Discover Awesome MCP Servers

mcp-stateless-lab

A comparative lab demonstrating MCP protocol evolution from stateful (2025-11-25) to stateless (2026-07-28) using a procure-to-pay agent, highlighting the implications for load balancing and session management.

overleaf-mcp

Enables editing Overleaf projects from Claude, with tools to list, read, edit, and sync files via Git.

falcon-mcp

An MCP server that connects AI agents to the CrowdStrike Falcon platform for intelligent security analysis and automation across various security modules. It provides programmatic access to detections, incidents, host management, and threat intelligence to enhance security operations within agentic workflows.

Solana Mcp

Solana Agent Kit MCP 服务器

Nano Banana MCP Server

Enables users to create image editing and text-to-image tasks, poll their status, and check pricing for the Nano Banana model line through a RunAPI API key.

mcp-einvoicing-core

Base library for building MCP e-invoicing servers: abstract base classes, shared Pydantic models, XML utilities, and OAuth2-capable async HTTP client.

Volunteer Search MCP Server

Enables searching for volunteer opportunities via MCP protocol, REST API, and includes a custom Apex MCP client for Salesforce Agentforce integration, all powered by the free VolunteerConnector API.

Maestro

Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

autogen-mcp

Enables Claude Code to orchestrate AutoGen multi-agent conversations, supporting persistent sub-agents with tiered permissions and ad-hoc group debates for task decomposition and collaborative problem-solving.

aegis-defi

Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, simulates transactions, blocks honeypots.

mcp-intelligence-context

Provides codebase indexing and retrieval tools that give AI agents token-efficient, query-relevant context packages (symbols, imports, and dependencies) instead of scanning entire repositories.

Hostaway MCP

A read-only hospitality-focused MCP server that enables users to retrieve reservation details, listing briefs, and guest conversation contexts from Hostaway. It simplifies hospitality workflows by providing specialized tools for searching threads and viewing reservation data through natural language interfaces.

Xray MCP Server

Enables integration with Xray Cloud APIs for comprehensive test management including creating and managing test cases, test executions, test plans, and test sets. Supports CI/CD automation and test result tracking through GraphQL APIs.

Rasdaman MCP Server

Enables natural language interaction with rasdaman databases, allowing users to list coverages, describe datacubes, and execute WCPS queries.

GAPS QA

Enables UI auditing via browser automation, capturing per-element evidence and generating Markdown, JSON, and DOCX reports.

postgresql-mcp

A secure MCP server that lets AI assistants directly interact with PostgreSQL databases via tools like create_table, list_tables, and execute_sql, plus a web configurator for managing connections.

mtg-mcp-server

Provides AI assistants with 69 tools, 19 prompts, and 21 resources for deep access to Magic: The Gathering, including card data, combos, draft analytics, Commander metagame, competitive constructed, sideboard strategy, deck building, and rules engine, working with any MCP client.

arXiv MCP Server

Enables searching and retrieving academic papers from arXiv by various criteria including title, author, and category, with support for extracting full text content from PDFs.

yureong

Verifies Korean legal citations (case numbers, statutes) against the official government database to detect AI hallucinations. Works as CLI, MCP server, or Python library.

Crypto Intel MCP

Scores tokens for market cap risk, liquidity, volatility, and sentiment using CoinGecko, DeFiLlama, and Fear & Greed data.

Jira Server

提供与 Jira REST API 的集成，允许 AI 助手以编程方式管理 Jira 问题。

Indian Stock Exchange MCP Server

印度证券交易所的MCP服务器 (Yìndù zhèngquàn jiāoyìsuǒ de MCP fúwùqì)

france-travail-mcp

MCP server connecting AI assistants to official France Travail APIs for real-time job offers, ROME code prediction, and hiring company search.

Code Review Agent MCP

An AI-powered MCP server that reviews code bluntly, without sugarcoating, citing line numbers and severity labels.

github-project-info-mcp

An MCP server that reads public GitHub Projects v2 boards (including item-level data like status and custom fields) without authentication, using official APIs and fallback methods for user-owned projects.

Frida Agent MCP

An AI-driven Android dynamic analysis tool that enables AI models to perform automated reverse engineering by controlling Frida. It provides capabilities to inject scripts, manage application processes, and analyze real-time execution data through the Model Context Protocol.

Banco Sofisa MCP

Connects Banco Sofisa accounts via Open Finance Brasil, enabling AI assistants to query balances, transactions, credit card bills, and investments using natural language, with read-only access.

Executor Cloudflare MCP Server

Deploys an open-source integration layer for AI agents (Executor) to Cloudflare, providing a private MCP endpoint secured by Cloudflare Access, with D1 database, R2 storage, and Durable Objects for session management.

debug-mcp-server

A minimal MCP server for debugging MCP clients. It echoes back everything it receives — tool arguments, session IDs, metadata — so you can inspect exactly what your client is sending.

Safe-Bifrost

A local MCP server that provides a safe plan-and-execute workflow for AI coding assistants, storing plans and tasks, and executing agent commands with an allow-list for security.