Discover Awesome MCP Servers

NegativeEV

Grades sports bets against thousands of play-by-play simulations, reporting simulated probability, implied probability, and edge.

LATAM Intelligence MCP

Provides business intelligence, compliance tools, and economic data for Latin America, including Brazilian company lookups, tax ID validation for multiple countries, and economic indicators from official government sources.

mimo-free-api-mcp

OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enabling search and vision capabilities in clients like Claude and Cursor.

Swiss Law Local Search

Provides offline full-text search across 35,000+ Swiss laws from all cantons and federal level using SQLite FTS5 indexing. Enables querying laws, articles, and metadata through natural language.

CHARLIE

Unified knowledge management and agent orchestration MCP server for Claude Code that remembers project patterns, assigns specialist agents, loads relevant knowledge into prompts, and tracks work across sessions to save time and reduce costs.

rei-memory-mcp

Read-only MCP server that lets Claude/Rei query a curated SEED_KERNEL repository of over 1,677 theories via full-text search, ID lookup, or STEP metadata.

bookstack-mcp

HTTP MCP server enabling LLMs to search, create, read, update, and delete BookStack entities (books, chapters, pages, shelves) using API tokens.

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.

@debugai/mcp

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

MPT AP e PA: Certidão Negativa de Feitos

Enables querying official negative certificates (Certidão Negativa de Feitos) from the Brazilian Labor Prosecutor (MPT) for Amapá and Pará through a read-only MCP server.

figma-bridge

An MCP server that bridges Claude to Figma, enabling read access via REST and full create/edit capabilities through the Figma Plugin API over a local WebSocket.

RepoPilot MCP Server

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

Thunderbird MCP

Enables AI agents to control Thunderbird directly, including mail, folders, contacts, calendar, filters, and settings, through its own internals.

Swarmrails MCP

Enables interaction with various Bittensor subnets and SharpSignal prediction market intelligence directly from AI assistants like Claude. It supports diverse capabilities including text generation, image/video creation, forecasting, and 3D asset generation using a pay-as-you-go model via USDC on the Base blockchain.

RAG-Anything MCP Server

An MCP server for document parsing, ingestion, query (including multimodal), and lightweight knowledge graph inspection, enabling RAG workflows via the Model Context Protocol.

Currency MCP Agent

Local service for currency rates and conversion using MCP and agent layer. Accepts user requests, selects appropriate tool, and returns structured responses.

Charlotte-Mecklenburg MCP Server

An MCP server that exposes Charlotte, NC and Mecklenburg County open data as tools for an LLM agent, enabling queries about trash pickup, parcels, zoning, crime, and more by geocoding addresses and querying live ArcGIS layers.

VISA Dispute Advisor

Helps merchants resolve credit card disputes by searching VISA guidelines and checking dispute history to generate structured recommendations.

Kokkai Minutes MCP Agent

Provides a structured interface to the Japanese National Diet Library's parliamentary proceedings API, allowing AI models to search and retrieve Diet meeting records and speeches.

defcon-mcp-server

Enables AI tools to play the game DEFCON by providing tools to communicate with the game, analyze game state, and issue commands such as placing structures, moving fleets, and launching nukes.

Weavatrix

Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.

Form.io MCP Server

Enables AI assistants to interact with Form.io's API to create, read, update, and manage forms using natural language. Includes safety guardrails to protect existing forms and supports real-time form previews.

Gemini Image MCP Server

Enables image generation and editing using Google Gemini AI with support for multiple aspect ratios, context images, custom styles, and watermark overlays. Optimized for creating social media content with automatic file saving and flexible output configuration.

mcp-trigger

Servidor MCP para gatilho.

JUCESP: Lista de Documentos

Lists archived company documents from the JUCESP registry using a NIRE number, accessible via MCP over HTTP with a single read-only tool.

DataBursatil MCP Server

Enables querying Mexican stock market data (BMV, BIVA) including issuers, intraday quotes, historical prices, financials, indices, rates, currencies, commodities, and news through natural language.

Medicine Carousel MCP Server

Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel interface and provides authenticated user profile access through OAuth 2.1 integration with AWS API Gateway.

mcp-server-chart

A monorepo hosting multiple MCP servers, including a TypeScript chart server that generates AntV visualization specs, a Python chart sibling, and an AWS ECS MCP server for container management.