Discover Awesome MCP Servers

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

mysql-mcp-server

Enables natural language interaction with MySQL databases through MCP, supporting SQL execution, schema exploration, and database management via tools, resources, and prompts.

SEFAZ TO: Certidão Negativa de Débitos

Provides a read-only MCP tool to consult official SEFAZ TO negative debt certificates via a hosted, prepaid API.

Tripo CN MCP Server

Integrates Tripo China's 3D AI generation capabilities into the MCP ecosystem, enabling AI agents to create 3D models from text or images, manage tasks, and perform animation pipelines.

Morrow Desk MCP Server

Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP interface with exact lifecycle and authorization controls.

Filesystem MCP Server

Provides MCP tools for reading, listing, writing, searching, watching, and batch-processing files, enabling automated file management and resume matching workflows.

crypto-reverse-mcp

A Model Context Protocol (MCP) server that detects cryptographic algorithms, identifies obfuscation, reconstructs standalone implementations, generates SDKs, and bypasses anti-debugging.

mcp-osv-dev

MCP server for querying Google's Open Source Vulnerabilities (OSV) database. Enables vulnerability lookups by package, version, commit, or ID using natural language via Pipeworx gateway.

TrackLab MCP Ultimate Edition

Turns any AI assistant into a physiological AI running coach by abstracting fitness APIs and exposing 70+ structured analytical MCP tools based on endurance models.

cc98-mcp

cc98-mcp enables AI assistants to search, read, and aggregate posts from the Zhejiang University campus forum CC98, using official read-only API tools.

universal-memory-mcp

Provides any AI CLI tool with long-term memory using a three-tier architecture (sensory, short-term, long-term) for cross-session persistence, fully local and private.

poly-cloud-mcp

Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure, and DigitalOcean by wrapping their CLI tools.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.

vigia-edgar

An always-on engine that watches SEC EDGAR for insider trading (Form 4) and material event (8-K) filings, alerting users through AI agents via MCP tools.

Claude Imagine

A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

jobfinder-mcp

Enables searching job listings, tracking applications, managing resumes, and tailoring resumes to job posts, all locally via MCP.

Agent Abilities for MCP

A free WordPress plugin that turns your site into a governed MCP server, exposing 153 curated WordPress abilities (posts, media, users, WooCommerce, ACF, SEO) as tools for AI agents like Claude and Cursor. Every ability is off by default, scoped to a least-privilege user, capability-gated, and logged.

clover-mcp

MCP server for the Clover POS REST API that gives AI assistants read and safe-write access to a merchant's sales, inventory, orders, and customers.

adf-mcp-server

Provides a read-only MCP interface for Azure Data Factory monitoring and root-cause analysis, with a health check for MCP clients.

vac-product-recommend-mcp

Searches Ctrip group tour products by keyword and filters, recommends top picks by rating/sales/price, and returns Markdown tables with links.

PaidSync MCP Server

Connects Google Ads, Meta Ads, and LinkedIn Ads to AI assistants, enabling natural language ad campaign management, reporting, and optimization across platforms.

Cursor Learn Mode

Enables users to record Windows desktop and browser workflows once and generate replayable Cursor Skills, using Playwright MCP and Windows Computer MCP for semantic, non-coordinate replay.

Hive

Open-source MCP server for collaborative AI agents, providing a shared mailbox, identity model, and notification fabric.

Affilync MCP Server

Enables users to manage affiliate marketing directly within Claude by connecting to the Affilync platform. Affiliates can search campaigns and track earnings, while brands can create campaigns, monitor performance, and manage affiliate applications through natural language.

puregym-mcp

Enables browsing PureGym centers, discovering classes, and managing bookings in Denmark via MCP clients.

mcp-json-reader

MCP server for reading, querying, and filtering local JSON files with extended JSONPath syntax, supporting sorting, aggregations, and complex conditions.

mcp-director

A management tool for Claude Code that optimizes performance by recommending and switching between task-specific MCP profiles. It enables users to dynamically update their configuration to load only the necessary MCP servers for their current session.

Instagram MCP Server

MCP server for Instagram Graph API integration, enabling AI applications to manage Instagram Business accounts: fetch profiles, media, insights, publish content, and handle DMs.