Discover Awesome MCP Servers

RugCheck AI

On-chain Solana token safety MCP — screens SPL / Token-2022 tokens for rug-pull and honeypot patterns (mint/freeze authority, liquidity, holders, sellability), then executes MEV-protected swaps.

disk-clean-mcp

Enables read-only analysis of local disk usage to identify cleanup targets by size, type, recency, and duplicates.

Lotlytics — Real Estate Market Data

Live real estate market data for 895 US metros. Ask your AI assistant about home prices, rental yields, investment health scores, migration trends, and affordability. Free tier covers top 50 markets (no account needed). Premium tier unlocks all 895 markets, HUD Fair Market Rents, side-by-side market comparison, and filtered market search.

yfinance

A Model Context Protocol (MCP) server that provides comprehensive access to Yahoo Finance data through 18 specialized tools for pricing, financials, options, holders, and news.

spond-no-match-mcp

An MCP server for managing kids' sports activities on Spond. Built for parents who want to give AI assistants access to upcoming matches, training schedules, and attendance.

dependency-remediation-mcp-server

Automates remediation of Java library vulnerabilities by processing a security advisory Excel export, scoping to a Spring Boot Maven app, applying version upgrades to pom.xml, and verifying the build.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

databricks-mcp-server

Provides tools for interacting with Databricks clusters, jobs, and workspace operations via the Model Context Protocol.

Legacy Loop MCP Server

Enables AI assistants to create, manage, and discover family gift registries. Users can add links from Amazon, Target, and more through natural language.

MCP Gateway

A Bun-based gateway that provides self-describing, discoverable APIs for AI agents, restoring the hypermedia pattern of the web. It allows agents to autonomously explore and understand API surfaces through MCP protocol.

MCP Inventario

Enables inventory management through MongoDB with tools for creating, listing, searching, updating, and deleting items and categories. Supports natural language interactions via Groq AI integration.

jira-pilot

Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage Jira issues, sprints, boards, and more. It enables natural language interaction with Jira through the Model Context Protocol.

MCPVault

A universal AI bridge for Obsidian vaults using the MCP standard, enabling any MCP-compatible AI assistant to read and write notes safely.

MCP Outlook Server

Enables sending emails through Microsoft Outlook using the Microsoft Graph API. Provides the missing send-email capability for Agent Builder's Outlook connector with support for both delegated and app-only authentication flows.

MCP Weather Server

Enables AI agents to retrieve real-time weather conditions and forecasts via OpenWeatherMap API. Supports interactive weather queries and travel planning through MCP tools, resources, and prompts.

Helios-9 MCP Server

Provides comprehensive project management capabilities through the Helios-9 API, enabling AI agents to create and manage projects, tasks, initiatives, and documents with full hierarchy support and AI-optimized metadata.

super-loop-mcp

A referee for self-improving AI agent loops that mines past sessions for working workflows, improves them, and never stops until you stop it.

OpenCloudCosts MCP

Anchor AI FinOps to real, live cloud pricing. AWS, GCP & Azure — public list prices and enterprise negotiated rates. No credentials needed for AWS and Azure public pricing.

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

AgentWebSearch-MCP

An MCP server that provides web search and content fetching using real Chrome browsers via CDP, bypassing bot detection and requiring no API keys.

ahk-mcp

Servidor MCP que expone la funcionalidad de AutoHotkey, permitiendo que las interfaces de modelos realicen tareas de automatización en Windows.

SAP Digital Manufacturing (DMC) MCP Server

Enables AI-powered manufacturing operations analysis and automated report generation from SAP DMC, with direct delivery to MS Teams.

blueprint-modular

Read-only catalog of the @blueprint-modular/core design system (104 components). Four tools — list/search/get components and suggest compositions. Public, no auth, Streamable HTTP.

AI-Pentest-MCP

Enables natural-language-driven security testing by orchestrating multiple pen-testing tools through MCP, with automated scan execution and AI-assisted vulnerability summarization.

elasticsearch-mcp

Enables AI assistants to search, analyze, and interact with Elasticsearch through natural language.

reasonix-feishu-mcp

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

Bing Webmaster Tools MCP

Enables to interact with the Bing Webmaster Tools API for managing sites, URLs, sitemaps, and viewing analytics.

Agent Memory MCP

MCP server for agent-maintained memories, allowing creation, reading, updating, deletion, and listing of memories with global or repo scopes.