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Vetted Servers(9120)
mcp-gitlab-mcp-server
by bioanywhere
Integrate an AI assistant with GitLab to manage merge requests, CI/CD pipelines, code reviews, and discussions.
Integrate an AI assistant with GitLab to manage merge requests, CI/CD pipelines, code reviews, and discussions.
Setup Requirements
- ⚠️Requires a GitLab Private Access Token with appropriate permissions.
- ⚠️Requires a specific GitLab Project ID to be configured.
- ⚠️Requires Python 3.10+ and all dependencies listed in pyproject.toml to be installed within a virtual environment.
Verified SafeView Analysis
claude-code-settings
by IrfanThomson
Manages and synchronizes global configuration settings for Claude Code, including multi-agent setup and secure secrets management across different machines.
Manages and synchronizes global configuration settings for Claude Code, including multi-agent setup and secure secrets management across different machines.
Setup Requirements
- ⚠️Requires `claude-code` CLI tool to be installed globally (via npm).
- ⚠️Requires `python3` and `openssl` for secrets management scripts.
- ⚠️Grants broad `sudo` and `docker` permissions to the Claude Code agent, posing a significant security risk that must be carefully reviewed and potentially restricted.
- ⚠️Requires separate installations for MCP servers like Obsidian MCP (e.g., `uvx obsidian-mcp`) and Docker for Atlassian MCP.
- ⚠️Requires API keys for Jules (Google) and potentially Jira/Confluence credentials (paid services).
Review RequiredView Analysis
demos-ros-mcp-server
by robotmcp
Control a Tugbot mobile robot in a simulated warehouse environment using natural language via an AI LLM and the ROS-MCP server.
Control a Tugbot mobile robot in a simulated warehouse environment using natural language via an AI LLM and the ROS-MCP server.
Setup Requirements
- ⚠️Requires Ubuntu 22.04 LTS and ROS 2 Humble due to Gazebo compatibility and ROS distribution.
- ⚠️Specific ROS 2 packages (`ros-humble-ros-gz`, `ros-humble-rosapi`, `ros-humble-rosbridge-server`) must be installed via `apt`.
- ⚠️Uses `uv` for Python environment management, and ROS system bindings must be installed into the virtual environment.
Verified SafeView Analysis
claude-flow-docker
by sauronx2
Orchestrates multiple AI agents in parallel using the Model Context Protocol (MCP) for Claude Code environments.
Orchestrates multiple AI agents in parallel using the Model Context Protocol (MCP) for Claude Code environments.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for setup and execution.
- ⚠️Requires Claude Code to connect and utilize its features.
Verified SafeView Analysis
mcp-demo
by relyky
This project is a demonstration of an MCP (Model Context Protocol) server built using the FastMCP framework, providing tools and resources for AI models to interact with.
This project is a demonstration of an MCP (Model Context Protocol) server built using the FastMCP framework, providing tools and resources for AI models to interact with.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires the 'uv' package manager for recommended setup and execution
Verified SafeView Analysis
hjeon139-mcp-outofcontext
by HJeon139
An MCP server designed to manage and store contextual information (markdown files with metadata) for AI agents, supporting CRUD operations and text search.
An MCP server designed to manage and store contextual information (markdown files with metadata) for AI agents, supporting CRUD operations and text search.
Setup Requirements
- ⚠️Python 3.11 or higher is required.
- ⚠️Requires manual migration or configuration update if currently using the old `.out_of_context` storage path (default changed to `out_of_context`). Automatic migration only works if no custom `OUT_OF_CONTEXT_STORAGE_PATH` is set.
- ⚠️Future semantic search features will require additional dependencies like `sentence-transformers` and `torch`, resulting in a ~500MB download on first use.
Verified SafeView Analysis
remote-mcp-server-authless
by NAITIVEAI
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, exposing basic calculator tools without requiring authentication, intended for demonstration and integration with MCP clients like Cloudflare AI Playground or Claude Desktop.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, exposing basic calculator tools without requiring authentication, intended for demonstration and integration with MCP clients like Cloudflare AI Playground or Claude Desktop.
