Discover Awesome MCP Servers

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

V Language MCP Server

Provides LLMs with comprehensive knowledge about the V programming language, including documentation access, code examples, standard library reference, and syntax explanations to help users learn and work with V.

ZeroEntropy Zerank MCP Server

Provides document reranking capabilities via the ZeroEntropy Zerank API, allowing AI assistants to sort documents by relevance to a user query through the Model Context Protocol.

Naveen Ayalla

A TypeScript/Node.js MCP toolkit with servers for code search, docs, databases, OpenAPI, Git, and shell-based developer workflows.

Powertools MCP Search Server

Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.

ThinAir Geo

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Growth Hacker MCP

Enables creators and marketers to generate viral social media hooks, format text into Twitter threads with proper character limits, and audit sales copy with actionable feedback on power words and CTAs.

MCPAuth

A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) that enables you to secure your MCP applications with a robust implementation you control.

Cube MCP Server

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

MemPalace JS

A local-first, zero-LLM memory system and MCP server that gives AI assistants a searchable, structured persistent memory using a spatial metaphor.

ShopSavvy Data API MCP Server

Provides AI assistants with access to ShopSavvy's comprehensive product data, pricing information, and historical price tracking, enabling product lookup by barcode or ASIN, current offers, price history, and scheduling for automatic monitoring.

typeorm-docs-mcp

Analyzes TypeORM entity source files offline to produce schema graphs, ERD diagrams, Markdown documentation, and missing-documentation audits. Enables AI clients to understand database schema without a database connection.

email

A Model Context Protocol (MCP) server that enables Claude Desktop to manage emails via SMTP and IMAP. Send emails, fetch unread messages, and create draft replies directly from conversations.

google-search-console-mcp

Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.

MCP Prediction Markets

Provides search, trending, odds, arbitrage, and category browsing for prediction markets (Polymarket & Kalshi) via the Model Context Protocol, enabling AI agents to access live market data without API keys.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

ChillMCP

ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and take breaks, with both a hackathon Python version and a production-ready TypeScript template.

MCP Mempool

An MCP server that provides AI agents with real-time and historical Bitcoin network data by wrapping the mempool.space WebSocket and REST APIs. It enables tracking addresses, monitoring blocks, and retrieving transaction details or fee estimates through natural language.

coer-nucleus

Maps any niche domain into a structured talent and ecosystem landscape using the CoER method. Enables MCP clients to read landscapes and contribute new ones via PRs.

AI Answer Copier

A Model Context Protocol (MCP) server that gives your AI assistant the power to convert Markdown into 14 professional document formats — PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG, and more. Stop copy-pasting. Let the AI do the exporting.

authentik-mcp

MCP server for Authentik identity provider enabling management of users, groups, apps, tokens, flows, and policy bindings through natural language.

claude-memory-search-mcp

Enables keyword search, filtering, and retrieval of Claude Code memory files, reducing context overhead by fetching only relevant memories on demand.

parallelix-mcp

MCP server for the ParalleliX Compute API that lets you offload parallel inference tasks (bulk classify, extract, summarize, etc.) to a distributed network of open-source models.

DrissionPageMCPServer_Modified

An MCP server providing robust browser automation tools for AI assistants, including page navigation, element interaction, and screenshot capabilities. It leverages the DrissionPage library to enable standardized DOM analysis, network monitoring, and complex web task automation.

Riddle MCP Server

Enables browser automation and debugging through the Riddle API, including taking screenshots across devices, running Playwright scripts, and capturing console logs and network traffic.

py.chroma.mcp

A simple Model Context Protocol (MCP) server with ChromaDB integration, allowing AI assistants to interact with ChromaDB for vector storage and retrieval operations.

Harvest MCP Server

Enables interaction with the Harvest time tracking API for managing time entries, projects, and tasks through natural language.

packforge

AI Agent Instruction Hub that orchestrates context-aware instruction packs for MCP-compatible agents.

Remote MCP Server on Cloudflare

Enables remote MCP server deployment on Cloudflare Workers with OAuth login, supporting tool calling via SSE from clients like MCP Inspector or Claude Desktop.