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Vetted Servers(8554)
copilot-mcp-server
by x51xxx
Connects an MCP-compatible client (like Claude Code) to GitHub Copilot CLI for automated code analysis, review, refactoring, and brainstorming.
Connects an MCP-compatible client (like Claude Code) to GitHub Copilot CLI for automated code analysis, review, refactoring, and brainstorming.
Setup Requirements
- ⚠️Requires GitHub Copilot CLI (which necessitates a GitHub Copilot subscription - paid).
- ⚠️Requires Node.js (v18.0.0 or higher).
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, Claude Code).
Verified SafeView Analysis
mcp-server
by axel-rogg
This project functions as a server application, designed to handle network requests and manage various operations, potentially related to a specific protocol or game.
This project functions as a server application, designed to handle network requests and manage various operations, potentially related to a specific protocol or game.
Review RequiredView Analysis
solx402-mcp-server
by Stopera
The SOLx402 MCP server enables AI assistants to interact with the x402 payment protocol on the Solana blockchain, facilitating service discovery, consumption, USDC payments, and access to Solana development resources.
The SOLx402 MCP server enables AI assistants to interact with the x402 payment protocol on the Solana blockchain, facilitating service discovery, consumption, USDC payments, and access to Solana development resources.
Setup Requirements
- ⚠️Requires a Base58-encoded Solana wallet private key for operations, which is critically exposed via URL query parameters.
- ⚠️Requires a Solana RPC URL for network interactions.
- ⚠️MCP client integrations require a minimum request timeout of 60,000ms (60 seconds) to prevent transaction failures.
Review RequiredView Analysis
finsliparn
by jgabor
An iterative coding agent that refines LLM-generated code through test-driven validation and multi-attempt selection using Git worktrees.
An iterative coding agent that refines LLM-generated code through test-driven validation and multi-attempt selection using Git worktrees.
Setup Requirements
- ⚠️Requires Bun v1.3+ to be installed.
- ⚠️Requires Git to be installed and the project to be a Git repository (uses Git worktrees).
- ⚠️Operates by creating and managing Git worktrees and branches within the project directory.
Verified SafeView Analysis
simple_mcp_server
by sbsdbs
This server integrates the Star Wars API (SWAPI) into the Model Context Protocol (MCP) framework, enabling AI models like Claude Desktop and MCP Inspector to interact with Star Wars data as a tool or resource.
This server integrates the Star Wars API (SWAPI) into the Model Context Protocol (MCP) framework, enabling AI models like Claude Desktop and MCP Inspector to interact with Star Wars data as a tool or resource.
Setup Requirements
- ⚠️Requires Node.js (v18+) and npm to be installed on the system.
- ⚠️The `npm run build` command must be executed once to compile TypeScript to JavaScript before running the server.
- ⚠️The Linux installation instructions provided in the README are incorrect and should not be followed; refer to the `package.json` scripts for proper setup.
Verified SafeView Analysis
mbta-mcp
by cubismod
An MCP (Model Context Protocol) server providing AI clients with real-time and historical access to Boston's public transit data (MBTA, Amtrak) and track predictions.
An MCP (Model Context Protocol) server providing AI clients with real-time and historical access to Boston's public transit data (MBTA, Amtrak) and track predictions.
Setup Requirements
- ⚠️Requires `uv` package manager for easiest installation and execution.
- ⚠️Python 3.11 or newer is required.
- ⚠️An `MBTA_API_KEY` is highly recommended for full features and higher rate limits (obtainable from api-v3.mbta.com).
- ⚠️Relies on several external, non-MBTA APIs for certain features (e.g., IMT Track Prediction API, Boston Amtrak Tracker API), whose availability and performance are outside the control of this server.
Verified SafeView Analysis
agentic-ai-mastery-portfolio
by ThomasJamesTaylorWork
The source code for this project was not provided, thus its intended use case cannot be identified.
The source code for this project was not provided, thus its intended use case cannot be identified.
Setup Requirements
- ⚠️Source code not provided, cannot determine any specific setup requirements or friction points.
- ⚠️Project is non-functional without code.
Review RequiredView Analysis
mcp
by tapmodocrop
This repository provides complete sample code for deploying Python web applications and background processing tasks to various Google Cloud Platform services, including Kubernetes Engine, App Engine, and Compute Engine.
This repository provides complete sample code for deploying Python web applications and background processing tasks to various Google Cloud Platform services, including Kubernetes Engine, App Engine, and Compute Engine.
Setup Requirements
- ⚠️Requires a Google Cloud Platform project with billing enabled and specific APIs (e.g., Datastore, Pub/Sub, Storage, Logging) enabled.
- ⚠️Requires Google Cloud SDK and Docker installed locally for building container images and deploying to Kubernetes Engine.
- ⚠️Configuration files (`config.py`) contain placeholder values for project IDs, bucket names, and various secrets/credentials that must be manually updated before deployment.
- ⚠️Many samples are designed for Python 3.7 as indicated in `app.yaml` files and Cloud Functions deployment commands.
Verified SafeView Analysis
renfe_mcp_server
by belgrano9
Query Renfe (Spanish railway) train schedules and prices using official GTFS data and real-time web scraping via a Model Context Protocol (MCP) server.
Query Renfe (Spanish railway) train schedules and prices using official GTFS data and real-time web scraping via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Python 3.12 or higher
- ⚠️Requires 'uv' or 'pip' for dependency management
- ⚠️Initial run automatically downloads GTFS data (approx. 40MB extracted)
- ⚠️API key authentication and rate limiting are enabled by default (configurable via .env)
Verified SafeView Analysis
mcp-office-tools
by fastbs
Generate Office documents (Word, Excel, PowerPoint, PDF) using Carbone templates, convert formats, and analyze templates, integrating with MinIO and LibreOffice.
Generate Office documents (Word, Excel, PowerPoint, PDF) using Carbone templates, convert formats, and analyze templates, integrating with MinIO and LibreOffice.
Setup Requirements
- ⚠️Core document generation and conversion features (Phase 2) are currently pending implementation (the server returns placeholders for these operations).
- ⚠️Requires Docker for production deployment, or Node.js 20+ and TypeScript build for local development.
- ⚠️Requires a running MinIO or S3-compatible server for file storage (MinIO_ENDPOINT, MINIO_ACCESS_KEY, MINIO_SECRET_KEY).
Verified SafeView Analysis
monotype-mcp
by manishgadhock-monotype
The Monotype MCP Server integrates Monotype API for user and team management, acting as a plugin to extend the capabilities of AI chat agents.
The Monotype MCP Server integrates Monotype API for user and team management, acting as a plugin to extend the capabilities of AI chat agents.
Setup Requirements
- ⚠️Requires a valid, encrypted Monotype authentication token (MONOTYPE_TOKEN env var).
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Designed to be used as a plugin for an MCP-compatible client/agent, which needs separate setup.
Verified SafeView Analysis
mcp-server-airtable
by ForestAdmin
Connects Dust.tt AI agents to Airtable bases, enabling natural language querying and analysis of Airtable data.
Connects Dust.tt AI agents to Airtable bases, enabling natural language querying and analysis of Airtable data.
Setup Requirements
- ⚠️Requires an Airtable Personal Access Token (PAT) with specific scopes (data.records:read, schema.bases:read) and base access.
- ⚠️A unique MCP authentication token must be generated and set as an environment variable (`MCP_AUTH_TOKEN`).
- ⚠️Requires Python 3.10 or higher.