Discover Awesome MCP Servers

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

dingtalk-mcp

Dingtalk MCP Server

Education AI MCP

Provides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.

Airthings Consumer MCP Server

Airthings Consumer MCP Server

n8n MCP Server

Enables Large Language Models to interact with n8n automation instances through the Model Context Protocol. Supports workflow management, execution, credentials handling, and security audits through natural language commands.

Vast.ai MCP Server

Enables comprehensive management of Vast.ai GPU cloud instances, including searching for GPU offers, creating and managing instances, executing remote commands via SSH, and monitoring background tasks for ML training workflows.

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.

Financial MCP Server

A custom Model Context Protocol server that provides real-time financial analysis tools including stock monitoring, portfolio management, market summaries, and automated price alerts with Telegram notifications.

Remote Jobs MCP

Remote Jobs MCP

MCP Job Toolkit

An MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more.

Email MCP Server

A Model Context Protocol server that provides email access via IMAP and SMTP, enabling AI agents to read, search, send, and manage emails. It features specialized tools for folder management, message retrieval, and replying to threads through a standardized HTTP/SSE interface.

MCP Domain Availability Server

Enables AI assistants to check domain name availability for single or multiple domains using DNS, RDAP, and WHOIS lookups. It provides detailed registration status including registrar information and expiration dates while supporting bulk checks of up to 50 domains.

PICO-8 MCP Server

An MCP server for analyzing, manipulating, and documenting PICO-8 game carts using the shrinko8 toolkit. It enables users to count tokens, minify code, validate carts, and access API documentation through natural language commands.

Context Engineering MCP Platform

A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.

BigQuery Validator

Enables validation and dry-run analysis of BigQuery SQL queries without execution. Provides cost estimates, schema previews, and syntax validation for BigQuery queries.

op-mcp

An MCP server that provides secure access to 1Password secrets and item management through the 1Password CLI. It enables MCP clients like Claude and Cursor to read, create, edit, and delete password vault items with biometric authentication handled by the 1Password desktop app.

Local Filesystem MCP Server

Enables exploration and search of local filesystems using glob pattern matching to find files and grep to search for text patterns within files.

Vivint Security System MCP Server

Provides read-only access to Vivint home security systems through an unofficial API. Enables monitoring of system status, devices, sensors, cameras, locks, thermostats, and recent events through natural language.

Open Search MCP

A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.

gnomAD MCP Server

Enables AI assistants to query genetic variant data, gene constraints, and population genetics information from the gnomAD (Genome Aggregation Database) through its GraphQL API. Supports searching for genes and variants, retrieving constraint scores, analyzing population frequencies, and accessing genomic coverage data.

capsule-mcp-server

Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.

Local RAG

Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.

GitMCP

Transforms any GitHub repository into a documentation hub for AI assistants, enabling access to up-to-date documentation and code to eliminate hallucinations. Supports repository-specific and dynamic endpoints with smart search capabilities.

aws-pricing-mcp

aws-pricing-mcp

Arcs-MCP

A multi-platform one-click article publishing tool for MCP Service.

MCP Time Server Node

Provides comprehensive time manipulation capabilities including timezone conversions, date arithmetic, business day calculations, duration calculations, and recurring event handling. Enables natural language time queries with high performance and intelligent caching.

Bitbucket MCP Server

An integration server that allows Claude Desktop and other MCP clients to read and query information from Bitbucket repositories, including commits, diffs, branches, pull requests, and file contents.

Windows System MCP

A comprehensive Model Context Protocol server that enables AI assistants to interact with and manage Windows systems, providing capabilities for file system operations, process management, system information retrieval, registry operations, service management, network diagnostics, and performance monitoring.

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.

Salesforce MCP Server

Enables AI agents to perform secure Salesforce Lead management operations including CRUD actions, status updates, and idempotent syncing. It features TRD-compliant audit logging and OAuth 2.0 authentication to ensure reliable CRM interactions.