Discover Awesome MCP Servers

memory-slim

Memory MCP server optimized for AI assistants, reducing context window tokens by 54.9% while preserving full functionality.

agentcheckpoint

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

Playread

Enables Google search automation and web content extraction using Playwright. Performs Google searches and fetches main content from web pages, returning structured results in JSON format.

RAG MCP Server

Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.

UnWeb MCP Server

Enables conversion of webpages to clean markdown with content quality scoring and multi-page crawling for documentation sites. Supports Claude Code, Cursor, and Windsurf with native LangChain and LlamaIndex export formats.

mcp-brain

A personal second brain on Cloudflare Workers that stores knowledge as a semantic graph with auto-linking, deduplication, and MCP tools for AI agents to save, search, and connect information.

Silver Price MCP Server

Fetches real-time silver prices and chart images from MCX India via Groww.in, including price metrics, trends, and a base64-encoded PNG chart.

mcp-domains

Enables RDAP domain lookup via ICANN standard, free, no authentication required.

MCP_DesktopCommander

MCP_DesktopCommander

Base64 MCP Server

A simple and efficient MCP server that provides Base64 encoding and decoding functionality for both text and images with support for Data URL format.

powerbi-mcp-local

Local-first MCP server for Power BI Desktop automation. Automate semantic model changes, DAX, Power Query, Excel, and report layout from MCP-capable AI clients.

Zoom MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Zoom API through natural language, auto-generated using AG2's MCP builder.

PubNub MCP Server

A CLI-based Model Context Protocol server that exposes PubNub SDK documentation and Functions resources to LLM-powered tools like Cursor IDE, enabling users to fetch documentation and interact with PubNub channels via natural language prompts.

Risha.ai MCP Server

MCP server for the Risha.ai API enabling authentication, capability discovery, credit balance checks, and generation requests with automatic polling.

Slack MCP Server

A Model Context Protocol server that integrates with Slack API, allowing users to send messages, view channel history, manage channels, send direct messages, and retrieve user lists from Slack workspaces.

Rebrain MCP Server

Enables developers to check system service status, retrieve project documentation, search files, and run whitelisted commands (git, pytest, etc.) securely via natural language.

mcp-server-efi

Enables interaction with Efí Bank's API for PIX payments, charge management, webhooks, and account operations.

local-rt-mcp-server

An MCP server that provides AI tools with relational tech principles, patterns, and the Studio library to guide builders in creating community-centered tools using embedded design.

OpenAPI to MCP Server

A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

Neo4J MCP Server by CData

Neo4J MCP Server by CData

AIShield

Scans MCP servers and AI tools for security risks, providing 4-dimensional scoring and badges, with optional guardrail MCP for auto-protection.

Wiki Analytics Specification MCP Server

Enables AI coding tools to query and validate analytics event specifications maintained as Wiki markdown tables, providing structured access to events, properties, and implementation details through MCP.

GitHub MCP Server

镜子 (jìng zi)

FluxGit MCP Server

Safety-first Git MCP server: 22 read-only tools designed for agent context budgets; writes are proposals approved by a human in the FluxGit desktop app.

rundeck-mcp-server

MCP server enabling AI assistants to manage Rundeck projects, jobs, and executions through a standardized interface.

yt-fetch

An MCP server that enables interaction with the YouTube Data API, allowing users to search videos, get video and channel details, analyze trends, and fetch video transcripts.

Self-Hosted Supabase MCP Server

A Model Context Protocol server that enables interaction with self-hosted Supabase instances, allowing developers to query database schemas, manage migrations, inspect statistics, and interact with Supabase features directly from MCP-compatible development environments.

Autodesk Build MCP Server

Enables AI assistants like Claude to interact with Autodesk Construction Cloud Build platform for construction project management, including issues tracking, RFIs, submittals, and document management through natural language.

elgato-keylight

MCP server for controlling Elgato Key Lights. Enables turning lights on/off, adjusting brightness and color temperature, applying presets, and triggering effects via Claude.

gemini-mcp-server

Enables Claude to analyze codebases, search the web, process images, and brainstorm ideas using Gemini's massive context window.