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Vetted Servers(7756)
loki-mcp
by grafana
A Go-based server implementation for the Model Context Protocol (MCP) enabling AI agents to query Grafana Loki log data.
A Go-based server implementation for the Model Context Protocol (MCP) enabling AI agents to query Grafana Loki log data.
Setup Requirements
- ⚠️Requires a running Grafana Loki instance for log data.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, Cursor, n8n, or the provided `loki-mcp-client`) to interact with the server.
- ⚠️Relies heavily on environment variables for configuration, especially for Loki connection details and authentication, which need careful management.
Verified SafeView Analysis
mcp-server
by mcp-wp
This plugin implements a Model Context Protocol (MCP) server for WordPress, exposing WordPress's data and functionality through its REST API to AI clients.
This plugin implements a Model Context Protocol (MCP) server for WordPress, exposing WordPress's data and functionality through its REST API to AI clients.
Setup Requirements
- ⚠️Requires PHP 8.2+
- ⚠️Requires WordPress 6.7+
- ⚠️Composer dependencies must be installed (`logiscape/mcp-sdk-php`)
Verified SafeView Analysis
ros2_mcp
by wise-vision
Enables AI tooling to connect with ROS 2 nodes, topics, and services using the Model Context Protocol (MCP) for robotics development and debugging.
Enables AI tooling to connect with ROS 2 nodes, topics, and services using the Model Context Protocol (MCP) for robotics development and debugging.
Setup Requirements
- ⚠️Requires ROS 2 (Humble or later) installed on the host or within the Docker container.
- ⚠️Requires Docker installed and running for standard deployment.
- ⚠️Interaction requires an MCP-compatible client (e.g., Visual Studio Code Copilot, Claude Desktop, WARP).
- ⚠️Custom messages and prompts require specific local folder setup and `colcon build` if not using pre-built Docker images.
Verified SafeView Analysis
php-mcp-sdk
by dalehurley
A PHP SDK for building Model Context Protocol (MCP) servers that expose AI capabilities (tools, prompts, sampling) and data resources to clients, facilitating AI agent orchestration and structured human-AI interaction.
A PHP SDK for building Model Context Protocol (MCP) servers that expose AI capabilities (tools, prompts, sampling) and data resources to clients, facilitating AI agent orchestration and structured human-AI interaction.
Setup Requirements
- ⚠️Requires PHP 8.1+ and Composer for dependency management.
- ⚠️Leverages the Amp framework for asynchronous operations, which might require a learning curve for developers unfamiliar with async PHP.
- ⚠️If using file-based `Root` resources, URIs must explicitly start with `file://`.
- ⚠️Production deployments for HTTP/WebSocket transports would require proper web server setup (e.g., Nginx/Apache) and TLS configuration.
Verified SafeView Analysis
anilist-mcp
by yuna0x0
An MCP server that interfaces with the AniList API, allowing LLM clients to access and interact with anime, manga, character, staff, and user data.
An MCP server that interfaces with the AniList API, allowing LLM clients to access and interact with anime, manga, character, staff, and user data.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires an AniList API Token for authenticated operations (e.g., favouriting, updating lists, posting activities, getting authorized user info). Obtaining this token involves multiple steps on the AniList website.
- ⚠️Uses pnpm as the package manager for local development.
Verified SafeView Analysis
mcp-github-project-manager
by kunwarVivek
AI-powered GitHub Project Management, including automated roadmap generation, sprint planning, issue triaging, task breakdown, and comprehensive project workflow automation.
AI-powered GitHub Project Management, including automated roadmap generation, sprint planning, issue triaging, task breakdown, and comprehensive project workflow automation.
Setup Requirements
- ⚠️Requires Node.js 18.x or higher and TypeScript runtime (`ts-node` or `npm run dev`).
- ⚠️Critical: Requires a valid GitHub Personal Access Token (GITHUB_TOKEN) with appropriate permissions (e.g., `repo`, `project`) set as an environment variable or CLI argument.
- ⚠️Critical for AI features: Requires API keys for at least one AI provider (ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY, or PERPLEXITY_API_KEY) for AI-powered functionalities (e.g., PRD generation, task analysis, issue triaging).
