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Vetted Servers(8554)
ai_agent_firecrawl_api
by Ariel-Fam
An AI agent application that leverages Firecrawl for web scraping and data extraction, providing a Streamlit-based chat interface for user interaction and specialized analysis of developer tools.
An AI agent application that leverages Firecrawl for web scraping and data extraction, providing a Streamlit-based chat interface for user interaction and specialized analysis of developer tools.
Setup Requirements
- ⚠️Requires OpenAI API Key for 'gpt-4.1' model (Paid Service)
- ⚠️Requires Firecrawl API Key (Paid Service)
- ⚠️Requires Node.js and npm/npx installed for 'firecrawl-mcp'
- ⚠️The 'main.py' application runs as a Streamlit server, requiring 'streamlit' to be installed and run via 'streamlit run'.
Verified SafeView Analysis
MCP-PersonalCalendar
by Blacol
Manages personal calendar events and to-do items on a CalDAV server, enabling automation and interaction through large language models.
Manages personal calendar events and to-do items on a CalDAV server, enabling automation and interaction through large language models.
Setup Requirements
- ⚠️Requires access to a CalDAV server and its credentials (URL, username, password).
- ⚠️Credentials must be stored in 'config.json' file.
- ⚠️The server listens on port 20002; this port needs to be opened/forwarded for external access.
- ⚠️Requires Python 3.11+ and 'uv' for dependency management and execution.
Verified SafeView Analysis
locusts_mcp
by FranklynChimobi
A dynamic performance testing application using Locust for simulating user traffic and API load, with a roadmap to become an MCP-ready server.
A dynamic performance testing application using Locust for simulating user traffic and API load, with a roadmap to become an MCP-ready server.
Setup Requirements
- ⚠️Requires Python 3.11+ for execution, as specified in the plan.md.
- ⚠️Requires Locust 2.x to be installed as a dependency (`pip install "locust>=2.23,<3"`).
- ⚠️Relies on JSON configuration files for test scenarios; understanding their structure is crucial.
Verified SafeView Analysis
obsidian-mcp-server
by Victors081
Enables Model Context Protocol (MCP) clients, such as Claude Desktop, to seamlessly interact with Obsidian vaults for knowledge management and automation.
Enables Model Context Protocol (MCP) clients, such as Claude Desktop, to seamlessly interact with Obsidian vaults for knowledge management and automation.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Advanced Obsidian integration features (e.g., executing commands, opening files in UI) require the 'Obsidian Local REST API' plugin to be installed and enabled in your Obsidian vaults.
- ⚠️Currently requires installation from source via 'git clone', 'npm install', and 'npm run build', as it's not yet published to npm.
Verified SafeView Analysis
claude-code-mcp-server-starter-kit
by HermeticOrmus
Provides a personalized greeting message via a simple MCP tool, serving as the simplest possible example for new MCP server developers.
Provides a personalized greeting message via a simple MCP tool, serving as the simplest possible example for new MCP server developers.
Setup Requirements
- ⚠️Requires Python 3.9 or higher.
- ⚠️Requires 'fastmcp' library to be installed (`pip install fastmcp`).
- ⚠️Requires absolute path configuration in `~/.claude/mcp.json`.
Verified SafeView Analysis
MCP-server-example
by shaik2025
Provides a Micro-Agent Compute Protocol (MCP) server exposing basic arithmetic operations (add, subtract, multiply, divide) as callable tools.
Provides a Micro-Agent Compute Protocol (MCP) server exposing basic arithmetic operations (add, subtract, multiply, divide) as callable tools.
Setup Requirements
- ⚠️Requires Python 3.13 or newer, which is currently a pre-release version.
- ⚠️Requires `mcp` and `httpx` Python packages to be installed.
Verified SafeView Analysis
mcp-server-cluster-services
by TheClusterFlux
Enables AI assistants to discover, inspect, and safely interact with services deployed in a Kubernetes cluster via a Model Context Protocol (MCP) server.
Enables AI assistants to discover, inspect, and safely interact with services deployed in a Kubernetes cluster via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster API (either in-cluster or via kubeconfig).
- ⚠️API keys must be securely configured via a Kubernetes secret (mcp-server-api-keys) before deployment.
- ⚠️For HTTP API mode, an Ingress controller, a designated hostname (e.g., mcp-cluster-services.theclusterflux.com), and TLS certificates are required for HTTPS access.
Verified SafeView Analysis
embabel-mcp-client-file-operations
by BootcampToProd
Acts as an intelligent MCP client that translates natural language commands into file operations orchestrated through an AI agent.
Acts as an intelligent MCP client that translates natural language commands into file operations orchestrated through an AI agent.
Setup Requirements
- ⚠️Requires OpenRouter (or OpenAI-compatible) API Key
- ⚠️Requires a separate MCP server running at http://localhost:8080
- ⚠️Java Development Kit (JDK) required
- ⚠️Maven required to build and run
Verified SafeView Analysis
Money-Tracker-MCP
by JAI0705
An MCP server for tracking personal expenses, storing them in a local SQLite database and providing tools to add, list, and summarize expenses.
An MCP server for tracking personal expenses, storing them in a local SQLite database and providing tools to add, list, and summarize expenses.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Manual configuration of `~/.cursor/mcp.json` is needed, including the absolute path to `main.py` for integration with Cursor IDE.
Verified SafeView Analysis
mcp-server-cloudflare
by JB181-test
Serves as an edge-based proxy or server utilizing Cloudflare's network infrastructure, likely for routing requests or providing application logic.
Serves as an edge-based proxy or server utilizing Cloudflare's network infrastructure, likely for routing requests or providing application logic.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires `wrangler` CLI installed for development and deployment.
- ⚠️Requires domain and DNS configuration for production deployment.
Review RequiredView Analysis
central
by bioanywhere
The World News API client provides easy access to thousands of news sources for integration into various applications.
The World News API client provides easy access to thousands of news sources for integration into various applications.
Setup Requirements
- ⚠️Requires a World News API Key (likely paid service for extensive use).
- ⚠️Python client requires Python 3.7+ and pip installation.
- ⚠️C++ client requires CMake 3.2+ and Qt for building applications that use it.
Verified SafeView Analysis
test-mcp-server
by sasanka0212
A placeholder for a test server application, likely intended for simulating or interacting with a specific network protocol, possibly related to Minecraft Protocol (MCP) development or testing.
A placeholder for a test server application, likely intended for simulating or interacting with a specific network protocol, possibly related to Minecraft Protocol (MCP) development or testing.