Discover Awesome MCP Servers

sc-mcp

A read-only MCP server that wraps the Scalable Capital CLI to expose broker data (portfolio, holdings, transactions, analytics, quotes, news) to any MCP-capable client.

MCP Codebase Mentor

An MCP server that acts as an AI mentor for any codebase using dual-layer indexing, enabling codebase initialization, tutorial generation, and semantic search.

Trackings MCP Server

Integrates Claude Desktop with trackings.ai to manage projects, configure keyword scans, and trigger run executions. It allows users to retrieve consolidated keyword results and monitor credit balances through natural language commands.

octave-mcp

MCP server for deterministic document infrastructure, enabling canonical normalization, schema validation, and grammar compilation for structured AI artifacts.

CallRail MCP

CallRail REST API v3 integration with 49 tools — calls, form submissions, transcripts, full CRUD on tags/trackers/companies/users/notifications, plus agency-specific aggregation tools (usage_summary, compare_periods, bulk_update_calls, spam_detector, call_eligibility_check).

UOFastMCP

Enables interaction with U2 UniData/UniVerse databases through MCP tools for file, record, dictionary, and BP program operations, with built-in admin UI, JWT authentication, RBAC, and audit logging.

MCP Server GDB

Espelho de

kolas-mcp

MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KATS. Search calibration / testing / inspection / medical-testing / reference-material-production / proficiency-testing accredited organizations and standards via knab.go.kr + data.go.kr.

Expense Tracker MCP

Enables tracking of personal expenses with tools to add, list, update, delete, and summarize expenses by category.

agent-validator-mcp-server

Enables testing and validation of APIs for AI agent compatibility, providing scores, grades, and actionable recommendations.

Pilot MCP

Connect Claude, Cursor, Windsurf and other AI agents to macOS native apps — Mail, Calendar, Contacts, Reminders, Notes, iMessage, Finder, Safari, OmniFocus, Microsoft Teams, Outlook, OneDrive, Word, Excel, PowerPoint, and PDF. 82 tools. All data stays on your Mac.

Perplexity Web-Search MCP

Enables AI assistants to perform real-time web and academic searches using Perplexity's Sonar API.

Chromadb Fastapi Mcp

Aqui está uma tradução do texto "chromadb を fastapi 化し fastapi-mcp で mcp server として利用": **Tornar o ChromaDB acessível via FastAPI e utilizá-lo como um servidor MCP com fastapi-mcp.** Uma tradução mais detalhada, dependendo do contexto, poderia ser: **Expor o ChromaDB através de uma API FastAPI e integrá-lo como um servidor MCP usando o framework fastapi-mcp.** **Explicação dos termos:** * **chromadb:** Refere-se ao ChromaDB, um banco de dados vetorial. * **fastapi 化 (fastapi-ka):** Significa "tornar algo acessível via FastAPI" ou "criar uma API FastAPI para algo". * **fastapi-mcp:** Refere-se ao fastapi-mcp, um framework para criar servidores MCP (Microservice Control Plane) usando FastAPI. * **mcp server:** Um servidor que faz parte de um Microservice Control Plane, responsável por gerenciar e controlar microsserviços. Portanto, a frase descreve o processo de criar uma API para o ChromaDB usando FastAPI e, em seguida, integrá-lo em um sistema de microsserviços usando o framework fastapi-mcp.

Imagine if you could turn an LLM into a simulator

Servidor MCP do AgentTorch - Imagine se seus modelos pudessem simular

hass-mcp-server

MCP server for full Home Assistant control, enabling AI agents to manage dashboards, automations, files, apps, entities, and more via REST API, WebSocket, and SSH.

agent-guard-mcp

agent-guard-mcp

Weather MCP Server

Provides current weather data and city comparisons for any location with support for metric/imperial units and optional forecasts.

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

linux-mcp-server

Suporte para executar shell no Linux.

AVS Document Search System

A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.

vibecompass-mcp

MCP server that connects AI coding tools to VibeCompass projects for reading context and writing decisions, conflicts, and session notes.

remember-mcp

Multi-tenant memory system MCP server with vector search, relationships, and trust-based access control for AI assistants.

litellm-mcp

MCP server that provides tools to interact with the LiteLLM proxy API, enabling LLM completions, embeddings, image generation, and admin operations.

Monad NFT Launch Tool

An MCP server that helps users create NFT collections, deploy smart contracts to the Monad blockchain, and generate mint websites with Claude AI integration.

MCP Chat

A command-line interface application that enables interaction with LLMs through document retrieval, command-based prompts, and extensible tool integrations using the Model Control Protocol architecture.

Outline MCP Server

Enables querying, searching, and managing documents in an Outline instance via the Model Context Protocol.

nwtools-mcp

Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddress library. Includes CIDR parsing, overlap detection, IP classification, and more.

PyAutoGUI MCP Server

Provides automated GUI testing and control capabilities through an MCP server that enables mouse movements, keyboard input, screen captures, and image recognition across Windows, macOS, and Linux.

Agentify MCP Server

Enables real-time tracking of AI task starts and completions with integrated webhook notifications for monitoring activity. It allows users to log progress and send task-related event data to external services via configurable webhook URLs.

JMeter MCP Server (TypeScript Edition)

Enables AI assistants to programmatically create, execute, and analyze Apache JMeter performance tests. It supports automated bottleneck detection, report generation, and distributed testing management through natural language.