Discover Awesome MCP Servers

mcp-server-test

mcp功能学习

The Aleph MCP

Provides LLMs with network intelligence capabilities including PTR record lookups, ASN analysis, traceroute enrichment, and real-time network monitoring through The Aleph API.

espresso-mcp

espresso-mcp

MCP Server TypeORM

A demonstration server that integrates Model Context Protocol (MCP) with TypeORM to provide structured database access, allowing users to perform CRUD operations on products through MCP tools.

Giphy MCP Server

This MCP server enables interaction with the Giphy API through natural language, allowing users to search, retrieve, and manage GIFs through the Multi-Agent Conversation Protocol.

OpenAPI to MCP Server Converter

A tool for automatically converting OpenAPI specifications into Model Context Protocol (MCP) Server

Zen MCP Enhanced

An enhanced Model Context Protocol server that enables Claude to seamlessly collaborate with multiple AI models (Gemini, OpenAI, local models) for code analysis and development tasks, maintaining context across conversations.

browser-inspector-mcp

Gives AI coding tools access to the CSS cascade the way DevTools does — which rules matched, which won, where each came from.

WeRead MCP Server

A lightweight bridge server that connects WeChat Reading (WeRead) data with Claude Desktop, allowing seamless access to reading notes and book collections through natural language interactions.

Breez MCP Server

Enables Lightning Network wallet operations through the Breez SDK, allowing users to check balances, send/receive payments, create invoices, and manage Bitcoin Lightning transactions via natural language.

MCP Video Parser

A video analysis system that uses AI vision models to process, analyze, and query video content through natural language, enabling users to search videos by time, location, and content.

MCP Microsoft Teams Server

MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)

Google Ads MCP Server

Enables comprehensive Google Ads campaign management and analytics through the Google Ads API. Supports querying campaigns, ad groups, keywords, performance metrics, and executing custom GAQL queries with token-efficient implementation.

Sessionize

MCP server for accessing Sessionize event data. Query speakers, sessions, and schedules from any Sessionize-powered conference using natural language.

AI Diagram & Prototype Generator

Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.

SiYuan MCP Server

An MCP server for SiYuan Note that enables comprehensive management of notebooks, documents, and blocks through AI integration. It supports advanced operations like SQL querying, OCR, multi-format exports, and automated content searching for intelligent knowledge management.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

Linear MCP Server

Provides access to Linear's issue tracking system through a standardized Model Context Protocol interface, allowing users to create, update, search, and manage issues, projects, and comments via natural language.

File Context MCP Server

Enables AI assistants to read, search, and analyze local file systems with tools for reading file contents, listing directories, searching by patterns, and analyzing folder structures for context-aware queries.

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

mcp-ctftime

Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition data from CTFtime.org, including events, team rankings, results, and votes through the public CTFtime API.

OpenAPI MCP Server

Transforms OpenAPI 3.x specifications into MCP tools, enabling Large Language Models to interact with REST APIs through standardized MCP protocol. Supports bearer token authentication and all HTTP methods for seamless API integration.

Gemini Daily MCP Server (Compressed)

Token-optimized MCP server that integrates Google Gemini CLI for AI-powered coding assistance with 43.8% token savings through progressive disclosure, supporting multi-turn conversations and multiple Gemini models.

FullScope-MCP

A comprehensive Model Context Protocol server for content summarization that supports web scraping, file reading, content summarization, and topic-based summarization features.

In Memoria

Persistent memory and pattern learning for AI coding assistants via MCP.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that doesn't require authentication, allowing you to deploy custom AI tools that can be accessed from Cloudflare AI Playground or Claude Desktop.

MCP Memory

An MCP server implementing memory solutions for data-rich applications using HippoRAG for efficient knowledge graph capabilities, enabling search across multiple sources including uploaded files.

Text Editor MCP Server

An open source implementation of the Claude built-in text editor tool versions: text\_editor\_20241022 (Claude 3.5 Sonnet) text\_editor\_20250124 (Claude 3.7 Sonnet)

postgresql-mcp-server2

A postgresql mcp that you can run your DQL SQL though it