Discover Awesome MCP Servers

chatlab-mcp

MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, enabling session management, message retrieval, SQL queries, and API calls via natural language.

魂斗罗 MCP Demo

Enables creating a Contra-style game session that can be played inline in MCP-compatible clients or via a browser fallback URL.

MailboxValidator Email Validation MCP Server

Email validation MCP server using MailboxValidator API to determine validity of an email address.

LiteAPI MCP Server

Enables interaction with LiteAPI's hotel booking and travel services through MCP tools, supporting search, booking, vouchers, analytics, and more.

herdr-mesh

Enables safe coordination of Herdr coding agents with lease-scoped reviewer and writer lifecycles, semantic waits for agent states, and read-only topology inspection, while prohibiting arbitrary shell execution and unscoped lifecycle operations.

Senior Code MCP

Gives coding agents a memory of codebases by searching repositories using semantic similarity and structural call/import graphs, enabling reuse of proven patterns and reducing token usage.

Microsoft Copilot Studio ❤️ MCP

A lab demonstrating how to deploy a Model Context Protocol (MCP) server that provides joke functionality to Microsoft Copilot Studio and GitHub Copilot.

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

Google Analytics MCP Server

Enables AI assistants to query Google Analytics accounts, properties, and run reports using natural language through the Admin and Data APIs.

PrestaShop MCP Server

Provides instant, offline access to comprehensive PrestaShop development documentation including 647+ hooks, module guides, component architecture, APIs, and theme development resources for AI assistants.

Legal MCP Server

A Model Context Protocol server for legal document search and retrieval, powered by Azure Cosmos DB and Voyage AI embeddings, exposing 12 tools for semantic search, keyword search, Bates number lookup, claim-specific queries, and statutory citation search over a corpus of vectorized legal documents.

InfinitePay MCP

Connects InfinitePay accounts via Open Finance Brasil to query balances, statements, credit card bills, investments, and loans using natural language through any MCP client. Read-only and LGPD compliant.

screencye

Eyes for text-only LLMs: decodes screenshots into exact structured text (words, coordinates, sizes, colors) using pure-code CV and OCR. Enables text-only models to reason about UI layouts without vision models or VRAM usage.

linear-issue-mcp

MCP server for Linear that enables creating, searching, updating, and commenting on issues, as well as accessing issues, teams, and user data. Integrates with Claude Desktop and other MCP clients.

taskmarket-mcp-server

MCP server that connects AI agents to the Taskmarket onchain marketplace on Base, enabling them to browse bounties, claim tasks, submit deliverables, and manage their wallet.

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

calibre-mcp

Enables AI assistants to search, browse, import, and manage a local Calibre ebook library, including duplicate detection and an inbox-based drop folder workflow.

Yandex Direct MCP Server

MCP server for Yandex Direct, Yandex Metrika, and Wordstat with 120 tools to manage contextual advertising from AI assistants.

Web Search Tool

Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.

MCP-Studio

A collection of MCP servers that provide mathematical operations and weather information tools, enabling AI models to perform calculations and access weather data through a standardized interface.

mcp-0ne

A standalone MCP gateway that multiplexes multiple backend MCP servers behind a single endpoint, supporting both HTTP and stdio transports. It allows users to dynamically manage backends at runtime and organizes tools using a configurable namespace prefix.

MCP Spring DB Tools

Enables database schema querying and execution plan analysis for Spring Boot projects. Supports multiple databases including MySQL, PostgreSQL, MSSQL, and SQLite.

lilo-vacation-rentals

The only MCP server with AI guest risk scoring and extortion detection. Search properties, book instantly, protect hosts. 41 tools across 5 layers. Instant API key, 10 free credits.

MySQL MCP Server

Enables direct interaction with MySQL databases through SQL queries, table exploration, and schema inspection with support for prepared statements and connection pooling.

veyra-forms

Form builder and response collector for AI agents. Reads are free, writes require Veyra commit mode.

Sweden Invoice MCP

Lets any AI agent send Sweden B2B/B2G electronic invoices (e-faktura) over the Peppol network in Peppol BIS 3.0 / EN 16931 format via Storecove, a certified Peppol Access Point.

cod-api MCP Server

Exposes REST API endpoints defined in an OpenAPI Specification as MCP tools, allowing AI models to call them via the ModelContext Protocol.

lightpanda-mcp-server

MCP server for Lightpanda headless browser enabling ultra-fast HTML extraction, markdown conversion, and JavaScript execution with 16x lower memory footprint than Chrome.

neko-browser

Headed Playwright browser MCP server with persistent profile, providing 23 tools for full browser automation while masking PII data.

AgentData MCP Server

Provides 16 crypto market data tools for MCP-compatible AI clients with x402/USDC micropayments on Base Mainnet.