Discover Awesome MCP Servers

Bounteous MCP Server

MCP Server repository for managing GitHub operations

MCP Cypress Page Object & Test Generator

An MCP server that automatically generates TypeScript Page Object classes and comprehensive Cypress test suites for any web page, supporting element interactions, workflow tests, and both positive and negative testing scenarios.

Google Cloud MCP Server

An MCP server that enables querying and interacting with Google Cloud services including Logging, Spanner, Monitoring, and Cloud Trace through natural language.

Jupyter MCP Server

AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

Perplexity MCP Server

This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface.

Cantrip

You built it, now get customers! GoToMarket MCP server

MCP Firebase Server

A bridge that enables Large Language Models to read from and write to Firebase Firestore collections through Model Context Protocol (MCP) tools.

Pro Se Engine

Pro Se Engine is an MCP server that provides 39 legal research tools across 6 government APIs, enabling AI agents to access case law, SEC filings, federal legislation, regulations, government contracts, and document processing workflows.

mt5-mcp

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

UltraThink

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

Token-Optimized MCP Server

Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distillation, and pre-flight token counting, with tools for web content extraction and metrics database querying.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

gomcp-worker

Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提取。

gitbook-mcp

MCP server that exposes 39 tools for GitBook API automation, enabling AI agents to manage documentation, change requests, reviews, and Git Sync.

beeper-mcp

A backend service for executing beeper transactions on Binance Smart Chain

zammad-mcp

MCP server for Zammad that focuses on workflows the standard Zammad API tooling does not cover well — primarily shared drafts with strict reply-HTML validation, fresh signature rendering and German-localised quote blocks.

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

Mcp Server

Model Context Protocol implementation that connects your LLM to Firebolt

midjourney-mcp

Enables Midjourney image generation via PiAPI with daily cost caps, audit logs, and SSRF-safe image URL inputs.

beeper-mcp

A backend service for executing beeper transactions on Binance Smart Chain

Semantix-verify

Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It exposes a single tool, verify_text_intent(text, intent_description, threshold), which uses a local quantized NLI cross-encoder (INT8 ONNX) to return a 0.0–1.0 probability that the text satisfies the given intent — and, when it doesn't, a structured correction prompt for agent retry loops. Useful for building com

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

飞书日历 MCP 服务器

将飞书日历 API 封装为 MCP 服务器，支持日历、日程、订阅和忙碌状态的查询与管理。

universal-blockchain

An MCP server that connects ZetaChain CLI into your editor. Query balances, send cross-chain transactions, and manage universal contracts directly through MCP.

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

EV Life Content MCP Server

Enables querying and retrieving content from electricvehicle.life, including search, section retrieval, full content, and summaries.

aptos-dex-mcp

MCP server for Dex on Aptos

Python MySQL MCP

A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.

mcp-client-slack

Listens for Slack @mentions and publishes them as real-time events to the KĀDI event bus, enabling event-driven architectures with low latency.

Context Mode

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.