural language interaction for checking schedules, searching for keywords, and retrieving upcoming meetings.

TDengine Query MCP Server

A Model Context Protocol (MCP) server that provides read-only TDengine database queries for AI assistants, allowing users to execute queries, explore database structures, and investigate data directly from AI-powered tools.

MCP File Server

A secure Model Context Protocol (MCP) server for file system operations. Enables AI assistants like Claude and Cursor to access, read, write, and manage files on your system with robust path validation and dynamic storage location management.

Tatum MCP Server

Provides access to Tatum's blockchain API across 40+ networks, enabling developers to interact with blockchain data, manage notifications, estimate fees, access RPC nodes, and work with smart contracts through natural language.

Odoo MCP Improved

A comprehensive implementation of the Model Context Protocol for Odoo ERP systems that enables AI assistants to interact directly with business data across sales, purchases, inventory, and accounting modules.

Forecast Storage MCP Server

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

SkyFi MCP Server

Enables AI agents to search, order, and monitor satellite and geospatial imagery through SkyFi's API, including archive searches, pricing estimates, and order tracking.

Jira MCP Server

A simple MCP server that provides access to Jira issues from Cursor AI, allowing users to reference and query Jira tickets directly in the chat panel.

Voice Recognition MCP Service

Provides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.

SharePoint MCP Server

Enables interaction with Microsoft SharePoint sites, document libraries, and files through the Microsoft Graph API. Supports browsing, searching, uploading/downloading files, managing lists, and creating sharing links with secure OAuth authentication.

HAL (HTTP API Layer)

HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.

Odoo MCP Server Advanced

Enables AI assistants to interact with Odoo ERP systems through the Model Context Protocol. Provides comprehensive access to Odoo models, records, and methods with enhanced features like employee search, holiday management, and flexible domain querying.

MailChimp MCP Server by CData

MailChimp MCP Server by CData