Discover Awesome MCP Servers

GoSQLX

7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Supports 6 SQL dialects with 1.25M+ ops/sec.

Congress.gov MCP Server

A proxy server that standardizes access to the Congress.gov API by automatically injecting API keys and exposing all endpoints through a unified interface with FastAPI documentation.

spear-mcp-test

MCP server for accessing SPEAR model output from various sources (AWS, STAC API, local) and integrating with AI assistants like Claude Desktop or a SPEAR Climate Chatbot.

PS-MCP

An AI-driven integration server that enables natural language control of Adobe Photoshop through the Model Context Protocol. It automates design workflows by facilitating smart asset slicing, layer analysis, and the future generation of UI code from design files.

OpenProject MCP Server

Enables comprehensive management of OpenProject work packages, projects, comments, and relations through natural language. Supports creating, updating, and organizing tasks with assignees, watchers, hierarchies, and inter-task relationships.

ggui

Enables AI agents to generate and serve ephemeral, interactive user interfaces over MCP through natural language descriptions.

BenchClaw MCP Server

Register LLMs and agents on the P2PCLAW decentralized benchmark network and query live performance scores via the BenchClaw API.

MCP X-Platform

Analyzes codebases for cross-platform compatibility issues, detecting platform-specific APIs, file path problems, line ending inconsistencies, and shell command incompatibilities across Windows, macOS, and Linux.

ssh-mcp-server-secured

A secured MCP server for safe remote server management via SSH with command filtering, network device support, and bulk connection management.

my-mcp-server

A basic MCP server that implements a calculate tool for arithmetic operations (add, subtract, multiply, divide). It handles requests via stdio.

Hyperliquid MCP Server

Enables interaction with the Hyperliquid exchange to trade perpetuals, check positions, and manage risk through natural language. It provides tools for fetching real-time market data, tracking portfolio value, and executing orders with a focus on safety through default paper trading.

Agentic Product Protocol MCP Server

Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.

mcp-bigquery-evals

A BigQuery MCP server with mandatory cost guardrails that dry-run every query before execution, and a measurable accuracy badge from an eval harness.

nimble-js-mcp

Enables AI assistants to interact with the Nimble REST API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.

telegram-mcp

Connects AI tools to Telegram via MCP, enabling reading chats, sending messages, managing groups, and more using your own account.

Google Sheets MCP Server 📊🤖

谷歌表格 MCP 服务器 📊🤖 (Gǔgē biǎogé MCP fúwùqì 📊🤖) This is a direct translation. It assumes "MCP Server" is a known term and doesn't need further explanation. If "MCP Server" has a specific meaning in a particular context, a more nuanced translation might be needed.

MCP Search Server

An intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.

Aleph

Enables AI assistants to analyze documents larger than their context window by loading files into RAM and querying them via search, navigation, and Python execution tools. Supports recursive reasoning to process massive datasets in chunks using sub-agents.

Multi-Service MCP Platform

Provides a unified MCP interface to multiple utility services including transportation info, mindful sentences, weather forecasts, emoji oracle, timestamps, fortune cookies, and lucky numbers.

Zilliqa MCP Server

Provides access to Zilliqa blockchain documentation and API examples through search capabilities and examples in multiple programming languages.

Flight Control MCP Server

Provides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.

apcore-mcp

Automatic MCP Server & OpenAI Tools Bridge for apcore. Converts apcore module registries into MCP tool definitions and OpenAI-compatible function calling formats with zero boilerplate.

courtlistener-mcp

An MCP server providing AI agents access to CourtListener's comprehensive legal database, featuring semantic search, hybrid search, citation verification, and research tools.

Tradingview Chart MCP

Tradingview Chart MCP

AgilePlace MCP Server

Enables AI assistants to interact with AgilePlace for comprehensive project management tasks including board management, card operations, dependency tracking, and bulk updates. Supports natural language queries for managing AgilePlace boards, cards, and team workflows.

deepresearch-mcp

An MCP server that enables deep internet research through natural language, supporting stdio and HTTP/SSE modes for flexible integration.

nstbrowser-playwright-mcp

Combines NSTBrowser profile management with Playwright browser automation via CDP, enabling browser automation through NSTBrowser profiles.

nanobanana-mcp

MCP server for AI image generation supporting text-to-image and image-to-image editing via any OpenAI-compatible service, with configurable models, aspect ratios, and sizes.