Discover Awesome MCP Servers

mcp-google

MCP server for Google APIs — Gmail and Calendar tools for LLM agents.

Elasticsearch MCP Server

使用模型上下文协议将代理连接到 Elasticsearch 数据，从而允许通过 MCP 客户端（如 Claude Desktop 和 Cursor）与 Elasticsearch 索引进行自然语言交互。

Gemini MCP Server

一个模型上下文协议服务器，使 Claude Desktop 能够与谷歌的 Gemini 2.5 Pro 实验性 AI 模型交互，并具有诸如谷歌搜索集成和令牌使用情况报告等功能。

MalwareBazaar_MCP

一个由人工智能驱动的 MCP 服务器，可自主与 MalwareBazaar 对接，为授权的网络安全研究工作流程提供实时的威胁情报和样本元数据。

Pipeline Assistant MCP

An MCP server that automates CI/CD pipeline creation, analysis, and security enforcement. It generates production-ready pipelines from templates and enforces DevSecOps best practices.

MCP Paradex Server

A bridge between AI assistants and the Paradex perpetual futures trading platform that enables retrieving market data, managing trading accounts, placing orders, and monitoring positions.

local-dev-mcp

Enables AI agents to work with multiple local projects on Windows, providing file system access and PowerShell command execution, with project auto-detection and support for various dev tools.

MCP Autonomous Data Agent

Enables secure, read-only analytical querying of financial data through natural language, with built-in SQL injection defense and automatic query repair.

comfyui-workflow-editor-mcp

A lightweight MCP server that bridges AI agents with a local ComfyUI instance, enabling them to generate and iteratively refine images, audio, and video through conversational tool calls.

proton-mcp

An MCP server that enables AI assistants to read and search Proton Mail messages through a locally running Proton Mail Bridge. It provides tools like list_folders, list_messages, search_messages, get_message, and get_attachment.

stat-gov-mcp

Local MCP server for querying Polish socioeconomic statistics from the GUS Bank Danych Lokalnych (BDL), letting AI find variables and units and pull data.

AgentTrust

Evaluates AI agent and MCP server competency across 6 quality dimensions using challenge-response tests, returning quality scores and W3C Verifiable Credentials.

bikefuchs-mcp-stub

A temporary placeholder MCP server that reserves the @bikefuchs namespace and exposes an informational tool about the upcoming Bikefuchs production server for bike price comparison.

mcp-llm-router

An MCP server that routes LLM requests across multiple providers and orchestrates other MCP servers, with a focus on local privacy for embeddings and memory.

calendar-pa

Google Calendar MCP server with natural language scheduling, conflict detection, smart slot finding, complex recurring events, and a Telegram bot interface. Self-hosted, works with Claude Desktop and any MCP-compatible client.

bug-ledger-mcp

A shared, concurrency-safe ledger for LLM code audits. It enables multiple agents to collaboratively report, verify, and resolve bugs with deduplication and hallucination resistance.

Horatio

A flight recorder and memory server that sits between MCP clients and Blender, recording interactions, distilling them into persistent per-file memory using NVIDIA Nemotron, and serving that memory to agents via MCP tools like recall and search_sessions.

mcpreg

MCP server that enables introspection of any MCP server's registered tools by exposing mcpreg/list, mcpreg/get, and mcpreg/query tools, making tool registry accessible even when the underlying SDK lacks list_tools().

gmail-mcp

Enables reading Gmail emails through the Model Context Protocol, supporting listing, searching, and retrieving email details with OAuth 2.0 authentication.

tako-mcp

An MCP server for the Octopus Energy Japan GraphQL API that allows users to retrieve electricity consumption, cost estimates, and contract details. It enables 30-minute interval usage analysis and postal code area searches while ensuring privacy by excluding personal address information.

Asana MCP Server

Enables AI assistants to fully interact with Asana, including creating and managing tasks, projects, time tracking, and search, all through natural language.

Pedra MCP Server

Official MCP server for the Pedra API, enabling AI real-estate photo editing (virtual staging, renovation, room emptying, enhancement, sky replacement, object removal/blur, and property videos) directly from Claude, ChatGPT, Cursor, and other MCP clients.

@cyanheads/gdelt-mcp-server

Search and analyze global news coverage and US television transcripts via the GDELT Project's real-time APIs via MCP.

firefox-devtools-mcp

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

AI QA Agent MCP

Analyzes Playwright test results to provide structured QA insights, including test metrics, failure analysis, bug report drafts, and release-quality recommendations.

KnBn MCP Server

A Model Context Protocol server that provides AI assistants with structured access to kanban board functionality for managing tasks, columns, labels, and sprints.

max-channel-mcp

Enables AI assistants to publish and manage content in MAX messenger channels, including text, photos, videos, audio, documents, location pins, buttons, edits, and pins.

aria-mcp-news-dr

Fetches Danish news from DR's RSS feeds, including national, topical, and regional news, without any API key.

freqtrade-mcp-server

An MCP server for cryptocurrency trading via Freqtrade, enabling trade management, balance checks, strategy configuration, backtesting, and bot lifecycle control from any MCP-compatible AI agent.

repo-seatbelt

Runtime safety guardrails for AI coding agents. Checks file access, validates shell commands, and scores your repo's AI safety — all via MCP.