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Vetted Servers(8554)
yokai-mcp-template
by Brahhime
This template facilitates the quick setup of a Modular Control Protocol (MCP) server using the Yokai Go framework, enabling easy customization and integration of server components.
This template facilitates the quick setup of a Modular Control Protocol (MCP) server using the Yokai Go framework, enabling easy customization and integration of server components.
Setup Requirements
- ⚠️Docker is required to run the application using the provided `docker-compose.yaml`.
- ⚠️Developers looking to extend or modify the server will need a Go development environment.
- ⚠️Familiarity with the `ankorstore/yokai` framework is beneficial for advanced customization and understanding of the server's architecture.
Verified SafeView Analysis
mcp-server-sample
by hitosh308
A simple HTTP server demonstrating basic API endpoints for health checks, resource listing, and an echo tool, typical for MCP-style interactions.
A simple HTTP server demonstrating basic API endpoints for health checks, resource listing, and an echo tool, typical for MCP-style interactions.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to build and run.
- ⚠️Requires Apache Maven to build the project.
Verified SafeView Analysis
cc-plan-review
by zhcsyncer
Provides a human review workflow for Claude Code's Plan Mode, allowing users to annotate and provide feedback on AI-generated plans via a web interface.
Provides a human review workflow for Claude Code's Plan Mode, allowing users to annotate and provide feedback on AI-generated plans via a web interface.
Setup Requirements
- ⚠️Requires pnpm for dependency management and scripts.
- ⚠️Requires Node.js v18+ (preferably v20+ as indicated by some dependencies).
- ⚠️Operates by opening a web browser for the review UI, which implies a graphical environment.
Verified SafeView Analysis
omni-parser-mcp-server
by goyaladitya05
Automates GUI interactions on any software by 'seeing' the screen with computer vision and executing actions based on LLM reasoning.
Automates GUI interactions on any software by 'seeing' the screen with computer vision and executing actions based on LLM reasoning.
Setup Requirements
- ⚠️Requires Google API Key (Paid) for Gemini LLM calls.
- ⚠️Requires downloading large YOLO model weights (approx. 50MB) during setup via `python setup.py`.
- ⚠️PyAutoGUI, used for screen interaction, may require specific OS dependencies (e.g., screencapture tools, X11 utilities on Linux) not explicitly listed in `requirements.txt`.
Verified SafeView Analysis
evm-chains-mcp-server
by Bazinga640
This server provides a comprehensive set of automated EVM blockchain interaction tools for development, testing, and analytics across multiple chains, focusing on wallets, DeFi, NFTs, and MEV.
This server provides a comprehensive set of automated EVM blockchain interaction tools for development, testing, and analytics across multiple chains, focusing on wallets, DeFi, NFTs, and MEV.
Setup Requirements
- ⚠️RPC/WebSocket RPC Configuration: Requires setting RPC URLs for all desired EVM chains (e.g., ETHEREUM_RPC_URL, POLYGON_RPC_URL) and optional WebSocket RPCs for mempool monitoring (e.g., MEMPOOL_WS_ETHEREUM_URL) as environment variables.
- ⚠️API Keys for External Services: Full functionality for features like NFT image generation (AI services), IPFS uploads (Pinata/Web3.Storage), and Flashbots (MEV_TOOLS on Ethereum) depends on setting corresponding API keys as environment variables (e.g., PINATA_API_KEY, FLUX_API_KEY). These often involve paid services or API access.
- ⚠️Testnet Limitations: Many advanced DeFi, Staking, and Lending tools are intentionally disabled on the default testnet server, returning messages indicating mainnet-only support for those protocols unless ENABLE_TESTNET_LENDING=true is explicitly set (and even then, testnet deployments for such complex protocols may not fully exist or be stable).
- ⚠️Node.js Environment: Requires a Node.js runtime environment.
Verified SafeView Analysis
snapshot-mcp-server
by WhenMoon-afk
A Model Context Protocol (MCP) server for saving and resuming AI conversations with token-efficient context preservation, working standalone or integrated with larger memory systems.
