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Vetted Servers(9120)
ithara-ai-app-day-one-onboarding-solution
by sunny-suzega
This repository is intended to be an AI application onboarding solution, but its specific functionality and implementation details cannot be determined as the source code was not provided for analysis.
This repository is intended to be an AI application onboarding solution, but its specific functionality and implementation details cannot be determined as the source code was not provided for analysis.
Setup Requirements
- ⚠️Source code is missing, thus specific setup requirements, dependencies, or potential friction points (e.g., API keys, specific software versions, Docker) cannot be identified.
- ⚠️A truncated README was mentioned, but no content was provided, limiting context.
Review RequiredView Analysis
remote-mcp-server-authless
by wenchuin89
A serverless Cloudflare Worker acting as a remote endpoint or proxy, potentially for a Minecraft-related service, designed to operate without built-in authentication.
A serverless Cloudflare Worker acting as a remote endpoint or proxy, potentially for a Minecraft-related service, designed to operate without built-in authentication.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires `wrangler` CLI to be installed and configured.
- ⚠️Operates without built-in authentication, necessitating external security considerations for public deployment.
Verified SafeView Analysis
MUSTer_MCP
by ABINETHACKER
Automates interaction with Macau University of Science and Technology (M.U.S.T.) campus systems (Moodle, Wemust) to facilitate tasks like schedule retrieval, course content access, and resource downloads for LLM integration.
Automates interaction with Macau University of Science and Technology (M.U.S.T.) campus systems (Moodle, Wemust) to facilitate tasks like schedule retrieval, course content access, and resource downloads for LLM integration.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Requires a local installation of Chrome browser and its corresponding Chromedriver for Selenium to function.
- ⚠️Installation instructions recommend using `uv` (a fast Python package manager).
- ⚠️Mandatory environment variables: `MUSTER_USERNAME`, `MUSTER_PASSWORD`.
Verified SafeView Analysis
Demonstrates security vulnerabilities and mitigations in Model Context Protocol (MCP) servers for educational purposes.
Demonstrates security vulnerabilities and mitigations in Model Context Protocol (MCP) servers for educational purposes.
Setup Requirements
- ⚠️Contains intentionally vulnerable code: DO NOT use the vulnerable examples in production systems.
- ⚠️Requires Node.js 18+ and TypeScript 5.3+ to run.
Review RequiredView Analysis
MCP-server
by PROGRAMER122223
Provides a Model Context Protocol (MCP) server for basic arithmetic operations (add, subtract, multiply, divide).
Provides a Model Context Protocol (MCP) server for basic arithmetic operations (add, subtract, multiply, divide).
Setup Requirements
- ⚠️Requires Windows Package Manager (winget) for initial setup steps.
- ⚠️Requires NVM for Windows and Node.js for the MCP Model Inspector and possibly the `mcp` CLI tools.
- ⚠️Requires Python 3.13+ for running the server.
Verified SafeView Analysis
mcp-server
by omniagentpay
Serves as a production-ready FastMCP server for AI agents to securely manage wallets and execute payments via OmniAgentPay payment tools.
Serves as a production-ready FastMCP server for AI agents to securely manage wallets and execute payments via OmniAgentPay payment tools.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires configuration with OmniAgentPay payment credentials (CIRCLE_API_KEY, ENTITY_SECRET), which are validated and required in 'prod' environment.
- ⚠️Authentication (MCP_AUTH_TOKEN or MCP_JWT_SECRET) is enabled and required by default; local setup requires generating a token and setting it in `.env` or as an environment variable.
Verified SafeView Analysis
trading-floor-agent
by hao-hoang
An autonomous trading floor application with multiple AI agents making trades and real-time portfolio monitoring.
An autonomous trading floor application with multiple AI agents making trades and real-time portfolio monitoring.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires Polygon API Key (Free for EOD, Paid for Real-time)
- ⚠️Requires Node.js and npm for some MCP servers (Fetch, Brave Search, Memory)
- ⚠️Docker and Docker Compose are highly recommended for deployment
- ⚠️Specific Python versions required (3.10, 3.11, or 3.12)
Verified SafeView Analysis
yahoo-finance-mcp-server
by varunshah3129
Integrate Yahoo Finance data and analytics into AI applications and provide an interactive dashboard for financial queries.
Integrate Yahoo Finance data and analytics into AI applications and provide an interactive dashboard for financial queries.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Requires a local Ollama server running with the `phi3:mini` model downloaded and accessible at `http://localhost:11434`.
- ⚠️The internal `yahoo-finance-mcp` server module must be built (`cd yahoo-finance-mcp && npm install && npm run build`) before running the main HTTP bridge.
- ⚠️For LibreChat integration, the `cwd` path in `librechat-config.json` needs to be manually updated to the server's directory.
Verified SafeView Analysis
figma-mcp-server
by GSNadarajan
Provides a Model Context Protocol (MCP) server to expose Figma design tools to Claude Desktop for design-to-code workflows.
Provides a Model Context Protocol (MCP) server to expose Figma design tools to Claude Desktop for design-to-code workflows.
Setup Requirements
- ⚠️Requires a Figma Personal Access Token for API authentication.
- ⚠️Claude Code's MCP server configuration is project-specific, requiring careful setup or CLI usage per project.
- ⚠️For production use, requires deployment to a hosting service like Render, Railway, or Fly.io.
Verified SafeView Analysis
datalake-mcp-server
by BERDataLakehouse
A FastAPI service enabling AI assistants to interact with Delta Lake tables stored in MinIO through Spark, using the Model Context Protocol (MCP) for natural language data operations.
A FastAPI service enabling AI assistants to interact with Delta Lake tables stored in MinIO through Spark, using the Model Context Protocol (MCP) for natural language data operations.
Setup Requirements
- ⚠️Requires KBase authentication token and 'BERDL_USER' role for access.
- ⚠️Initial login to BERDL JupyterHub is mandatory for user provisioning (MinIO buckets, permissions, namespace isolation).
- ⚠️MinIO credentials must be stored in `/home/{username}/.berdl_minio_credentials` for each user.
- ⚠️Python 3.13+ is required (from `pyproject.toml`).
- ⚠️Building from source requires cloning `spark_notebook_base`, `kube_spark_manager_image`, and `hive_metastore` repositories at the same directory level.
Review RequiredView Analysis
latitude-mcp-server
by yigitkonur
Manages PromptL prompts for Latitude.so, enabling AI-powered prompt lifecycle management including validation, versioning, and execution directly from MCP clients.
Manages PromptL prompts for Latitude.so, enabling AI-powered prompt lifecycle management including validation, versioning, and execution directly from MCP clients.
Setup Requirements
- ⚠️Requires Latitude.so API Key (paid service to execute prompts)
- ⚠️Requires Latitude.so Project ID
- ⚠️Requires Node.js 18.0.0 or higher
Verified SafeView Analysis
mcp-docs-server
by Sri-Manikandan
A Streamlit and FastAPI-based client for an AI agent that uses an LLM to search various technical documentation platforms via web search.
A Streamlit and FastAPI-based client for an AI agent that uses an LLM to search various technical documentation platforms via web search.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid service)
- ⚠️Requires Serper API Key (Paid service for web search)
- ⚠️Requires Python 3.12+