Discover Awesome MCP Servers

PocketBase MCP Server

Enables MCP-compatible applications to directly interact with PocketBase databases for collection management, record operations, schema generation, and data analysis.

pytest-mcp-server

MCP server for debugging pytest failures, allowing users to register test failures, apply systematic debugging principles, and analyze failure patterns.

human-delegation

An MCP server that enables agents to delegate asynchronous tasks to registered humans, with support for threaded conversation, result review, and delivery via web, email, or Telegram.

lark-mcp

Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks like document processing, chat management, and calendar scheduling.

mcp-nasa-power

MCP server for NASA POWER climate data, offering a climatology tool to retrieve long-term monthly averages for any coordinate. Supports natural language queries through the Pipeworx gateway.

Natal IBGE MCP Server

Provides AI models with direct access to official IBGE Censo 2022 and PIB data for Natal (RN), including neighborhood-level demographics, sanitation, and comparisons.

Gmail Local MCP

Local stdio MCP server that mirrors the public Gmail MCP server tool surface while calling the Gmail REST API directly, enabling email management tasks like creating drafts, searching threads, and managing labels.

FLUX MCP Server

Exposes Replicate's FLUX image generation models to Claude, enabling text-to-image generation, image variations, inpainting, and edge-guided creation with 6 different FLUX models.

openpulsechain

PulseChain on-chain analytics for AI agents. 20 tools: token safety scores (0-100, A-F), honeypot detection, whale tracking, smart money feed, scam alerts, DEX volume, bridge stats, holder leagues. 11 free + 9 pro with API key.

Akebono MCP

Provides scored and reasoned Kyoto temple data optimized for AI travel agents to deliver personalized recommendations based on natural language queries. It enables agents to retrieve detailed temple information including historical significance, pricing, and crowd levels.

legal-mcp

Enables US case law search, citation parsing, practice management via Clio, and federal court filings through PACER.

Danbooru-Turso MCP Server

Collects and stores Danbooru character data in a Turso cloud database with automatic pagination and upsert functionality for managing anime character post information.

QuantData MCP Server

Provides AI agents with access to real-time and historical SPX 0DTE options market data from QuantData. It enables analysis of market indicators like gamma exposure walls, net drift, max pain, and trade side statistics through natural language.

openreview-mcp

MCP server for searching and retrieving submissions, reviews, meta-reviews, rebuttals, and decisions from OpenReview venues like NeurIPS and ICLR, enabling peer review analysis.

web-search-mcp

Provides web and image search using the Doubao (Volcengine) API with configurable parameters.

gpkg-mcp

A knowledge graph MCP server for Moleculer and Go microservice projects that scans codebases, extracts service metadata, seeds Neo4j, and exposes tools for LLM clients to query and understand service architecture.

cg-agent-kit

Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

Claude Code Feishu Channel

MCP server that pushes Feishu (Lark) messages to Claude Code sessions and allows Claude to reply directly in Feishu.

Ultimate-MCP-Server

Provides a suite of tools like agent orchestration and token optimization for Claude

Google Drive MCP Server

Enables comprehensive Google Drive integration through MCP, supporting file management, content operations, permission handling, commenting, version control, and shared drive management through natural language interactions.

mcp-security-compliance

Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53, OWASP ASVS, NIST SSDF) into AI-assisted development, offering control lookups, cross-framework mappings, build-time guardrails, and automated audit evidence generation.

BRS Signals MCP Server

Provides real-time Bitcoin market regime detection by fusing on-chain, derivatives, and absence sensors into a convergence score, enabling AI agents to make informed trading decisions.

MCP FastAPI Chart Server

Generates matplotlib charts via a FastAPI service, supporting line, bar, scatter, and pie charts with customizable labels and data.

Gemini RAG MCP Server

Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).

dotdog

Enables AI agents to query and traverse spec genomes via MCP tools, providing structured access to entities, relationships, and graph data.

mcp-http-proxy

Un servidor proxy HTTP/SSE para aplicaciones del Protocolo de Contexto de Modelos (MCP) que utilizan stdio. Admite comandos JSON-RPC sin procesar a través de HTTP e implementa la comunicación directa stdio sin un SDK de MCP.

NHL Scores MCP Server

An MCP Server that provides access to NHL (National Hockey League) scores and statistics via the SportsData.io NHL v3 Scores API.

UUID AI MCP

Generates UUID, ULID, and NanoID identifiers via MCP protocol.

weather-mcp-server

A minimal MCP server that provides weather data using Open-Meteo API, designed as a teaching tool for improving AI agent tool interfaces.

Formula One MCP Server

A Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.