Discover Awesome MCP Servers

ViperMCP

A mixture-of-experts visual question-answering server that enables visual grounding, compositional image question answering, and external knowledge-dependent image question answering through code generation and execution. Built on the ViperGPT framework with support for multiple computer vision models including Grounding DINO, SegmentAnything, and GPT-4o.

Energy Monitor MCP Server

Exposes tools to query and analyze energy monitoring sessions stored in CSV files, enabling users to get consumption stats, compare sessions, and view historical data through natural language in Claude Desktop.

simple-mcp

Turns any API into a curated MCP server from a single config file, enabling interaction with APIs through MCP clients like Claude Desktop.

Nimbus MCP Server

Provides live user account lookup tools over HTTP for the Nimbus Furniture platform. Enables AI agents to retrieve customer account details by email or user ID via MCP.

Laundry Timer MCP

Helps plan optimal laundry times by providing access to laundry preferences and real-time weather forecasts, particularly useful for determining when to line-dry clothes.

Cybersecurity AI MCP

Cybersecurity AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

Arthas MCP Proxy

Enables dynamic SSH connection to servers for real-time JVM diagnostics using Arthas, allowing operations like thread dump, heap inspection, and method watching through MCP tools.

totvs-tickets-mcp

A read-only MCP server exposing TOTVS support tickets (Portal do Cliente) as tools for LLMs in Claude Code, Claude Desktop, and Cursor.

arpeio-mcp

Unified MCP server for Arpe.io data tools enabling AI assistants to build, preview, and execute high-performance data commands including database export, transfer, pipeline, and migration.

Climate Peer Comparison

Generates peer comparison reports on emissions trends, reduction targets, and gaps for companies in a given SICS sector/sub-sector using live data from the Climate Data Utility (CDU).

geo-inspector-mcp

Enables inspection of any website's AI-search readiness, checking AI crawler blocks, llms.txt, schema markup, and indexing directives from MCP clients like Claude.

echoledger-mcp

Analyzes live Uniswap V2/V3, Balancer, and Curve stableswap pools for positions, price moves, pool health, rug signals, slippage, and depeg risk, and builds portable State Twins for offline analysis.

my-mcpserver

A production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP, with example tools like a multiply calculator, code review prompt generator, and Red Hat logo tool.

AI Team OS

Turns Claude Code into a self-driving AI company with autonomous CEO, agent teams, and self-improvement capabilities.

Deploy FastAPI on AWS: Fargate & ALB

Running an MCP Server on AWS Fargate on Amazon ECS

arxiv-daily-mcp

Enables searching arXiv papers in Korean, Chinese, Japanese, or English and saving findings to a local Markdown vault through natural language commands.

qrcoding Skill MCP

Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skills, forwarding authenticated requests to manage QR records.

Elenchus MCP Server

An adversarial code verification system that uses a Verifier-Critic debate loop to systematically uncover security, correctness, and performance issues. It implements the Socratic method to provide deep semantic analysis and dialectical reasoning beyond traditional static linting.

worldanvil-mcp-server

MCP server for World Anvil that enables browsing, searching, and managing world content, plus exporting complete copies for migrations or backups.

Conduit

A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches live feed content, deployable on AWS.

garmin-mcp

Enables AI assistants to query live Garmin Connect health and fitness data, including daily metrics, activities, sleep analysis, and trends via natural language.

MySQL MCP Server

Enables connecting to and querying MySQL databases directly from Cursor IDE, with support for executing SQL queries, listing databases and tables, inspecting schemas, and managing connections with SSL and connection pooling.

knocoph

Transforms TypeScript and JavaScript codebases into a persistent code knowledge graph in SQLite, enabling structural codebase navigation via deterministic graph queries without reading source files.

Streamable HTTP Bridge

A bridge server that converts stdio protocol to streamable-http protocol, allowing clients to interact with MCP services over HTTP.

Memory Pickle MCP

Project management and session memory for AI agents that provides 13 tools for tracking projects, tasks, and context during AI coding sessions.

agent-api-gateway-mcp

Structured web extraction MCP server for AI agents. URL + schema to validated product/article/company JSON via Agent API Gateway. Install with npx -y agent-api-gateway-mcp.

Work Email Waterfall MCP Server

Enables finding and verifying work emails for contacts through a waterfall of provider keys, with per-provider cost attribution and verification after each finder.

semantic-context-mcp

An MCP server that gives models semantic context about a data warehouse, including table meaning, units, lineage, and health, to reduce guessing.

SQL Server MCP

A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, Claude Code) to interact with Microsoft SQL Server databases by providing connectivity through environment-configurable connections.