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Vetted Servers(8554)
a2a-aws-strands-mcp
by satishkamavaram
A minimal agent system demonstrating how to integrate LLM agents with external tools (Jira, weather, appointments) via an MCP server and A2A SDK.
A minimal agent system demonstrating how to integrate LLM agents with external tools (Jira, weather, appointments) via an MCP server and A2A SDK.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid service for LLM calls).
- ⚠️Requires two Python servers (MCP and A2A agent) to be run concurrently on different ports (8001 and 10001) for full functionality.
- ⚠️Python 3.10+ is required.
Verified SafeView Analysis
Orangepi-Util-
by WenZH2233
A versatile home voice assistant for controlling various devices via infrared, managing a calendar, playing music, monitoring system status, and integrating with AI services, also functioning as a set-top box.
A versatile home voice assistant for controlling various devices via infrared, managing a calendar, playing music, monitoring system status, and integrating with AI services, also functioning as a set-top box.
Setup Requirements
- ⚠️Requires `wiringPi` for DHT11 temperature sensor, specific to Raspberry Pi/OrangePi hardware setup.
- ⚠️Infrared (IR) control functionality depends on `pyserial` and correct serial port permissions (e.g., `/dev/ttyS1`).
- ⚠️Camera and screenshot functionalities require `opencv-python` and `Pillow` (PIL), and may involve external AI APIs (e.g., ZhipuAI) for analysis, incurring network and potentially computational costs.
- ⚠️Music playback relies on `pygame` and external music search/stream APIs (e.g., `kuwo.cn`, `xiaodaokg.com`).
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MCP_Architecture
by markbsigler
Provides comprehensive architectural guidelines and implementation standards for developing secure, scalable, and maintainable enterprise Model Context Protocol (MCP) servers, enabling AI applications to securely interact with external systems and data sources.
Provides comprehensive architectural guidelines and implementation standards for developing secure, scalable, and maintainable enterprise Model Context Protocol (MCP) servers, enabling AI applications to securely interact with external systems and data sources.
Setup Requirements
- ⚠️Requires Python 3.11+ for local development and build scripts.
- ⚠️Production deployments mandate containerization (e.g., Docker/Kubernetes), HTTP/SSE transport, and external dependencies like PostgreSQL and Redis.
- ⚠️Requires configuration of OAuth 2.1/JWT provider for authentication in production.
- ⚠️Requires API keys or IAM roles for integration with specific AI service providers when using LLM sampling.
Verified SafeView Analysis
any-api
by gloria112
An API gateway for integrating and normalizing requests across multiple AI models like OpenAI Chat, Claude, and Gemini, abstracting away their individual protocols and enabling flexible model routing.
An API gateway for integrating and normalizing requests across multiple AI models like OpenAI Chat, Claude, and Gemini, abstracting away their individual protocols and enabling flexible model routing.
Setup Requirements
- ⚠️Requires deployment as a Cloudflare Worker, not a standalone server.
- ⚠️Requires at least one authentication key (WORKER_AUTH_KEY or WORKER_AUTH_KEYS) configured for clients accessing this gateway.
- ⚠️Requires a comprehensive `ANY_API_CONFIG` environment variable in JSONC format to define upstream AI providers, their base URLs, API key environment variable names, and specific model configurations.
Verified SafeView Analysis
-MCP-Server-with-Gemini-CLI
by sabikahamna
Integrates Google Gemini AI via a Command Line Interface with a Minecraft Protocol (MCP) server environment, likely for enhanced server interactions or content generation.
Integrates Google Gemini AI via a Command Line Interface with a Minecraft Protocol (MCP) server environment, likely for enhanced server interactions or content generation.
Setup Requirements
- ⚠️Requires Google Gemini API Key (Paid)
- ⚠️Assumes familiarity with Minecraft Protocol (MCP) server setup and operation.
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MCP_SERVER_AXON_DB
by circling-booster
Serves user data from a CSV file via FastAPI endpoints, including paginated lists, user lookups, and searches, with a focus on audit logging and Prometheus metrics for a micro-capabilities platform (MCP).
Serves user data from a CSV file via FastAPI endpoints, including paginated lists, user lookups, and searches, with a focus on audit logging and Prometheus metrics for a micro-capabilities platform (MCP).
Setup Requirements
- ⚠️Requires a CSV file to be present at the path specified by the `CSV_FILE_PATH` environment variable.
- ⚠️Requires the `MCP_API_TOKEN` environment variable to be set for API authentication.
Verified SafeView Analysis
MCP_Servers_and_Client
by PawanKumarAgrawal
Provides a basic client-server architecture, likely for a custom application or communication system.
Provides a basic client-server architecture, likely for a custom application or communication system.
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sample-mcp-server
by influx-inc
This server acts as a Model Context Protocol (MCP) server, integrating with external platforms like Intercom to provide dynamic data (user roles, status, orders) and functionality through defined tools and resources.
This server acts as a Model Context Protocol (MCP) server, integrating with external platforms like Intercom to provide dynamic data (user roles, status, orders) and functionality through defined tools and resources.
Setup Requirements
- ⚠️Requires Node.js v18 or higher
- ⚠️Uses `tsx` for direct TypeScript execution (handled by `npx -y`)
Verified SafeView Analysis
mcp-remote
by grooth-se
Connects local Model Context Protocol (MCP) clients to remote MCP servers, acting as a proxy and handling OAuth authentication.
Connects local Model Context Protocol (MCP) clients to remote MCP servers, acting as a proxy and handling OAuth authentication.
Setup Requirements
- ⚠️Requires Node.js v18.0.0 or higher.
- ⚠️Initial OAuth flow requires user interaction (opening a browser to authenticate).
- ⚠️OAuth tokens are stored unencrypted on the local filesystem, which is a security concern for sensitive access tokens.
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MCP-Server-Generator
by Starborn
Automates the creation of production-ready TypeScript or Python MCP servers from simple configuration inputs.
Automates the creation of production-ready TypeScript or Python MCP servers from simple configuration inputs.
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example-mcp-server-python
by koyeb
This server acts as a Model Context Protocol (MCP) endpoint, enabling OpenAI's GPT models via the Apps SDK to interact with and manage a simple to-do list through AI-accessible tools and a UI widget.
This server acts as a Model Context Protocol (MCP) endpoint, enabling OpenAI's GPT models via the Apps SDK to interact with and manage a simple to-do list through AI-accessible tools and a UI widget.
Setup Requirements
- ⚠️Requires Node.js 20+ to run.
- ⚠️Requires access to the OpenAI Apps SDK for full integration.
- ⚠️The MCP endpoint is specifically at '/mcp', not the root URL.
Verified SafeView Analysis
Logistic-MCP-server
by Subhan696
An MCP server to help AI agents manage logistics invoices by fetching emails, downloading attachments, parsing PDFs, and storing structured data.
An MCP server to help AI agents manage logistics invoices by fetching emails, downloading attachments, parsing PDFs, and storing structured data.
Setup Requirements
- ⚠️Requires either `GEMINI_API_KEY` or `OPENAI_API_KEY` (paid services).
- ⚠️CRITICAL: The `ENCRYPTION_KEY` environment variable must be explicitly set to a strong, random 32+ character key to avoid using an insecure default that compromises stored credentials.
- ⚠️IMAP access for email providers like Gmail often requires generating an 'App Password' instead of using your primary account password.