Verified SafeView Analysis
oxylabs-mcp
by oxylabs
This project likely functions as a Minecraft server proxy or management tool, potentially for large-scale data collection or automation.
This project likely functions as a Minecraft server proxy or management tool, potentially for large-scale data collection or automation.
Setup Requirements
- ⚠️Requires Docker for containerized deployment.
- ⚠️Configuration via `server.json` and `smithery.yaml` files is likely necessary.
- ⚠️May require an existing Minecraft server to proxy traffic to.
Review RequiredView Analysis
flowbite-svelte-mcp
by shinokada
Provides Flowbite-Svelte documentation and component information to an MCP client (LLM) via a set of exposed tools.
Provides Flowbite-Svelte documentation and component information to an MCP client (LLM) via a set of exposed tools.
Setup Requirements
- ⚠️Requires 'pnpm' package manager for installation and scripts.
- ⚠️Initial setup requires internet access (`pnpm run copy:llm`) to download documentation data.
- ⚠️The `generateComponentRegistry.ts` script (used for `pnpm run gen:registry`) contains a hardcoded absolute path (`/Users/shinichiokada/Flowbite/flowbite-svelte/src/lib`) that users will need to manually update to their local Flowbite-Svelte repository to regenerate `components.json`. If `components.json` is provided in the repo, this script isn't strictly necessary unless you need to update the registry.
Verified SafeView Analysis
claude-desktop-extension-bear-notes
by vasylenko
Enables AI assistants like Claude to search, create, read, and modify notes in the local Bear Notes application on macOS, enhancing personal knowledge management workflows with complete privacy.
Enables AI assistants like Claude to search, create, read, and modify notes in the local Bear Notes application on macOS, enhancing personal knowledge management workflows with complete privacy.
Setup Requirements
- ⚠️Requires Bear Notes app to be installed (macOS only).
- ⚠️Requires Claude Desktop to be installed.
- ⚠️Requires Node.js runtime version >= 22.5.0.
- ⚠️Node.js must be run with the `--experimental-sqlite` flag enabled.
Verified SafeView Analysis
mcp-servers
by pulsemcp
An MCP server providing create, read, update, and delete (CRUD) operations for cloud storage, specifically Google Cloud Storage, with capabilities for file listing and intelligent access control.
An MCP server providing create, read, update, and delete (CRUD) operations for cloud storage, specifically Google Cloud Storage, with capabilities for file listing and intelligent access control.
Setup Requirements
- ⚠️Requires a configured Google Cloud Storage bucket.
- ⚠️Google Cloud Platform credentials (e.g., service account key file, or `GCS_CLIENT_EMAIL` and `GCS_PRIVATE_KEY`) must be properly set in environment variables.
- ⚠️A startup health check verifies GCS bucket connectivity, which will cause the server to exit if misconfigured.
Verified SafeView Analysis
tiger-linear-mcp-server
by timescale
This server acts as a wrapper around the Linear API, providing focused tools to Language Models (LLMs) for interacting with project management data like issues, users, and projects.
This server acts as a wrapper around the Linear API, providing focused tools to Language Models (LLMs) for interacting with project management data like issues, users, and projects.
Setup Requirements
- ⚠️Requires a `LINEAR_API_KEY` environment variable for authentication with the Linear API.
- ⚠️A local build step (`npm i` then `npm run build`) is necessary before running the server.
- ⚠️Integration with an LLM agent (e.g., Claude Desktop, MCP Inspector) requires specific configuration as outlined in the README.
Verified SafeView Analysis
mcp-framework
by koki7o
A Rust framework implementing the Model Context Protocol for building production-ready MCP servers, clients, and intelligent AI agents that integrate with LLMs for tool use and browser automation.
A Rust framework implementing the Model Context Protocol for building production-ready MCP servers, clients, and intelligent AI agents that integrate with LLMs for tool use and browser automation.
Setup Requirements
- ⚠️Requires Rust 1.70+ to be installed.
- ⚠️Requires ANTHROPIC_API_KEY or OPENAI_API_KEY environment variables (paid services) to be set (e.g., in a `.env` file) for AI agent examples.
- ⚠️Requires Playwright MCP (`npm install -g @playwright/mcp@latest`) and a browser installation (`npx playwright install firefox`) for browser automation examples.