Setup Requirements
- ⚠️Requires a Cloudflare Workers account for deployment.
- ⚠️No authentication is implemented, making it publicly accessible to anyone with the URL.
- ⚠️Requires `npm` and `wrangler` CLI to set up and deploy.
Verified SafeView Analysis
PFORK_MCP
by NickFlach
Unified API gateway for the Pitchforks ecosystem, enabling AI agents and other clients to interact with decentralized tools for peaceful resistance on Neo X.
Unified API gateway for the Pitchforks ecosystem, enabling AI agents and other clients to interact with decentralized tools for peaceful resistance on Neo X.
Setup Requirements
- ⚠️Mandatory Environment Variables: Requires `SESSION_SECRET` for MCP server API key authentication, and `DEVELOPER_PRIVATE_KEY` and `DEVELOPER_ADDRESS` for wallet-based authentication, which are critical for write operations. Several API URLs (`PROTOCOL_API_URL`, `DEX_API_URL`, `FERRY_API_URL`, `ANALYST_API_URL`, `APP_API_URL`) and blockchain RPC endpoints (`NEO_X_RPC_URL`, `ETHEREUM_RPC_URL`) are also needed for full functionality.
- ⚠️Placeholder API Integration: Most high-level tools (`analyst-get-overview`, `dex-get-info`, `protocol-get-info`, etc.) currently return static placeholder data. Full, live functionality requires active connections to the respective Pitchforks ecosystem APIs and backend development on those sites as outlined in `PITCHFORKS_MCP_RECOMMENDATIONS.md`.
- ⚠️Monorepo Dependencies: The top-level `package.json` references several `@pitchfork` packages using `file:../@pitchfork/shared/packages/...`. This indicates it's part of a larger monorepo. Running this server standalone may require manually setting up or publishing these shared packages.
Verified SafeView Analysis
blocket-tradera-mcp
by isakskogstad
MCP server for Swedish marketplaces Blocket and Tradera, enabling AI assistants to search listings, compare prices, and browse items.
MCP server for Swedish marketplaces Blocket and Tradera, enabling AI assistants to search listings, compare prices, and browse items.
Setup Requirements
- ⚠️Requires personal Tradera API credentials (TRADERA_APP_ID, TRADERA_APP_KEY) for full functionality; otherwise, only Blocket searches will work.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
mcp_server
by jsv-datascientist
This server provides a flexible framework for building, running, and managing multi-turn, agentic AI conversations with custom tools, likely exposed via an API.
This server provides a flexible framework for building, running, and managing multi-turn, agentic AI conversations with custom tools, likely exposed via an API.
Setup Requirements
- ⚠️Requires an API Key for a Large Language Model (e.g., OpenAI, Anthropic), which incurs usage costs.
- ⚠️Requires Python 3.x and installation of dependencies listed in `requirements.txt`.
- ⚠️Docker must be installed to use the provided Docker setup.
Verified SafeView Analysis
mcp_server
by yo-mi2027
Enables LLMs (specifically Claude) to interact with and retrieve information from structured local manuals via a hierarchical reasoning RAG workflow.
Enables LLMs (specifically Claude) to interact with and retrieve information from structured local manuals via a hierarchical reasoning RAG workflow.
Setup Requirements
- ⚠️Requires Docker Desktop (or compatible engine) for the FastAPI backend.
- ⚠️Requires Node.js 18+ and npm (or compatible tool) for the MCP client.
- ⚠️Users must manually create and populate the 'manuals/' directory with structured content (e.g., '00_目次.json' and text files).
Verified SafeView Analysis
ai-test-generator
by KlenLucas
Automatically generate Playwright test code from user stories using Claude AI.
Automatically generate Playwright test code from user stories using Claude AI.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid)
- ⚠️Requires Playwright browsers to be installed (`playwright install`)