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Vetted Servers(8554)
renfe_mcp_server
by SaberMaple1
Access real-time Spanish Renfe train schedules and live prices using web scraping and GTFS data.
Access real-time Spanish Renfe train schedules and live prices using web scraping and GTFS data.
Setup Requirements
- ⚠️Requires Python 3.12 or later.
- ⚠️Requires an active internet connection to fetch live data and GTFS updates.
- ⚠️API Key is required for authentication if enabled (can be generated using `python -m renfe_mcp.security generate-key`).
Verified SafeView Analysis
MCP-Crypto-Server
by Niraj-82
Retrieve and analyze cryptocurrency market data from various exchanges for trading bots, AI agents, and analytics dashboards.
Retrieve and analyze cryptocurrency market data from various exchanges for trading bots, AI agents, and analytics dashboards.
Setup Requirements
- ⚠️Requires an active internet connection to fetch real-time and historical market data from external cryptocurrency exchanges.
- ⚠️Dependencies listed in requirements.txt (FastAPI, uvicorn, ccxt, pandas, pydantic, prometheus_client) must be installed.
Verified SafeView Analysis
ai-fit-tracker
by zitaharry
A fitness tracking mobile and web application built with Expo and React Native, utilizing Sanity as a headless CMS and Clerk for user authentication.
A fitness tracking mobile and web application built with Expo and React Native, utilizing Sanity as a headless CMS and Clerk for user authentication.
Setup Requirements
- ⚠️Requires Clerk account setup for authentication, involving API key configuration (typically as environment variables like EXPO_PUBLIC_CLERK_PUBLISHABLE_KEY).
- ⚠️Requires a Sanity CMS project (as configured with projectId '3wfl5398' and dataset 'production') with 'exercise' and 'workout' schemas defined.
- ⚠️Requires a Node.js and Expo development environment for local development and build processes.
Verified SafeView Analysis
mcp-ocr-server
by Ricardo-M-L
Provides a production-grade OCR server for text recognition from images, featuring intelligent preprocessing and integration with the Model Context Protocol (MCP).
Provides a production-grade OCR server for text recognition from images, featuring intelligent preprocessing and integration with the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires manual installation of system dependencies (Tesseract OCR 4.0+, OpenCV 4.5+, pkg-config, and Tesseract language packs) specific to the operating system (macOS/Homebrew, Ubuntu/apt, CentOS/yum). Automated scripts are provided but still require elevated permissions.
- ⚠️CGo-based compilation for GoCV and Gosseract can lead to complex build environments and potential linking issues with C/C++ system libraries if `PKG_CONFIG_PATH` or dynamic library paths are not correctly configured.
- ⚠️The `TESSDATA_PREFIX` environment variable might need to be explicitly set to the Tesseract language data directory for the OCR engine to locate required files, overriding default system paths or configuration.
Review RequiredView Analysis
MyMcpServer
by viktortat
A C# project template for building and publishing self-contained Model Context Protocol (MCP) servers as NuGet packages, enabling AI assistants like Copilot Chat to use custom tools.
A C# project template for building and publishing self-contained Model Context Protocol (MCP) servers as NuGet packages, enabling AI assistants like Copilot Chat to use custom tools.
Setup Requirements
- ⚠️Requires .NET SDK for local development.
- ⚠️Publishing to NuGet.org requires a NUGET_API_KEY and a NuGet.org account.
- ⚠️Requires specific IDE configuration (.mcp.json or .vscode/mcp.json) to integrate with Copilot Chat.
- ⚠️The template is currently in an early preview stage, which may imply instability or changing APIs.
Verified SafeView Analysis
expense-tracker-mcp-server
by manojkumarjanapati
This repository contains various Data Structures and Algorithms implementations in Java for learning and practice purposes.
This repository contains various Data Structures and Algorithms implementations in Java for learning and practice purposes.
Setup Requirements
- ⚠️Java Development Kit (JDK) required
Verified SafeView Analysis
MCP_SERVER
by AnuruddhaPaul
Retrieves and cleans official documentation for specified AI/Python ecosystem libraries using web search and LLM-based content extraction.
Retrieves and cleans official documentation for specified AI/Python ecosystem libraries using web search and LLM-based content extraction.
Setup Requirements
- ⚠️Python 3.11+ is required.
- ⚠️Requires 'uv' package manager to be installed.
- ⚠️Requires `SERPER_API_KEY` (Serper.dev is a paid API for Google-like search).
- ⚠️Requires `GROQ_API_KEY` (Groq API for LLM cleaning, which incurs costs).
Verified SafeView Analysis
Mcp-Server
by Pavel-K-Group
Facilitates integration of modular AI tools with client applications using the Model Context Protocol, specifically for productivity and task management within a 'Timelix' context.
Facilitates integration of modular AI tools with client applications using the Model Context Protocol, specifically for productivity and task management within a 'Timelix' context.
Setup Requirements
- ⚠️Requires an external PostgreSQL database with specific schema (e.g., 'Timelix').
- ⚠️Requires Telegram Bot Token and Chat ID to use the `sendTelegramMessage` tool.
- ⚠️Relies on external authentication/authorization for `userId`, `agentId`, and `todoListId` provided via query parameters; insecure if exposed directly to untrusted clients.
Verified SafeView Analysis
jotty-mcp-server
by JR33D
An MCP server to connect Claude Desktop to the Jotty REST API, enabling language models to interact with user checklists and notes.
An MCP server to connect Claude Desktop to the Jotty REST API, enabling language models to interact with user checklists and notes.
Setup Requirements
- ⚠️Requires a running Jotty REST API instance for data operations.
- ⚠️Requires `JOTTY_API_KEY` (for Jotty API) and `API_KEY` (for MCP server HTTP transport) environment variables to be set.
- ⚠️Node.js 20+ is required, as specified in `package.json`.
Verified SafeView Analysis
remote-mcp-server-authless-1
by whiskyCavalier
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers to expose simple arithmetic tools without requiring authentication.
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers to expose simple arithmetic tools without requiring authentication.
Setup Requirements
- ⚠️Requires a Cloudflare account and configured `wrangler` CLI for deployment.
- ⚠️The server is 'authless'; publicly deploying it means anyone can use the exposed calculator tools.
Verified SafeView Analysis
MCP-Client-Cli
by SouravMishra-MS
A command-line client for interacting with Model Context Protocol (MCP) servers, enabling AI-powered tool calling and multi-turn conversations.
A command-line client for interacting with Model Context Protocol (MCP) servers, enabling AI-powered tool calling and multi-turn conversations.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Azure OpenAI API credentials (endpoint, API key, deployment name) required for LLM interaction (paid service)
- ⚠️External dependencies installed via `uv` or `pip`
Verified SafeView Analysis
nowledge-mem
by Reneeviolent774
Manages and tracks different contexts and memories, potentially within the scope of AI interactions or knowledge graphs.
Manages and tracks different contexts and memories, potentially within the scope of AI interactions or knowledge graphs.
Setup Requirements
- ⚠️Requires running an unverified executable downloaded from a raw GitHub link, posing a significant security risk.