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Vetted Servers(8554)
devtools
by SiinXu
A static website for a Google DevFest workshop about Chrome DevTools MCP Server.
A static website for a Google DevFest workshop about Chrome DevTools MCP Server.
Setup Requirements
- ⚠️Requires Node.js (for `npm start`) or Python 3 (for `python3 -m http.server`)
Verified SafeView Analysis
TheFinalDiscordMCP
by DawnReaverWOWS
A Discord bot for AI-powered chat, voice TTS, World of Warships stats, moderation, server management, and Model Context Protocol (MCP) integration for AI assistants.
A Discord bot for AI-powered chat, voice TTS, World of Warships stats, moderation, server management, and Model Context Protocol (MCP) integration for AI assistants.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a Discord bot token and Discord server ID (guildId).
- ⚠️Voice features require FFmpeg to be available in the environment.
- ⚠️AI features are optional but highly recommended; they require an OpenRouter API key, though many models are free.
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ChatBot_Development
by 080bct12alex
A LangGraph-based AI chatbot with a Streamlit UI, featuring conversation memory, tool integration (search, calculator, stock price), RAG capabilities for document analysis, Multi-Agent Collaboration (MCP), user authentication, and persistent storage.
A LangGraph-based AI chatbot with a Streamlit UI, featuring conversation memory, tool integration (search, calculator, stock price), RAG capabilities for document analysis, Multi-Agent Collaboration (MCP), user authentication, and persistent storage.
Setup Requirements
- ⚠️Requires Google Generative AI API Key (Paid).
- ⚠️Requires Alpha Vantage API Key (for stock price tool), currently hardcoded in `agent.py` files.
- ⚠️Requires the Multi-Agent Collaboration (MCP) server `https://alexmcp.fastmcp.app/mcp` to be accessible for MCP tools to function.
- ⚠️Significant Python dependencies including `langchain`, `langgraph`, `streamlit`, `streamlit-cookies-manager`, `aiosqlite`, `PyPDFLoader`, `FAISS`, `HuggingFaceEmbeddings` (which may download a large model locally), and `langchain-mcp-adapters`.
- ⚠️Creates and manages a local `vectorstores` directory for FAISS indices, requiring local disk space.
Review RequiredView Analysis
mcp-cc
by wiznikvibe
Exposes basic terminal functionalities like command execution, file creation, and arithmetic operations as tools via Server-Sent Events (SSE) for programmatic interaction, often by AI agents.
Exposes basic terminal functionalities like command execution, file creation, and arithmetic operations as tools via Server-Sent Events (SSE) for programmatic interaction, often by AI agents.
Setup Requirements
- ⚠️Requires `uvicorn` and `starlette` for SSE transport.
- ⚠️The default workspace `~/repo/mcp-cc/artifacts` must exist and be writable by the server process for file operations to succeed.
- ⚠️Requires Python 3.13 or newer.
Review RequiredView Analysis
MCP_Authendication_example
by Bin4yi
AI-powered pet care chatbot leveraging an MCP server and LangGraph agent for authenticated access to veterinary tools and pet management.
AI-powered pet care chatbot leveraging an MCP server and LangGraph agent for authenticated access to veterinary tools and pet management.
Setup Requirements
- ⚠️Requires Python 3.12 or higher
- ⚠️Requires an Asgardeo account and manual application setup (Client ID, Tenant Name, Redirect URLs, Scopes)
- ⚠️Requires an OpenAI API Key (a paid service)
Verified SafeView Analysis
kiko
by bioanywhere
A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, enabling them to interact with the Base Network, Coinbase API, and other Web3 protocols.
A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, enabling them to interact with the Base Network, Coinbase API, and other Web3 protocols.
Setup Requirements
- ⚠️Requires Coinbase API credentials (API Key Name and Private Key) with sufficient permissions for blockchain interactions.
- ⚠️Requires a wallet seed phrase (`SEED_PHRASE`) in environment variables for any write operations (e.g., transfers, contract deployments), granting the server full control over the associated wallet.
- ⚠️Dependent on several external API keys for full functionality: Coinbase Project ID (for onramp), Alchemy API Key (for NFTs), OpenRouter API Key (for credits), Neynar API Key (for Farcaster), and potentially Pinata JWT (for Flaunch, if enabled).
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cognitive-memory-mcp
by techmad220
A Rust-based server for managing short-term and long-term memory, featuring semantic search, memory consolidation, and LLM-powered reasoning capabilities, interacting via MCP protocol.
A Rust-based server for managing short-term and long-term memory, featuring semantic search, memory consolidation, and LLM-powered reasoning capabilities, interacting via MCP protocol.
Setup Requirements
- ⚠️Requires PostgreSQL 14+ with the pgvector extension installed and enabled.
- ⚠️Requires Ollama installed and running locally, with the 'nomic-embed-text' model (and potentially a large language model like 'llama3.2') pulled for embeddings and reasoning.
- ⚠️Correct configuration of environment variables (DATABASE_URL, OLLAMA_URL, EMBEDDING_MODEL, LLM_MODEL) is crucial for functionality.
Verified SafeView Analysis
portsage
by ankit48365
A basic template for a Python project.
A basic template for a Python project.
Setup Requirements
- ⚠️Requires Python environment
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mcp-server
by Tasfiul-Hedayet
This server logs authorized client connection events as part of an MCP (Multi-Agent Communication Protocol) system.
This server logs authorized client connection events as part of an MCP (Multi-Agent Communication Protocol) system.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
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Expense-tracker-mcp
by Dhruta25
The server provides an API for tracking and managing personal expenses, allowing users to add, list, delete, update, and query expense records.
The server provides an API for tracking and managing personal expenses, allowing users to add, list, delete, update, and query expense records.
Setup Requirements
- ⚠️Python 3.10+ required
- ⚠️fastmcp library needs to be installed (`pip install fastmcp`)
Verified SafeView Analysis
k8s-build-mcp-wm
by afrmwyattmeng
Automates Kubernetes manifest generation for deployable targets (DTs) using Mustache and Helm templates, with parallel execution.
Automates Kubernetes manifest generation for deployable targets (DTs) using Mustache and Helm templates, with parallel execution.
Setup Requirements
- ⚠️Requires Git with SSH access configured for the 'all-the-things' repository.
- ⚠️'all-the-things' repository must be pre-cloned and its root path correctly set in the `ALL_THE_THINGS_ROOT` environment variable.
- ⚠️Absolute paths are mandatory for the `command` and `args` fields within the `~/.cursor/mcp.json` configuration.
Verified SafeView Analysis
pushshift-mcp-server
by bbbgggrrr
This server acts as an API wrapper for an existing Reddit comments search service, providing an optional security layer and consistent interface.
This server acts as an API wrapper for an existing Reddit comments search service, providing an optional security layer and consistent interface.
Setup Requirements
- ⚠️Requires an existing Reddit bridge service URL (REDDIT_BRIDGE_URL) to function as it acts as a proxy.
- ⚠️Deployment is targeted for Vercel, requiring a Vercel account and CLI for setup and deployment.
- ⚠️The optional MCP_WRAPPER_KEY (X-MCP-KEY header) should be securely generated and configured if API access control is desired.