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Vetted Servers(8554)
mcp-server-and-ai
by Vinni-Anddrade
A server implementation with integrated AI capabilities, likely for a game or simulation environment.
A server implementation with integrated AI capabilities, likely for a game or simulation environment.
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mcp-server-memory-tracker
by drkhannah
This server provides an agent-enabled memory system, allowing an MCP agent to save and retrieve information using OpenAI's vector store capabilities.
This server provides an agent-enabled memory system, allowing an MCP agent to save and retrieve information using OpenAI's vector store capabilities.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Python 3.12+ required
Verified SafeView Analysis
mcp-rust-docs
by 46ki75
This server provides AI agents with tools to search for Rust crates on crates.io and retrieve detailed documentation from docs.rs.
This server provides AI agents with tools to search for Rust crates on crates.io and retrieve detailed documentation from docs.rs.
Verified SafeView Analysis
opensrc-mcp
by dmmulroy
A codemode MCP server for fetching and querying dependency source code, optimized for AI agents.
A codemode MCP server for fetching and querying dependency source code, optimized for AI agents.
Setup Requirements
- ⚠️Requires Node.js and npm/npx installed on the system.
- ⚠️Requires an OpenCode client (or similar agent framework) configured to use this MCP server locally.
- ⚠️Fetched source code and metadata are stored in an `opensrc/` directory within your project, consuming local disk space.
Verified SafeView Analysis
foundryvtt-mcp-relay
by darkbard81
Relays events and messages between LLMs, the MCP server, and Foundry VTT, incorporating AI-powered text-to-speech and image generation.
Relays events and messages between LLMs, the MCP server, and Foundry VTT, incorporating AI-powered text-to-speech and image generation.
Setup Requirements
- ⚠️Requires Node.js 20+ and npm 10+ to run directly.
- ⚠️MCP_SERVER_API_KEY is an obligatory environment variable for server startup and client authentication.
- ⚠️GOOGLE_GENAI_API_KEY is required for Text-to-Speech and Image Generation features, which are paid services.
- ⚠️GitHub OAuth environment variables (GITHUB_CLIENT_ID, GITHUB_CLIENT_SECRET, GITHUB_REDIRECT_URI, CHATGPT_REDIRECT_URI) are necessary if GitHub authentication is enabled and used.
- ⚠️FOUNDRY_DATA_PATH needs to be configured for persistent storage of AI-generated audio and image assets.
Verified SafeView Analysis
android-wifi-mcp
by dogkeeper886
Provides remote WiFi and network control for Android devices via ADB, primarily intended for automation and integration with agents like Claude.
Provides remote WiFi and network control for Android devices via ADB, primarily intended for automation and integration with agents like Claude.
Setup Requirements
- ⚠️Requires Node.js 18+ to run the server.
- ⚠️Requires Android SDK Platform Tools (adb) installed and in PATH on the host PC.
- ⚠️Requires an Android device with Android 11 (SDK 30) or higher, USB Debugging enabled, and connected via USB.
- ⚠️Enterprise WiFi features (802.1X/EAP) require a companion Android app to be built and installed on the device.
Verified SafeView Analysis
claude-mcp-server
by mbarki-abd
A server for orchestrating multiple AI agents (e.g., Claude) to manage projects, tasks, filesystem access, and inter-agent communication, featuring real-time dashboard monitoring.
A server for orchestrating multiple AI agents (e.g., Claude) to manage projects, tasks, filesystem access, and inter-agent communication, featuring real-time dashboard monitoring.
Setup Requirements
- ⚠️Requires root privileges to create/manage Unix users for agent isolation.
- ⚠️Requires external AI CLI tools (e.g., Anthropic Claude CLI) to be installed and configured in the system's PATH.
- ⚠️Requires a PostgreSQL database to store agents, tokens, credentials, and other system state.
- ⚠️AI API keys (typically paid services) are generally needed for non-Ollama AI engines.
- ⚠️If using the Ollama engine type, a local Ollama server must be running and the required AI models pulled.
Review RequiredView Analysis
TaskPilot
by graphcs
A minimal MCP server demonstrating task management and a Crunchbase-style company database for ChatGPT Apps, featuring interactive UI widgets.
