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Vetted Servers(9120)
mcp-todo-demo
by DavidMalkhasyan
A minimal WebSocket-based server and client demonstrating CRUD operations for a todo list using the Model Context Protocol (MCP).
A minimal WebSocket-based server and client demonstrating CRUD operations for a todo list using the Model Context Protocol (MCP).
Verified SafeView Analysis
mcp-andromeda
by rinaldofesta
Generates Model Context Protocol (MCP) servers from YAML configurations, enabling simplified AI tool integration for developers.
Generates Model Context Protocol (MCP) servers from YAML configurations, enabling simplified AI tool integration for developers.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️The 'web-scraper' template's generated code requires 'beautifulsoup4', which is not listed as a core dependency for the builder itself and must be installed separately for the generated server to function.
- ⚠️Database tools (especially from the 'database' template) generate SQL-injection vulnerable code and require a configured database connection string (e.g., DATABASE_URL).
Review RequiredView Analysis
weather-mcp-server
by Ujjwal-Pandit
Implements Model Context Protocol (MCP) servers for providing weather information, mathematical calculations, and demonstrates model distillation for AI agents.
Implements Model Context Protocol (MCP) servers for providing weather information, mathematical calculations, and demonstrates model distillation for AI agents.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires `uv` package manager for setup and running dependencies.
- ⚠️Requires Claude Desktop for full MCP protocol testing as intended by the assignment.
- ⚠️First run for the model distillation script (Task 4) involves downloading approximately 1.8GB of models and datasets.
Verified SafeView Analysis
puppeteer-mcp-server
by ffffyhffff
Enables LLMs to perform browser automation, web interaction, and data extraction with anti-detection capabilities.
Enables LLMs to perform browser automation, web interaction, and data extraction with anti-detection capabilities.
Setup Requirements
- ⚠️Requires a locally installed Chrome/Chromium browser.
- ⚠️The default Puppeteer executable path for non-Docker usage assumes a Windows Chrome location ('C:\Program Files\Google\Chrome\Application\chrome.exe') if the `CHROME_PATH` environment variable is not explicitly set, which may cause issues on other operating systems.
- ⚠️Requires Node.js and npm/npx to run locally.
Verified SafeView Analysis
mcp-claude-hackernews
by FezAreCool
An AI-powered application interacting with Hacker News, likely using Anthropic's Claude.
An AI-powered application interacting with Hacker News, likely using Anthropic's Claude.
Review RequiredView Analysis
mcp-server-edgee
by edgee-cloud
A Minecraft proxy or custom server implementation for edge environments, facilitating connections and potentially manipulating game data.
A Minecraft proxy or custom server implementation for edge environments, facilitating connections and potentially manipulating game data.
Setup Requirements
- ⚠️Node.js and npm/yarn are required.
- ⚠️A running Minecraft server (or client) is likely needed for full interaction/testing.
- ⚠️TypeScript compilation step might be necessary before running (e.g., 'npm run build').
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simbrief-mcp
by leonchike
Provides SimBrief flight planning data and VATSIM ATIS to MCP clients like Claude Desktop for generating comprehensive flight briefings.
Provides SimBrief flight planning data and VATSIM ATIS to MCP clients like Claude Desktop for generating comprehensive flight briefings.
Setup Requirements
- ⚠️Requires setting up Google OAuth credentials and a Google Cloud project.
- ⚠️Requires a Cloudflare account and creation of a Cloudflare KV namespace with its ID updated in `wrangler.toml`.
- ⚠️Manual configuration of allowed user email usernames in `src/config/allowed-users.ts`.
Verified SafeView Analysis
weather-mcp
by grantkazan
A Voice AI assistant for medical clinics to automate appointment scheduling, patient inquiries, and administrative tasks.
A Voice AI assistant for medical clinics to automate appointment scheduling, patient inquiries, and administrative tasks.
Setup Requirements
- ⚠️Requires a phone number to be verified in the Telnyx system to place calls to the AI assistant.
- ⚠️The MCP server hardcodes its dependency on an external Flask API URL, which must be live and accessible for the MCP server to function correctly.
- ⚠️The README warns that setting up all associated repositories (Flask API, Dashboard) locally may encounter 'mileage vary' issues with ports and environment variables.
Verified SafeView Analysis
commit-renamer-mcp
by seolcu
An MCP server enabling AI agents to safely rename Git commit messages and manage repository state.
An MCP server enabling AI agents to safely rename Git commit messages and manage repository state.
Setup Requirements
- ⚠️Requires Git to be installed and configured on the host system.
- ⚠️Requires Node.js (>=18.0.0) and npm/npx for installation and execution.
- ⚠️Operations like `rename_commit` rewrite Git history, potentially requiring `git push --force` for remote branches, which can cause issues in shared development environments.
Verified SafeView Analysis
test_remote_mcp_server
by Aniketps4
This server provides tools to track, list, and summarize personal or small-scale expenses using a local SQLite database.
This server provides tools to track, list, and summarize personal or small-scale expenses using a local SQLite database.
Setup Requirements
- ⚠️Requires Python 3.13 or newer, which might be a barrier as 3.13 is currently in early development and not widely adopted.
- ⚠️The database (`expenses.db`) is stored in a temporary directory, which means data is not persistent across system restarts unless handled externally.
Verified SafeView Analysis
ctf-mcp-server
by zemi-gh
Facilitate LLM assistance in Capture The Flag (CTF) challenges and cybersecurity training in a controlled lab environment.
Facilitate LLM assistance in Capture The Flag (CTF) challenges and cybersecurity training in a controlled lab environment.
Setup Requirements
- ⚠️Requires Debian/Ubuntu system with `sudo` access and internet connectivity for setup.
- ⚠️The `setup.sh` script installs numerous cybersecurity and development tools, effectively making the host system a dedicated CTF environment.
- ⚠️Node.js and npm are required, though `setup.sh` attempts to install them.
Verified SafeView Analysis
mcp_servers
by manish6007
A combined Model Context Protocol (MCP) server that provides tools for querying Amazon Redshift databases and performing vector-based knowledge base searches.
A combined Model Context Protocol (MCP) server that provides tools for querying Amazon Redshift databases and performing vector-based knowledge base searches.
Setup Requirements
- ⚠️Requires AWS credentials with access to Bedrock, Redshift, S3, and Secrets Manager.
- ⚠️Requires a running Amazon Redshift cluster and a PostgreSQL database with the `pgvector` extension enabled.
- ⚠️Requires S3 buckets for both the knowledge base markdown files and for storing large Redshift query results.
- ⚠️Local development uses Docker Compose to set up PostgreSQL and LocalStack for AWS service emulation, adding complexity.