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Vetted Servers(9120)
OpenMCPAgent
by llamasearchai
An AI agent that controls a Minecraft bot to perform tasks within the game, leveraging Large Language Models (LLMs) for decision-making and task execution.
An AI agent that controls a Minecraft bot to perform tasks within the game, leveraging Large Language Models (LLMs) for decision-making and task execution.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) or Azure OpenAI Service credentials (Paid)
- ⚠️Requires a running Minecraft server
- ⚠️Requires Node.js environment
Verified SafeView Analysis
XcodeDocsMCP
by T3chFreak13
Provides a local server for accessing and searching Xcode documentation and SDK symbols efficiently on macOS.
Provides a local server for accessing and searching Xcode documentation and SDK symbols efficiently on macOS.
Setup Requirements
- ⚠️Requires macOS (10.15 Catalina or later).
- ⚠️Requires Xcode or Command Line Tools for Xcode to be installed and configured for access to SDKs and documentation tools like `swift-symbolgraph-extract`.
- ⚠️The source code implements a JSON-RPC server communicating via standard input/output (stdin/stdout), not a network-bound HTTP server as suggested by the README's mention of `http://localhost:8080`. A separate wrapper application would be needed to expose it over HTTP or open it in a web browser.
Verified SafeView Analysis
sendify-dbschenker-mcp
by digitalxenon98
Tracks DB Schenker shipments by reference number, providing structured shipment information including sender/receiver details, package information, and complete tracking history.
Tracks DB Schenker shipments by reference number, providing structured shipment information including sender/receiver details, package information, and complete tracking history.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️The `run_command` uses `tsx` to run directly from TypeScript source. This implies `tsx` is available globally via `npx` or locally in `node_modules`.
- ⚠️The `run_command` requires replacing `/absolute/path/to/sendify-dbschenker-mcp` with the actual absolute path to the project directory.
Verified SafeView Analysis
librelink-mcp-server
by sedoglia
Enables Claude Desktop to access and analyze FreeStyle Libre continuous glucose monitoring (CGM) data.
Enables Claude Desktop to access and analyze FreeStyle Libre continuous glucose monitoring (CGM) data.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Requires an active LibreLinkUp account with shared data from a FreeStyle Libre 2 or 3 sensor.
- ⚠️Requires `keytar` for maximum security, which may need additional system dependencies on Linux (e.g., `libsecret-1-dev`, `gnome-keyring`). A file-based fallback exists if Keytar is unavailable.
- ⚠️Initial setup requires running a CLI configuration tool (`npm run configure`) to provide LibreLinkUp credentials and preferences.
- ⚠️Requires Claude Desktop for integration, with manual configuration steps if not using the precompiled bundle.
Verified SafeView Analysis
mcp-agent-bridge
by asume21
Facilitates real-time communication, task management, and shared context exchange between AI agents like Cascade and Codex within an MCP ecosystem.
Facilitates real-time communication, task management, and shared context exchange between AI agents like Cascade and Codex within an MCP ecosystem.
Setup Requirements
- ⚠️Requires an existing MCP host environment (e.g., Windsurf) to integrate and run.
- ⚠️Requires the 'mcp' Python library and its dependencies (`pip install -r requirements.txt`).
Verified SafeView Analysis
ai-mcp-server
by Csmally
The server implements a simple tool service based on the Modular Capabilities Protocol (MCP) for performing basic arithmetic operations (sum).
The server implements a simple tool service based on the Modular Capabilities Protocol (MCP) for performing basic arithmetic operations (sum).
Setup Requirements
- ⚠️Requires Node.js runtime.
Verified SafeView Analysis
bay-wheels-mcp
by colinterface
Provides realtime Bay Wheels bikeshare data through an MCP server.
Provides realtime Bay Wheels bikeshare data through an MCP server.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires `uv` or `uvicorn` package for local execution/development
- ⚠️Requires Docker for containerized deployment options
Verified SafeView Analysis
test_mcp
by AlexKidd727
Simple MCP server for testing FastMCP connectivity and demonstrating basic tool functionality.
Simple MCP server for testing FastMCP connectivity and demonstrating basic tool functionality.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires 'fastmcp' library to be installed.
Verified SafeView Analysis
onboarded-mcp
by OnboardedInc
An MCP server enabling AI assistants to interact with the Onboarded platform's APIs, manage entity state, and optionally access local repository files.
An MCP server enabling AI assistants to interact with the Onboarded platform's APIs, manage entity state, and optionally access local repository files.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires `git` for setup
- ⚠️Requires `onboarded-cli` for authentication and recommended setup
- ⚠️Credentials securely stored in macOS Keychain, limiting cross-OS compatibility
Review RequiredView Analysis
llm-mcp-gateway-rs
by eztakesin
An OpenAI Responses API-compatible gateway for LLM applications that integrates local knowledge base (RAG) and database tool-using MCP servers, designed for use with `big-agi.com`.
An OpenAI Responses API-compatible gateway for LLM applications that integrates local knowledge base (RAG) and database tool-using MCP servers, designed for use with `big-agi.com`.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for upstream LLM and embedding calls.
- ⚠️Requires Rust 2024 Edition toolchain to build.
- ⚠️Requires `pdftotext` for PDF indexing (part of Poppler tools) if PDF documents are to be indexed.
- ⚠️Configuring HTTPS with Caddy and mkcert is recommended for browser compatibility, especially with `big-agi.com`.
- ⚠️Using the Oracle Database MCP functionality requires Oracle client setup (`TNS_ADMIN`) and a valid connection string.
Verified SafeView Analysis
smartDoc_mcpServer
by sarramakhlouf
This server provides microservice-style tools for document processing (PDF, CSV) and statistical calculations, intended for integration with AI agents.
This server provides microservice-style tools for document processing (PDF, CSV) and statistical calculations, intended for integration with AI agents.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+ to build and run.
- ⚠️Requires Apache Maven or Gradle for building the project.
- ⚠️Designed for integration with Spring AI's Microservice Component Platform (MCP), implying a specific deployment context for AI agent tooling.
Review RequiredView Analysis
mcp-retialops
by sarthaksolow
Predicts future demand for retail products using historical sales, seasonal events, and historical surge profiles, providing a narrative explanation.
Predicts future demand for retail products using historical sales, seasonal events, and historical surge profiles, providing a narrative explanation.
Setup Requirements
- ⚠️Requires OPENROUTER_API_KEY environment variable (Paid API).
- ⚠️Requires Python packages: mcp, pandas, openai.