Discover Awesome MCP Servers

graqle

Dev intelligence layer that builds a knowledge graph from any codebase and exposes 7 MCP tools for graph-powered reasoning, impact analysis, and preflight safety and governance checks.

polymarket-mcp

Enables AI assistants to query Polymarket prediction markets and analyze market data through the MCP interface.

neil-mcp-server

mcp mysql

SQLite MCP Server

Enables secure and controlled access to SQLite databases through the Model Context Protocol. Provides comprehensive database operations with granular permissions, SQL injection protection, and audit logging for safe database interactions.

GameDevBench MCP

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

RSS MCP Server by CData

This read-only MCP Server allows you to connect to RSS data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

polydev-ai

Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives. Get different expert viewpoints when stuck or need enhanced reasoning.

CrowdStrike Falcon MCP Server

Connects AI agents with the CrowdStrike Falcon platform to enable intelligent security analysis, providing programmatic access to detections, incidents, threat intelligence, vulnerabilities, and other security capabilities for advanced security operations and automation.

MCP 101 Example

A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.

JobDataLake MCP Server

Enables searching over 1 million enriched job listings from 20,000+ companies directly from MCP-compatible AI tools. Provides tools for job search, company profiles, and AI-powered similar job recommendations with real-time data updates.

Shodan MCP Server

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

Unit Converter MCP

Provides precise conversions between different units of measurement including temperature, length, weight, and volume.

Video & Audio Editing MCP Server

Provides powerful video and audio editing capabilities through FFmpeg, enabling AI assistants to perform professional-grade operations including format conversion, trimming, overlays, transitions, and advanced audio processing.

LocalPro MCP Server

Provides verified local trade and service business data (e.g., radon mitigation, foundation repair) to AI agents via tools like search_providers and list_niches.

Elasticsearch MCP Server

Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup.

Hello-MCP

一个实用工具，使 Claude Desktop 能够通过模型上下文协议 (Model Context Protocol, MCP) 与外部工具交互，提供诸如发送电子邮件和简单计算等功能，同时简化 MCP 的设置过程。

GENAI EVERYDAY

一个致力于探索、实验和应用生成式人工智能概念和工具于实际日常场景的仓库。

Modus MCP Server

A Model Context Protocol (MCP) server that provides access to Modus's RevOps and Sales Insights API for retrieving headcount data, attrition predictions, sales performance metrics, and capacity planning insights.

Location MCP Server

An MCP (Model Context Protocol) server that provides location data from a local macOS app.

diagrams-mcp

Enables automatic generation of UML class diagrams and entity-relationship diagrams from natural language descriptions or structured JSON data. It integrates with MCP agents to create visual representations of code structures and system designs without manual Mermaid coding.

tibet-phantom-mcp

MCP server for Phantom Resume that enables cross-device AI session portability with TIBET provenance, allowing users to seal an AI session on one device and resume it on another.

GPT OpenMemory MCP Server

Enables ChatGPT Desktop to save and manage conversation memories locally in SQLite, providing memory search, summarization, and markdown export capabilities to replace the built-in memory feature when in developer mode.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.

AWS Security Posture Advisor MCP Server

Orchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations through a unified Model Context Protocol interface.

Guardrails MCP Server

Enables AI agents to integrate with Guardrails to check user values, make aligned decisions, and respect faith-based preferences. It provides tools for profile management, rule-based compatibility checks, and faith-aware scheduling.

deep-filesystem-tree

一个模型上下文协议 (MCP) 实现，提供深入的文件系统树可视化和操作功能。该工具能够高效地导航和管理复杂的目录结构，并通过 AI 驱动的文件系统操作来增强开发工作流程。兼容于...

xiaobenyang-mcp

本MCP服务封装了新闻相关工具

SMART-E2B

Enables secure execution of JavaScript and Python code in cloud-based E2B sandboxes with integrated file management capabilities, allowing Claude to run and test code safely in isolated environments.

Datris MCP Server

MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).