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Vetted Servers(8554)
MCP-Server
by Ektagautammaru
Provides a calculator tool via the Model Context Protocol (MCP) for inter-process communication, typically serving AI agents or other applications requiring specialized tooling.
Provides a calculator tool via the Model Context Protocol (MCP) for inter-process communication, typically serving AI agents or other applications requiring specialized tooling.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) installed.
- ⚠️Designed for inter-process communication via standard input/output (stdin/stdout), not direct network access.
- ⚠️Requires a build tool (e.g., Maven or Gradle) to compile and package the application into a runnable JAR.
Verified SafeView Analysis
mcp-server-ipykernel
by xstraven
This project defines a Python package intended to provide a custom Jupyter kernel named `ipymcp`, enabling interactive execution within Jupyter notebooks for a specific 'mcp' environment.
This project defines a Python package intended to provide a custom Jupyter kernel named `ipymcp`, enabling interactive execution within Jupyter notebooks for a specific 'mcp' environment.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
Verified SafeView Analysis
it_asset_management_mcp_adk_chat_agent
by SudhakarC-hub
Develops an IT Asset Management AI agent that interacts with a backend via Google ADK and Model Context Protocol (MCP) using Streamable HTTP.
Develops an IT Asset Management AI agent that interacts with a backend via Google ADK and Model Context Protocol (MCP) using Streamable HTTP.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires Ollama with Mistral model to be installed and running locally
- ⚠️Requires running three separate components (FastAPI, MCP Server, ADK Agent) in different terminals for full functionality.
Verified SafeView Analysis
lofty-skills
by kratos06
This repository serves as a collection of Claude Code Skill definitions and MCP server configurations, enabling a Claude agent to integrate with a wide array of external services and perform various development, communication, and operational tasks.
This repository serves as a collection of Claude Code Skill definitions and MCP server configurations, enabling a Claude agent to integrate with a wide array of external services and perform various development, communication, and operational tasks.
Setup Requirements
- ⚠️Requires numerous API keys/tokens from various external services (many potentially paid).
- ⚠️Dependent on external MCP servers or local tools (e.g., `@anthropic/mcp-atlassian`, `docker`, `git`, `python3`, `mongosh`, `psql`, `sqlite3`) which need to be installed and configured separately.
- ⚠️Many skill examples rely on `python3 -m json.tool` for convenient JSON output parsing in shell scripts.
Verified SafeView Analysis
lumin-mcp-server
by luminpdf
Enables AI assistants to manage documents, send signature requests, retrieve workspace details, and generate PDFs using Lumin's API services.
Enables AI assistants to manage documents, send signature requests, retrieve workspace details, and generate PDFs using Lumin's API services.
Setup Requirements
- ⚠️Requires a Lumin PDF API Key for authentication (must be obtained from Lumin PDF, sensitive, required).
- ⚠️Requires a Node.js environment (v22.19.2+ is recommended based on package.json) for local execution.
- ⚠️Local execution (`runOnLocal: true`) grants the AI direct read access to the local file system, which is a significant security risk if the AI's input paths are not carefully controlled.
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tomcp
by muchandional
This repository serves as a personal compilation and study guide for data science exercises completed through edX courses.
This repository serves as a personal compilation and study guide for data science exercises completed through edX courses.
Verified SafeView Analysis
mcp_server
by ombhalodiya45
An AI assistant backend built with Node.js that processes user chat messages, utilizes Groq's LLM for tool calling, and integrates with custom Model Context Protocol (MCP) endpoints for external tools like weather, time, currency exchange, and Wikipedia summaries.
An AI assistant backend built with Node.js that processes user chat messages, utilizes Groq's LLM for tool calling, and integrates with custom Model Context Protocol (MCP) endpoints for external tools like weather, time, currency exchange, and Wikipedia summaries.
Setup Requirements
- ⚠️Requires GROQ_API_KEY (paid service, specific model 'llama-3.3-70b-versatile' used)
- ⚠️Requires WEATHER_API_KEY (external service, potential costs/rate limits)
- ⚠️Requires EXCHANGE_API_KEY (external service, potential costs/rate limits)
- ⚠️The MCP Server (mcp-server.mjs) must be running separately on port 4000 for tool functionality (e.g., via `node mcp-server.mjs`)
Verified SafeView Analysis
MCP-Server
by Adityagupta89
Provides two callable tools, 'add-number' and 'get_github_repo', as a server implementing the Model Context Protocol, allowing external models or agents to consume these functionalities.
Provides two callable tools, 'add-number' and 'get_github_repo', as a server implementing the Model Context Protocol, allowing external models or agents to consume these functionalities.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Requires `npm install` to resolve dependencies before building and running.
- ⚠️Requires the TypeScript compiler (`tsc`) to build the source code into JavaScript.
Verified SafeView Analysis
ag-mcp-chat-app
by eagleisbatman
AI-powered mobile farming assistant application with region-specific MCP server integration for providing advice, weather, and diagnosis.
AI-powered mobile farming assistant application with region-specific MCP server integration for providing advice, weather, and diagnosis.
Setup Requirements
- ⚠️Requires `EXPO_PUBLIC_API_KEY` to be set in a `.env` file for API Gateway communication. This key is embedded in the client bundle and is not secure.
- ⚠️Requires `GEMINI_API_KEY` to be set in a `.env` file for running translation scripts (developer tools).
- ⚠️Requires `EXPO_PUBLIC_ONESIGNAL_APP_ID` to be set in a `.env` file for push notification functionality.
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mcp-server-sse-spring
by ross-stockman
This project serves as a template Model Context Protocol (MCP) server, exposing an in-memory service catalog via Server-Sent Events (SSE) for AI agent interaction.
This project serves as a template Model Context Protocol (MCP) server, exposing an in-memory service catalog via Server-Sent Events (SSE) for AI agent interaction.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK)
- ⚠️Requires Maven
Verified SafeView Analysis
awesome-mcp-servers
by umairakrm007
To curate and list Model Context Protocol (MCP) servers, and provide a framework for community contributions to this list.
To curate and list Model Context Protocol (MCP) servers, and provide a framework for community contributions to this list.
Verified SafeView Analysis
icf-mcp-cloudflare
by stayce
Provides programmatic access to the WHO International Classification of Functioning, Disability and Health (ICF) via a Model Context Protocol (MCP) server, primarily for AI agents.
Provides programmatic access to the WHO International Classification of Functioning, Disability and Health (ICF) via a Model Context Protocol (MCP) server, primarily for AI agents.
Setup Requirements
- ⚠️Requires WHO ICD-API credentials (free registration at https://icd.who.int/icdapi)
- ⚠️Requires a Cloudflare account with Workers enabled
- ⚠️Node.js 18+ and npm are required for local development and deployment