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Vetted Servers(8554)
terpene-mcp-server
by dmarsters
A FastMCP server providing deterministic mapping of terpene compounds to visual parameters for image generation, including temporal stages and master prompts for LLM fusion.
A FastMCP server providing deterministic mapping of terpene compounds to visual parameters for image generation, including temporal stages and master prompts for LLM fusion.
Setup Requirements
- ⚠️Requires the 'fastmcp' framework to be installed via pip.
- ⚠️Production deployment is specifically designed for 'FastMCP Cloud' platform, which might require specific infrastructure or account setup for broader cloud deployments.
Verified SafeView Analysis
mcp_server
by wfnian
Provides real-time and historical weather, air quality, and time information via an MCP server, integrating with external APIs.
Provides real-time and historical weather, air quality, and time information via an MCP server, integrating with external APIs.
Setup Requirements
- ⚠️Requires Python 3.9+ for 'zoneinfo' module.
- ⚠️Relies on external Open-Meteo Weather and Air Quality APIs (free tier available with potential usage limits).
- ⚠️City names for weather and air quality lookups must be in English for proper geocoding.
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mcp-browse-me
by gmunumel
A simple Model Context Protocol (MCP) 'Hello World' application demonstrating basic client-server communication with an AI agent capable of using tools and maintaining state.
A simple Model Context Protocol (MCP) 'Hello World' application demonstrating basic client-server communication with an AI agent capable of using tools and maintaining state.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires Docker and Docker Compose for database (PostgreSQL/SQLite) and optional vector memory (ChromaDB).
- ⚠️Requires an OpenAI API Key for AI Agent functionality (paid service).
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gemini-workflow-bridge-mcp
by hitoshura25
Facilitates advanced software development workflows by bridging Claude Code's reasoning with Gemini CLI's context compression for codebase analysis, specification, review, and documentation.
Facilitates advanced software development workflows by bridging Claude Code's reasoning with Gemini CLI's context compression for codebase analysis, specification, review, and documentation.
Setup Requirements
- ⚠️Requires Gemini CLI (installed via npm) and prior authentication.
- ⚠️Requires Python 3.11+.
Verified SafeView Analysis
my_mcp_employee_server
by sattiPavan1999
Provides a micro-tool server for managing employee records (CRUD operations) via an MCP API.
Provides a micro-tool server for managing employee records (CRUD operations) via an MCP API.
Setup Requirements
- ⚠️The 'mcp' CLI tool must be installed globally or available in the PATH to use 'mcp install' and 'mcp dev'.
- ⚠️The 'init_db.py' script must be run manually once to create the 'employees.db' file and its schema before the server can operate correctly, which is not explicitly mentioned in the README's server run instructions.
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intervals-icu-mcp
by dballinger
Integrates with the intervals.icu API to access and manage athlete training data through a Model Context Protocol (MCP) server.
Integrates with the intervals.icu API to access and manage athlete training data through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires an Intervals.icu API Key (obtained from intervals.icu settings)
- ⚠️Requires an Intervals.icu Athlete ID (found in intervals.icu URL)
- ⚠️Requires Node.js and a build step (`npm run build`) before execution
- ⚠️Requires manual configuration in Claude Desktop's `claude_desktop_config.json`
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simple-ai-chat-mcp-connection
by dumitrubogdanmihai
A simple AI chat interface connected to an MCP server for inspecting and troubleshooting AI API requests and tool usage.
A simple AI chat interface connected to an MCP server for inspecting and troubleshooting AI API requests and tool usage.
Setup Requirements
- ⚠️Requires an OpenAI API Key (which is a paid service).
- ⚠️Requires the local MCP server to be running in conjunction with the frontend application for full functionality (managed by `npm run dev:all`).
- ⚠️Manual entry of MCP connection configuration in the UI requires valid JSON input for server details.
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baremcp
by barecommerce-core
Manage BareCommerceCore e-commerce stores using AI assistants via the Model Context Protocol (MCP).
Manage BareCommerceCore e-commerce stores using AI assistants via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Bun runtime (v1.x+) for optimal performance, though Node.js is a fallback.
- ⚠️Manual configuration of the MCP client (e.g., editing `claude_desktop_config.json`) is necessary for client discovery.
- ⚠️Authentication uses an interactive browser-based OAuth Device Flow, requiring user interaction if `BARECOMMERCE_API_KEY` is not pre-configured.
Verified SafeView Analysis
starling-bank-mcp
by domdomegg
Integrate AI systems with Starling Bank API to manage accounts, view transactions, and initiate payments.
Integrate AI systems with Starling Bank API to manage accounts, view transactions, and initiate payments.
Setup Requirements
- ⚠️Requires a Starling Bank personal access token with appropriate scopes.
- ⚠️Requires Node.js installed to run via npx or directly.
- ⚠️Advanced setup for payment functionality requires generating ECDSA keys, uploading public keys to Starling Developer Portal, and providing the private key to the server.
- ⚠️If using HTTP transport, external authentication/security (e.g., a reverse proxy) is critical as the server itself lacks built-in authentication for this mode.
Verified SafeView Analysis
flight_agent
by fw2274
A multi-agent system enabling voice or text-activated flight searches using LLMs, real-time APIs, and local speech recognition.
A multi-agent system enabling voice or text-activated flight searches using LLMs, real-time APIs, and local speech recognition.
Setup Requirements
- ⚠️Requires Rust to build the local voice-to-text MCP server.
- ⚠️Requires a functional microphone for voice input.
- ⚠️Requires Amadeus API credentials (free tier available, but registration needed).
- ⚠️Requires a Google API key for Gemini LLM calls (free tier available, but registration needed).
- ⚠️Requires downloading a Whisper AI model (~75MB-466MB disk space).
Verified SafeView Analysis
mcp-dst
by Darkstar326
An MCP server that exposes Danmarks Statistik's API as programmable resources for integration with Large Language Models and AI applications, enabling natural language data analysis.
An MCP server that exposes Danmarks Statistik's API as programmable resources for integration with Large Language Models and AI applications, enabling natural language data analysis.
Setup Requirements
- ⚠️Requires Python 3.9+
- ⚠️Requires `mcp`, `requests`, `pydantic`, `httpx` Python packages
Verified SafeView Analysis
hoopie-infra
by ruibrasfernandes
Provides a backend infrastructure for a service, likely integrating with AI models for server management or related tasks.
Provides a backend infrastructure for a service, likely integrating with AI models for server management or related tasks.
Setup Requirements
- ⚠️Requires Python (version likely specified in .python-version file)
- ⚠️Requires 'uv' for dependency management (uv sync or uv install)
- ⚠️Requires Anthropic Claude API Key (Paid service)