A minimal MCP server demonstrating task management and a Crunchbase-style company database for ChatGPT Apps, featuring interactive UI widgets.
Setup Requirements
- ⚠️Requires an HTTPS tunnel (ngrok or Cloudflare Tunnel) to expose to ChatGPT.
- ⚠️Requires ChatGPT Plus or Team subscription to enable Developer Mode and create connectors.
- ⚠️Tasks are stored in memory and a local JSON file, resetting if the JSON file is deleted or if there's no persistence setup outside the local file.
Verified SafeView Analysis
paylo-mcp-server
by nodeshift-nigeria
Empowers AI models to act as shopping assistants, enabling them to browse storefronts, search for products, manage orders, and facilitate transactions within the Paylo commerce ecosystem.
Empowers AI models to act as shopping assistants, enabling them to browse storefronts, search for products, manage orders, and facilitate transactions within the Paylo commerce ecosystem.
Setup Requirements
- ⚠️Requires local setup (Node.js or Docker) and integration with an AI agent configuration (e.g., Claude Desktop or similar MCP-compatible client).
- ⚠️Relies on an external Paylo Backend API (https://usepaylo.com/api/mcp/checkout) for payment link generation, which must be operational for checkout functionality.
- ⚠️The public tool definitions (as seen in `docker-registry-submission/paylo-mcp-server/tools.json` and the README's 'Available Tools' table) have significant discrepancies with the server's internal implementation logic (Zod schemas in `src/handlers/tools.ts`). This will likely lead to AI agent confusion and tool execution failures. Specific issues include: `list_merchants` and `search_products` omit optional filtering arguments; `get_product_details` uses argument name `productId` in the public definition but expects `id` internally; `generate_payment_link` publicly requires `email` and `amountKobo` as arguments, but the server derives these internally from `orderId`; `check_payment_status` publicly requires `reference` as an argument, but the server expects `orderId`.
Verified SafeView Analysis
mcp-server-uds-registry
by JeffResc
Provides AI assistants with access to the UDS (Unicorn Delivery Service) Registry for browsing packages, retrieving metadata, SBOM, and CVE data.
Provides AI assistants with access to the UDS (Unicorn Delivery Service) Registry for browsing packages, retrieving metadata, SBOM, and CVE data.
Setup Requirements
- ⚠️Requires a Cloudflare account and Wrangler CLI for deployment and local development.
- ⚠️Requires `REGISTRY_URL` environment variable to point to a UDS-compatible registry (defaults to `https://registry.defenseunicorns.com`).
- ⚠️The `sbom` and `cves` tools require specific version tag formats (e.g., x.y.z-uds.a) that must be adhered to by the calling AI assistant.
Verified SafeView Analysis
agent-mcp-server
by brendon92
A Model Context Protocol server providing a unified toolkit and integrations for agentic AI workflows, including file operations, code execution, web browsing, and various third-party services, controllable via a web UI.
A Model Context Protocol server providing a unified toolkit and integrations for agentic AI workflows, including file operations, code execution, web browsing, and various third-party services, controllable via a web UI.
Setup Requirements
- ⚠️Docker is highly recommended and enabled by default for secure code execution sandbox. Running without it (sandbox_enabled=False) offers no isolation and is explicitly warned as unsafe.
- ⚠️`MCP_AUTH_TOKEN` environment variable is required; if not set, a random one is generated at backend and/or frontend startup but must be logged in to.
- ⚠️Node.js and npm/npx must be installed for many integrations (e.g., MarkItDown, Git, Puppeteer, CodeRunner, Multi-Engine Search) which use external `npx` packages. These are typically bundled in Docker.
- ⚠️Specific Python packages (`paramiko` for SSH, `playwright` for native browser tools, `duckduckgo-search` for DuckDuckGo) might need manual installation if running Python directly without Docker.
Verified SafeView Analysis
altibuddy
by ALTIBASE
Provides a custom Minecraft server environment, likely for modding, development, or specific gameplay features, based on the Minecraft Coder Pack (MCP).
Provides a custom Minecraft server environment, likely for modding, development, or specific gameplay features, based on the Minecraft Coder Pack (MCP).