Discover Awesome MCP Servers

Vision MCP

Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

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.

retrieval

Scores AI outputs for faithfulness, relevancy, and hallucination inside any MCP client, with custom metrics, golden sets, and run history with dashboards.

Turbovec MCP Server

Provides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.

Eventbrite MCP Server

This is a Model Context Protocol (MCP) server that provides tools for interacting with the Eventbrite API. It allows AI assistants to search for events, get event details, retrieve venue information, and more.

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.

Mindway MCP Server

Provides a read-only context gateway for the Mindway operating protocol, enabling AI clients to load startup context, search public guidelines, and retrieve protocol documentation safely with path traversal protection.

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.

fuzzmind-frida-mcp

A Frida MCP server for authorized dynamic analysis and application security research, exposing device/session management, script injection, process and memory inspection, and platform-specific workflows.

MCP Geocoder Rosetta

一个“罗塞塔石碑”代码仓库，展示如何使用 Python（通过 Google Maps SDK 和使用 urllib 直接调用 Google Maps API）和 TypeScript 创建简单的地理编码器 MCP 服务器。包含命令行客户端以及关于如何将它们添加到 Claude 桌面应用程序的文档。

Fastmail MCP Server

Enables AI assistants to interact with Fastmail services, providing tools for comprehensive email management, contact searching, and calendar event coordination via the JMAP API. It supports advanced features like threaded conversations, attachment handling, and bulk mailbox operations through natural language.

deeptempo-mcp-servers

Provides tools for DeepTempo AI SOC including findings and case management, investigation workflow orchestration, action approval workflows, and MITRE ATT&CK layer generation.

MCP Instructions Server

Enables teams to share and dynamically update instructions for Claude via a collaborative YAML file, with tools for refreshing and prompts for different modes.

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.

schema-sieve-mcp

Local MCP tool for understanding JSON Schema files while planning tests, summarizing types, required fields, constraints, and generating placeholder paths without copying data.

AuditShield

A three-layer MCP server that filters false positives from static analysis tools like Semgrep, Bandit, and Gosec using rule-based, context-aware, and ML-based filtering to reduce false positives in code audit results.

remote-mcp-server

Enables running a remote MCP server on Cloudflare Workers with OAuth login, allowing tools to be accessed remotely.

Memora

A local, persistent, semantically-aware knowledge graph for AI coding agents like Claude Code, providing efficient session memory with minimal token cost and zero runtime network calls.

minia2a-mcp

MCP server for the x402 micropayment marketplace minia2a.uk, enabling AI agents to discover, call, and pay for 1,700+ services using USDC micropayments with no API keys or subscriptions. Supports registration, credits, service browsing, and autonomous calling with Claude Code auto-mode.

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.

agda-mcp

Provides an MCP interface for Agda's JSON interaction protocol, enabling type checking and interactive editing of Agda modules with support for workspace management and non-blocking operations.

Example Next.js MCP Server

A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapter, allowing developers to integrate model context protocol functionality with custom tools, prompts, and resources.

Chatwoot MCP Server

A Model Context Protocol (MCP) server that connects AI assistants like Claude to your Chatwoot instance. Manage customer conversations, read messages, send replies, and filter by date ranges -- all through natural language.

EnvMem

Personal environment variable memory with semantic search and project management. Enables storing, searching, and retrieving environment variables via MCP, supporting project organization and auto-fill of .env files.

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.

claude-screen-mcp

Enables read-only screen capture, OCR, and change detection without input control.

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

MCP Worker OAuth

A Model Context Protocol server template for Cloudflare Workers with GitHub OAuth authentication, enabling developers to build secure remote MCP servers with user authentication and access-controlled tools.

reapfield

Extracts structured JSON from any URL using plain-language field specs, with caching and LLM-based selector discovery. Exposes scrape, list_cached_selectors, and refresh_selectors tools over stdio, and blocks private addresses for safety.