Discover Awesome MCP Servers

AgentPay x402 — Crypto Data Tools for AI Agents

AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.

mcp-server-docker

mcp-server-docker

Swift Test MCP Server

Enables running Swift package tests through the swift test command in specified directories. Provides a secure way for MCP clients to execute Swift tests without requiring full shell access.

Deep Research MCP Server

Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs to gather and aggregate data for high-quality documentation generation. It provides structured JSON outputs for LLMs and includes configurable tools for secure file writing of research findings.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

Atla MCP Server

Versión inicial de un servidor mcp para que los agentes interactúen con los modelos de ATLA.

Arca MCP

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

Rasdaman MCP Server

Enables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.

Browser MCP Server

A universal browser automation server featuring 63 tools for programmatic Chrome control, multi-tab management, and media interaction using Playwright. It enables advanced actions like session recording, performance profiling, and pixel-based interaction through a safe, isolated browser profile.

MCP Data Catalog

An MCP server that provides AI assistants with structured, type-safe access to tabular datasets from CSV files. It enables users to list, describe, and query data using filters and projections with support for hot reloading.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

Telegram Notify MCP Server

Connects VS Code Copilot to Telegram for mobile notifications, interactive approval workflows, and remote command input. Enables users to monitor AI agents, approve sensitive operations, and provide follow-up instructions from their smartphone.

Loom Local MCP Server

Extracts and analyzes key frames from Loom videos or local video files for debugging purposes. Automatically detects scene changes and provides visual context for troubleshooting issues.

Amadeus-QQ-MCP

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

bio-mcp

Here are a few options for translating "MCP server for bioinformaticians and computational biologists," depending on the nuance you want to convey: **More literal:** * **Servidor MCP para bioinformáticos y biólogos computacionales.** (This is a direct translation and likely the most common.) **Slightly more descriptive:** * **Servidor MCP para bioinformática y biología computacional.** (This emphasizes the fields of study rather than the people.) **If you want to emphasize the purpose of the server:** * **Servidor MCP para uso en bioinformática y biología computacional.** (MCP server for use in bioinformatics and computational biology.) **Therefore, the best option depends on the context. However, the first option is generally the safest and most widely understood.**

Databricks MCP Server

A FastAPI-based server that provides tools for local file management and Databricks operations, enabling users to create/edit files locally and interact with Databricks clusters, jobs, and DLT pipelines.

Smart Home MCP Server

Enables control of TP-Link Kasa smart home devices through natural language commands. Supports device control, lighting scenes, room-based organization, and real-time status monitoring for smart plugs and bulbs.

Mobile Development MCP

Este es un MCP diseñado para administrar e interactuar con dispositivos móviles y simuladores.

Exa MCP Server

Connects AI assistants to Exa AI's search capabilities, enabling web search, company research, URL crawling, LinkedIn search, and specialized code search across GitHub repos, documentation, and Stack Overflow for finding relevant coding context and examples.

gitSERVER README Manager

Enables automated README file management for development projects through MCP tools for content creation and summarization, resources for direct file access, and prompts for AI-powered documentation analysis.

duckduckgo-mcp

A MCP server for DuckDuckGo HTML search. Unlike other DuckDuckGo MCP servers, this one isn't just AI slop.

bitbank-mcp-server

Integrates bitbank's cryptocurrency market data with Claude to provide advanced technical analysis, pattern detection, and SVG chart generation. It enables users to perform complex market evaluations using real-time pricing, volatility metrics, and flow analysis through natural language interactions.

USASpending MCP Server

Enables research of federal contract awards, market opportunities, and competitive landscapes using the USASpending.gov API. It provides specialized tools for AI agents to analyze government spending trends, identify incumbents, and search contractor details.

Domain-MCP

A simple MCP server that enables AI assistants to perform domain research including availability checking, WHOIS lookups, DNS record retrieval, and finding expired domains without requiring API keys.

Markdown Sidecar MCP Server

Provides access to markdown documentation for local NPM, Go, and PyPi packages as MCP resources or tools. It enables informed code generation by surfacing documentation directly from a project's working directory.

Azure AI Search Integration

Servidores de protocolo de contexto de modelo para Azure AI Search

OpenCollab MCP

Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.

Artificial Analysis MCP Server

Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.

Brainrot MCP

Automatically plays Subway Surfers gameplay in the background during coding sessions to provide continuous dopamine stimulation. Activates when users start coding conversations and stops when finished, requiring zero manual intervention.

memory-mcp

A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.