Discover Awesome MCP Servers

AOCS-OmegaMCP

A quality-first multi-agent reasoning framework with fractal verification, adversarial red-teaming, and self-audit pipelines, providing deterministic MCP tools for complex analysis tasks.

backend2mcp

Automatically converts Python web backends (FastAPI, Flask, Django) into MCP servers by exposing API routes as MCP tools with near-zero boilerplate.

Mermaid-Grammer-Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

poker-bankroll-tracker-mcp

Enables fetching poker sessions and computing aggregate statistics (profit, win rate, etc.) from the Poker Bankroll Tracker API.

Clinical Trials MCP Server

Enables searching and retrieving detailed clinical trial information from ClinicalTrials.gov via the official API.

google-mcp

Multi-account Google MCP server providing read access to Gmail and Calendar via stdio. Supports secure authentication for personal and work accounts with OAuth and keychain token storage.

GEPA MCP Server

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

DeepSearch MCP

Enables web search and site-specific search capabilities through the Deepsearch model. Provides unified access to broad web retrieval and targeted site search functionality within the MCP ecosystem.

Perspective AI

An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d

Hello World MCP Server

A simple MCP server that generates multi-language greetings and provides server information using the FastMCP framework.

MySQL MCP

A tool that provides simple API to execute SQL queries and manage MySQL databases, designed to integrate with Cursor IDE for AI assistants to directly perform database operations.

MCP on Vercel

A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.

IEEE 802.11 MCP Server

Semantic search and structured queries over IEEE 802.11 specifications, enabling AI assistants to search technical content, tables, and figures across multiple standards.

User Info MCP Server

Enables AI assistants to access and manage user profile information including name, company, location, role, interests, and skills. Supports both static configuration files and dynamic session-based storage with automatic date context.

Graphiti Memory MCP Server

Enables AI agents to manage and query a temporally-aware knowledge graph memory, supporting episode tracking, entity relationships, and semantic search via MCP tools.

Gravitee APIM MCP Server

Enables natural language interaction with Gravitee API Management platform, allowing management of APIs, environments, and configurations through AI assistants like Claude and Cursor.

DORA Compliance MCP

DORA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

skore-mcp

Community MCP server for Skore that exposes tools for projects, evaluate, compare, train_test_split, configuration, and a dispatcher for report methods like metrics, inspection, and data analysis.

claude-c2

Enables natural language command and control of remote systems across multiple platforms through Claude AI using the Model Context Protocol.

Yaw MCP

Manages and dispatches multiple MCP servers from a cloud dashboard, reducing tool-context bloat by loading only the most relevant servers for a given task.

NewsAgent Data MCP server

Enables querying scored and classified Russian and English news via MCP clients, offering filtered feeds, keyword search, breaking news, and coverage stats.

FullMention

A secure, high-performance MCP server that gives AI models and agents (like Cursor and Claude Desktop) direct access to the FullMention Public API to monitor AI search visibility, manage keywords, and calculate brand Share of Voice.

opennms-mcp

Connects Claude to OpenNMS, allowing plain language interaction with alarms, nodes, events, asset records, categories, and service collection.

mcacp

Bridges any MCP client (like Claude Code, Zed, VS Code) to any ACP coding agent, enabling multi-agent orchestration from a single chat interface.

knowledge-mcp

An MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.

Perplexica MCP Server

An MCP server that provides AI-powered search capabilities including web, academic, YouTube, Reddit search and writing assistance via Perplexica.

@kemosoft/mcp-heymax-crm

MCP server for HeyMax CRM API, providing read-only tools to query pipelines, services, and other CRM data.

GPT QualMaster MCP Server

AI-powered assistant for qualitative research and conceptual paper writing, providing 12 specialized tools for methodology guidance, coding methods, journal submission support, and revision strategies across major research paradigms and traditions.

GitHub Repo Helper

GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MCP) server that takes a GitHub repository URL and returns a structured summary of the repo. It fetches metadata such as the repository name, description, languages used, README content (summarized), and dependency info