Discover Awesome MCP Servers

Tldraw MCP Server

This project integrates tldraw with Claude AI using the Model Context Protocol (MCP). It allows Claude to create and manipulate diagrams based on natural language instructions.

Lingvanex Translate MCP Server

Enables text translation between different languages using the Lingvanex Translator API. Supports integration with Claude Desktop for natural language translation requests.

AgentCortex MCP

An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.

Cocktail By Api Ninjas

Enables searching for cocktail recipes by name or ingredients using the API Ninjas Cocktail API, supporting partial matches and ingredient-based filtering.

mem0-agent-memory

An MCP server that provides persistent memory capabilities for AI agents using Mem0, enabling storage, search, and management of contextual information across conversations with support for multiple backends and LLM providers.

aadc-audit-mcp

A local MCP server that audits software projects against the UK ICO Age Appropriate Design Code (Children's Code) entirely on the user's machine.

guerrilla-franchising-mcp-server

Franchise evaluation tools built from 81+ closed deals. Validate FDD investment ranges, identify red flags, assess readiness, and connect with a free franchise consultant. E-2 visa guide in English and Spanish.

Azure Omni-Tool MCP Server

Enables intelligent interaction with Azure resources through natural language by translating requests into safe, auditable Azure CLI commands with plan/review workflows and direct access to 8 Azure services including Storage, Cosmos DB, Key Vault, and more.

Pyth Network MCP Server

Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, enabling AI agents to fetch current prices, historical data, and TWAP calculations for crypto, equity, FX, metal, and rates markets.

Swiss Meteo MCP

An experimental MCP server that provides weather information tools, including temperature lookup via wttr.io, along with note-taking capabilities for learning MCP server development with GitHub Copilot.

Simple Memory MCP

Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.

Hong Kong Commerce MCP Server

Provides access to hotel room occupancy rate data in Hong Kong through a FastMCP interface.

kontra-mcp

Enables users to stress-test decisions and plans with structured contrarian analysis, surfacing blind spots, hidden assumptions, and failure scenarios through multiple modes such as counter, probe, redteam, and premortem.

vyos-mcp

MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assistants to read config, set interfaces, firewall rules, VPNs, and more.

Data Intelligence MCP Server

Provides secure integration between MCP clients and IBM Data Intelligence services, enabling AI assistants to interact with IBM's data intelligence capabilities for data management and analytics operations.

WinLog-mcp

Provides programmatic access to ingest and query Windows event logs (especially Sysmon logs), enabling security monitoring, incident response, and log analysis automation.

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

macOS Screen View & Control MCP Server

MCP 服务器，用于截图和控制 macOS 窗口 (专为 Cursor 设计)

ie-mcp

Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applications, supporting tasks like clicking, filling forms, and data extraction via Selenium.

Maestro MCP

Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with unified command execution, file transfer, and dispatch of coding agents across platforms.

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

git-finder-mcp

Enables natural language code search across multiple local Git repositories, allowing users to register projects, search for code, and explore file structures through Claude.

mem0-mcp

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

Bugsink MCP Server

Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.

zoekt-mcp

Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, indexed regex/symbol-aware code search over repositories.

ai-ready-ds-auditor

Enables AI IDEs to query Figma design tokens, component specs, and audit issues via MCP tools, without cloud subscriptions.

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

container-mcp

MCP server for Apple container to manage, build, inspect, and diagnose Linux containers on macOS directly from AI agents.