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Vetted Servers(8554)
contractor
by ArvidSU
A deterministic task contract server for agent execution verification with human approval, behaving like CI for individual tasks.
A deterministic task contract server for agent execution verification with human approval, behaving like CI for individual tasks.
Setup Requirements
- ⚠️Requires Docker to be installed and running, with its socket accessible for container spawning.
- ⚠️The `workspacePath` for validation must be an absolute path on the HOST machine, requiring careful client-side configuration.
- ⚠️The server, as configured in `mcp-toolkit-manifest.json`, needs access to the Docker daemon (by mounting `/var/run/docker.sock`), granting high privileges to its validation containers.
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gemini-gen-mcp
by ServiceStack
MCP server for generating images and audio from text using Google Gemini AI models.
MCP server for generating images and audio from text using Google Gemini AI models.
Setup Requirements
- ⚠️Requires a Google Gemini API Key (paid service, obtained from Google AI Studio).
- ⚠️Requires Python 3.10 or higher.
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medagent-copilot
by u9401066
MedAgent Copilot transforms GitHub Copilot into a medical AI agent to interact with FHIR electronic health record systems and complete clinical tasks autonomously for evaluation.
MedAgent Copilot transforms GitHub Copilot into a medical AI agent to interact with FHIR electronic health record systems and complete clinical tasks autonomously for evaluation.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires VS Code with GitHub Copilot extension.
- ⚠️Requires Docker to run the FHIR server dependency.
- ⚠️Requires cloning both 'medagent-copilot' and 'MedAgentBench' repositories.
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taskflow
by NagilaLopes
Processes documents quickly and cost-effectively using local AI models for tasks like summarization, classification, extraction, and named entity recognition.
Processes documents quickly and cost-effectively using local AI models for tasks like summarization, classification, extraction, and named entity recognition.
Setup Requirements
- ⚠️The core server logic (API endpoints, orchestration) is not yet implemented, as the project is in its very early 'Week 1' development phase.
- ⚠️The primary installation method described for end-users involves downloading and running an installer from a .zip file, which may not align with typical developer workflows for source-code based projects.
- ⚠️Trained models are not part of the main repository and require separate handling (e.g., Git LFS or external storage), which might add complexity to local setup for developers.
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docbase-mcp-server
by shueisha-arts-and-digital
Provides an MCP server interface to manage DocBase notes, enabling search, retrieval, creation, and updating of posts.
Provides an MCP server interface to manage DocBase notes, enabling search, retrieval, creation, and updating of posts.
Setup Requirements
- ⚠️Requires Node.js 20+ and NPM 10+
- ⚠️Requires DOCBASE_API_TOKEN environment variable (obtained from DocBase settings)
- ⚠️Requires DOCBASE_DOMAIN environment variable (your DocBase subdomain)
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gitlab-mcp-server
by 9506hqwy
Provides a Model Context Protocol (MCP) server to expose GitLab API functionality as tools consumable by AI agents.
Provides a Model Context Protocol (MCP) server to expose GitLab API functionality as tools consumable by AI agents.
Setup Requirements
- ⚠️Requires a GitLab server URL (defaults to 127.0.0.1 which is likely incorrect).
- ⚠️Requires a GitLab server token with appropriate permissions.
- ⚠️The server registers a large number of API tools, which might consume a significant portion of an LLM's context window during initial tool ingestion.
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Deploys a self-hosted n8n instance with an NGINX reverse proxy and SSL certificates (Let's Encrypt or self-signed) using Docker Compose.
Deploys a self-hosted n8n instance with an NGINX reverse proxy and SSL certificates (Let's Encrypt or self-signed) using Docker Compose.
Setup Requirements
- ⚠️Requires Docker and Docker Compose installed and running (installation handled by `install.sh` but requires `sudo` privileges and system modifications).
- ⚠️Requires user input for `DOMAIN_NAME`, `SUBDOMAIN`, `LETSENCRYPT_EMAIL`, and `LOCAL_TIMEZONE` which are critical for configuration.
- ⚠️For `localhost` setups, `mkcert` is installed via `git clone` and `go build` to generate self-signed SSL certificates, adding dependencies on `git`, `go`, and `nss-tools`.
- ⚠️The installation script automatically sets `/var/run/docker.sock` permissions to `666`, which has significant security implications by granting all local users root-level access via Docker commands.
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x402-fetch-mcp
by Hyeong-soo
Enables AI agents to automatically pay for and access paywalled web content using the x402 payment protocol on the Base network.
Enables AI agents to automatically pay for and access paywalled web content using the x402 payment protocol on the Base network.
Setup Requirements
- ⚠️Requires a valid EVM private key (0x... format) with access to USDC and ETH (for gas) on either Base Sepolia or Base mainnet.
- ⚠️Integration is specifically designed for Claude Code and similar Model Context Protocol (MCP) compatible AI agents.
- ⚠️Users must acquire testnet ETH/USDC for Base Sepolia or real assets for Base mainnet to use the payment functionality.
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arxiv-mcp-server
by natecole1
Provides AI Agents with the ability to search and retrieve scientific papers and authors from the Arxiv public API.
Provides AI Agents with the ability to search and retrieve scientific papers and authors from the Arxiv public API.
Setup Requirements
- ⚠️Requires Docker or NPX for local execution/remote connection.
- ⚠️Requires internet access to query the Arxiv public API.
- ⚠️The default server port (3000) might conflict with other services.
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Copilot-TaskFlow-MCP
by ptnghia
Provides an MCP server for automated universal task management, workflow automation, and AI-powered insights, integrated with GitHub Copilot Chat for natural language control.
Provides an MCP server for automated universal task management, workflow automation, and AI-powered insights, integrated with GitHub Copilot Chat for natural language control.
Setup Requirements
- ⚠️Requires Node.js 18+ and Visual Studio Code with the GitHub Copilot extension (a paid service).
- ⚠️Common 'taskflow command not found' issues during initial setup requiring PATH configuration or using 'npx'.
- ⚠️Strictly requires the new npm package '@ptnghia/taskflow-mcp'; installation of the old 'taskflow-mcp' package leads to outdated tools and warnings.
- ⚠️Manual configuration of '.vscode/mcp.json' is critical, requiring the exact path to the installed 'index.js' and setting the 'WORKSPACE_ROOT' environment variable.
Verified SafeView Analysis
rituals---personal-sleep-coach-1764109228047
by guilhermetechmakers
A basic frontend web application boilerplate using React, TypeScript, and Vite for rapid development.
A basic frontend web application boilerplate using React, TypeScript, and Vite for rapid development.
Setup Requirements
- ⚠️React Compiler is not enabled by default and requires manual configuration for potentially improved performance.
- ⚠️Default ESLint configuration is basic; production applications are recommended to update it for type-aware and React-specific lint rules.
- ⚠️Uses @vitejs/plugin-react (Babel) by default; users preferring SWC for Fast Refresh would need to switch to @vitejs/plugin-react-swc.
Verified SafeView Analysis
workzen-mcp
by ikanc
Acts as an AI-powered Model Context Protocol server to manage WorkZen operations including job, client, invoice, and task management.
Acts as an AI-powered Model Context Protocol server to manage WorkZen operations including job, client, invoice, and task management.
Setup Requirements
- ⚠️Setup instructions are explicitly stated as 'Coming soon...' in the README.
- ⚠️Authentication 'via WorkZen API' implies dependency on external WorkZen services and credentials.
- ⚠️As an 'AI-powered' server, it is highly likely to require an external AI service API key (e.g., OpenAI) or local AI model setup.