A Model Context Protocol (MCP) server for saving and resuming AI conversations with token-efficient context preservation, working standalone or integrated with larger memory systems.
Setup Requirements
- ⚠️Requires Node.js 18+ to be installed.
- ⚠️Requires restarting Claude Desktop completely after installation or configuration changes.
- ⚠️For manual Windows setup, requires `cmd /c` wrapper for npx in Claude config (though installer uses `node` directly).
Verified SafeView Analysis
basic-mcp-agent
by paylinkmcp
Provides monetized arithmetic tools (add, subtract) via an MCP (Model Context Protocol) HTTP server, integrating with PayLink for automatic payment processing.
Provides monetized arithmetic tools (add, subtract) via an MCP (Model Context Protocol) HTTP server, integrating with PayLink for automatic payment processing.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Requires `uv` package manager
- ⚠️Requires `MCP_WALLET_CONNECTION_STRING` for the server (from PayLink platform) in a `.env` file
Verified SafeView Analysis
REMOTE_MCP_SERVERS_JACK
by jck411
A Model Context Protocol (MCP) server for controlling Spotify playback, searching, queue management, and library access.
A Model Context Protocol (MCP) server for controlling Spotify playback, searching, queue management, and library access.
Setup Requirements
- ⚠️Requires a Spotify Developer account and creation of a Spotify App to obtain Client ID and Client Secret.
- ⚠️A one-time local OAuth flow must be completed using `scripts/get_spotify_token.py` to acquire a Spotify Refresh Token.
- ⚠️For Cloud Run deployment, specific Google Cloud APIs (Cloud Run, Secret Manager, Cloud Build) must be enabled, and IAM permissions granted for the Cloud Run service account to access secrets.
Verified SafeView Analysis
mai-ml-5-sem
by oryce
Building and training a decision tree model for binary classification tasks, handling both real and categorical features.
Building and training a decision tree model for binary classification tasks, handling both real and categorical features.
Setup Requirements
- ⚠️Requires Python 3.x environment
- ⚠️Requires `numpy` library (`pip install numpy`)
Verified SafeView Analysis
athena-mcp-servers
by mkmlab-hq
A collection of essential AI microservices designed to power intelligent agents and automate development tasks through a multi-agent control protocol.
A collection of essential AI microservices designed to power intelligent agents and automate development tasks through a multi-agent control protocol.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires `pip install -r requirements.txt` which includes many AI/DB dependencies (e.g., mcp SDK, psycopg2, qdrant-client, sentence-transformers, google-generativeai).
- ⚠️Requires API keys for Google Gemini (GEMINI_API_KEY or GOOGLE_API_KEY) and potentially other third-party services.
- ⚠️Requires active PostgreSQL and Qdrant vector databases (local or remote/VPS).
- ⚠️Relies on external 'SPICE Hybrid Brain' infrastructure hosted by MKM Lab, accessed via a hardcoded IP address.
Verified SafeView Analysis
mcp-cf7b72a7-10c103b7-todo-list-mcp
by aiscibe-mcp-deployment
Acts as a Model Context Protocol (MCP) server to provide a Todo List functionality by integrating with an external API.
Acts as a Model Context Protocol (MCP) server to provide a Todo List functionality by integrating with an external API.
Setup Requirements
- ⚠️Requires the `mcp` Python library (e.g., `pip install -r requirements.txt`).
- ⚠️No functional tools are implemented in the provided source code, requiring manual implementation for actual use by an MCP client.
- ⚠️The `call_api` helper contains a bug where `conn_name='default'` is used, but 'default' is not defined in `API_CONNECTIONS`, making API calls non-functional as-is.
Verified SafeView Analysis
new_mcp_server_wazuh_2025
by Gitmy3
Develop a Python-based server that integrates Wazuh SIEM alerts with an LLM (preferably OpenAI) for enhanced security analysis and response.
Develop a Python-based server that integrates Wazuh SIEM alerts with an LLM (preferably OpenAI) for enhanced security analysis and response.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires a running Wazuh SIEM instance for integration
- ⚠️Requires Python environment setup