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Vetted Servers(9120)
MCP-Server_for_Xiaozhi
by marco110
Provides real-time vehicle data to an AI agent (Xiaozhi) via the Model Context Protocol (MCP) using a Node.js server.
Provides real-time vehicle data to an AI agent (Xiaozhi) via the Model Context Protocol (MCP) using a Node.js server.
Setup Requirements
- ⚠️Hardcoded API login credentials (`loginName`, `loginPwd`) must be replaced with secure environment variables or a secrets management solution.
- ⚠️A `token.js` file is required in the project root to provide the MCP endpoint token, and its content is not provided in the source.
- ⚠️The external API endpoint `https://gateway-test.wuzheng.com.cn` is a 'test' gateway, which might have access restrictions or be unstable.
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openapi-mcp
by abumalick
Enables LLMs to explore OpenAPI specifications by loading, listing, and detailing API endpoints, parameters, and schemas.
Enables LLMs to explore OpenAPI specifications by loading, listing, and detailing API endpoints, parameters, and schemas.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Only supports OpenAPI 3.x specifications (not Swagger 2.0)
- ⚠️Potential for Server-Side Request Forgery (SSRF) if openapi_load is used with untrusted URLs in an insecure environment.
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mcp-image-recognition-py
by glasses666
A Python-based MCP server for image recognition leveraging various large language models to describe images or answer questions about them.
A Python-based MCP server for image recognition leveraging various large language models to describe images or answer questions about them.
Setup Requirements
- ⚠️Requires API Keys for commercial LLMs (Google Gemini, OpenAI, Alibaba Cloud DashScope, Volcengine Ark) which may incur costs.
- ⚠️Requires Python 3.10 or higher.
- ⚠️Manual configuration of API keys in the `.env` file is necessary after setup.
- ⚠️The server processes local file paths as image input; ensure proper access controls in a shared environment.
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open-bridge
by htooayelwinict
A lightweight MCP server enabling AI coding assistants to interact with the OpenRouter API for various coding tasks.
A lightweight MCP server enabling AI coding assistants to interact with the OpenRouter API for various coding tasks.
Setup Requirements
- ⚠️Requires an OpenRouter API Key, which typically involves usage-based costs from OpenRouter.
- ⚠️Requires Python 3.10 or newer.
- ⚠️The recommended installation method uses 'uvx', which might require an additional installation step for users unfamiliar with it.
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notion-mcp-server
by miriamtoca-ui
This server acts as a Model Context Protocol (MCP) endpoint, enabling agents to interact with Notion for document management, including creating, retrieving, and updating entries, and provides a direct `/ingest` endpoint for data entry.
This server acts as a Model Context Protocol (MCP) endpoint, enabling agents to interact with Notion for document management, including creating, retrieving, and updating entries, and provides a direct `/ingest` endpoint for data entry.
Setup Requirements
- ⚠️Requires NOTION_TOKEN environment variable (from a Notion integration).
- ⚠️Requires NOTION_DATABASE_ID environment variable (from a Notion database, critical to avoid using hardcoded default).
- ⚠️Requires a Notion integration to be set up with appropriate permissions to the target database(s).
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rusty-intervals-mcp
by like-a-freedom
An MCP server for Intervals.icu, enabling LLMs (like Claude and VSCode Copilot) to access and analyze athlete training data, wellness metrics, and performance.
An MCP server for Intervals.icu, enabling LLMs (like Claude and VSCode Copilot) to access and analyze athlete training data, wellness metrics, and performance.
Setup Requirements
- ⚠️Requires a valid Intervals.icu API Key.
- ⚠️Requires your Intervals.icu Athlete ID.
- ⚠️Requires Rust 1.92+ and Cargo, or Docker, for execution.
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mcp-payment-server
by Angelxd0714
Processes and manages financial payments within a server environment.
Processes and manages financial payments within a server environment.
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mcp-server
by lightningfaucet
Enables AI agents to manage Bitcoin wallets on the Lightning Network, supporting payments, invoicing, and L402 protocol access for AI economic autonomy.
Enables AI agents to manage Bitcoin wallets on the Lightning Network, supporting payments, invoicing, and L402 protocol access for AI economic autonomy.
Setup Requirements
- ⚠️Requires a Lightning Faucet API key, which can be obtained via self-registration using the `register_operator` tool, or pre-configured as an environment variable.
- ⚠️Relies on the external Lightning Faucet service (lightningfaucet.com) for all transaction processing and wallet management.
- ⚠️Requires Node.js version 18.0.0 or higher to run.
Verified SafeView Analysis
xiaoya-teacher-mcp-server
by Sav1ouR520
Educational management for teachers, integrating with AI assistants via MCP to manage resources, create questions, and track tasks.
Educational management for teachers, integrating with AI assistants via MCP to manage resources, create questions, and track tasks.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires authentication credentials (XIAOYA_ACCOUNT/XIAOYA_PASSWORD or XIAOYA_AUTH_TOKEN) to be set via environment variables or HTTP headers.
- ⚠️Specifically designed for the '小雅智能教学平台' (xiaoya intelligent teaching platform) due to hardcoded API endpoints and client IDs.
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mcp-server
by namphuongtran
Provides a framework for managing, interacting with, and inspecting model context and related knowledge bases using the Model Context Protocol.
Provides a framework for managing, interacting with, and inspecting model context and related knowledge bases using the Model Context Protocol.
Setup Requirements
- ⚠️Requires Docker and Docker Compose installed.
- ⚠️Requires `OUTLINE_API_KEY` environment variable.
- ⚠️Requires `MCP_PROXY_AUTH_TOKEN` environment variable.
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Kopi-af-MCP-server
by MagnusMax-tech
A simple web application and API for students to view and sign up for extracurricular activities at a high school.
A simple web application and API for students to view and sign up for extracurricular activities at a high school.
Setup Requirements
- ⚠️Data is stored in-memory and will be reset when the server restarts.
- ⚠️The provided `src/README.md` suggests running with `python app.py`, but a FastAPI application is typically run using Uvicorn, e.g., `uvicorn app:app --host 0.0.0.0 --port 8000` to start the server properly.
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mcp-server
by joelab1224
A multi-tenant server designed to dynamically load, compile, and execute AI tools (like user profiling and text analysis) within a sandboxed environment, exposing them via an API.
A multi-tenant server designed to dynamically load, compile, and execute AI tools (like user profiling and text analysis) within a sandboxed environment, exposing them via an API.
Setup Requirements
- ⚠️Requires MongoDB connection via MONGODB_URI and DATABASE_NAME environment variables.
- ⚠️Default API_KEY and ADMIN_API_KEY environment variables are hardcoded ('dev-key-123', 'admin-key-123') and should be changed for production.
- ⚠️Requires a modern Python version (likely 3.7+) due to asyncio usage.