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Vetted Servers(8554)
us-legal-mcp
by JamesANZ
The US Legal MCP server provides comprehensive US legal data, including Congress bills, Federal Register documents, and court opinions, for integration into AI workflows.
The US Legal MCP server provides comprehensive US legal data, including Congress bills, Federal Register documents, and court opinions, for integration into AI workflows.
Setup Requirements
- ⚠️Optional API keys (CONGRESS_API_KEY, COURT_LISTENER_API_KEY) are recommended for enhanced access and to avoid rate limiting.
- ⚠️Requires Node.js 18+ to run.
- ⚠️Manual installation requires running `npm run build` to compile the TypeScript source code.
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uml-mcp-server
by urstory
Image and UML diagram generation via Google Gemini API, exposed as a Model Context Protocol (MCP) server.
Image and UML diagram generation via Google Gemini API, exposed as a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Google Gemini API Key (paid service, stored locally in `~/.gemini_api_key`).
- ⚠️Requires Java runtime and `plantuml.jar` installed for UML generation (as `generate-uml.js` calls Java).
- ⚠️Requires local `create-uml` and `generate-uml` shell scripts to be present and executable in expected paths (`~/.local/bin/`).
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gemini-image-mcp-server
by devexpert-io
Generates and edits images using Google Gemini AI, offering both an MCP server and a command-line interface.
Generates and edits images using Google Gemini AI, offering both an MCP server and a command-line interface.
Setup Requirements
- ⚠️Requires `GOOGLE_API_KEY` environment variable.
- ⚠️Node.js version >=18 required.
- ⚠️The `sharp` dependency has native components that may require specific build tools or libraries (`libvips`) on the host system.
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mcp-sqlew
by sin5ddd
Manages AI agent context, including decisions, tasks, constraints, and file changes, with advanced database operations for migration, export, and import.
Manages AI agent context, including decisions, tasks, constraints, and file changes, with advanced database operations for migration, export, and import.
Setup Requirements
- ⚠️Requires SQLite database by default, or an external MySQL/PostgreSQL database to be configured. This implies a database setup and connection beyond simple execution.
- ⚠️CLI database operations explicitly state 'npx is not supported' and require 'npm run' from the project directory, which can be a source of confusion.
- ⚠️Extensive local filesystem read/write privileges are required for configuration files (.sqlew), AI agent definitions (.claude), and source control integration (.git, .gitignore).
- ⚠️SaaS plugin integration requires network access to 'https://api.sqlew.io' for downloading and executing additional code, introducing an external dependency and trust requirement.
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SchemaCrawler-MCP-Server-Usage
by schemacrawler
Provides an AI-powered agent to assist with database schema analysis, design issue identification, and SQL query generation.
Provides an AI-powered agent to assist with database schema analysis, design issue identification, and SQL query generation.
Setup Requirements
- ⚠️Requires Docker and Docker Compose installed and running.
- ⚠️Requires configuration of database connection details and credentials (user/password) via environment variables or .env files.
- ⚠️Primary client usage instructions focus on Visual Studio Code, though other MCP clients are mentioned.
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sharepoint-docs-mcp
by ncdcdev
Provides SharePoint and OneDrive document search and download functionality through an MCP server.
Provides SharePoint and OneDrive document search and download functionality through an MCP server.
Setup Requirements
- ⚠️Requires Python 3.12 and the 'uv' package manager.
- ⚠️Significant manual setup is required in Azure AD (application registration, certificate upload/client secret creation, API permissions, admin consent).
- ⚠️OAuth authentication mode is only supported with HTTP transport (`--transport http`), not stdio.
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claude-computer
by JeroenPieksma
An open-source platform demonstrating Claude's autonomous computer interaction capabilities, featuring real-time monitoring, behavioral frameworks (including a Gen Z crypto enthusiast persona), and tools for automated pull request creation and digital exploration.
An open-source platform demonstrating Claude's autonomous computer interaction capabilities, featuring real-time monitoring, behavioral frameworks (including a Gen Z crypto enthusiast persona), and tools for automated pull request creation and digital exploration.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid service) for Claude models.
- ⚠️Requires Docker for containerized deployment.
- ⚠️The local setup script ('setup.sh') requires Python 3.12 or lower.
- ⚠️Computer use is a beta feature with significant security risks; it is strongly recommended to run this server in a dedicated virtual machine or container with minimal privileges and restricted network access.
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project-rag
by Brainwires
A RAG-based codebase indexing and semantic search server for code understanding, supporting incremental indexing and git history search.
A RAG-based codebase indexing and semantic search server for code understanding, supporting incremental indexing and git history search.
Setup Requirements
- ⚠️Requires Git to be installed on the system for git history search functionality.
- ⚠️Indexing large codebases can be memory and CPU intensive, especially during initial full indexing.
- ⚠️Can be configured to use an external Qdrant vector database (via `qdrant-backend` feature), which would require a running Qdrant server, but LanceDB (embedded) is the default.
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audio-transcriber
by Knuckles-Team
Provides an MCP micro-service and an A2A agent for audio transcription and processing using OpenAI Whisper models, capable of transcribing from files or live microphone input.
Provides an MCP micro-service and an A2A agent for audio transcription and processing using OpenAI Whisper models, capable of transcribing from files or live microphone input.
Setup Requirements
- ⚠️Requires Docker for easy deployment via docker-compose.
- ⚠️Requires FFmpeg installed on the host or within the container for full audio format support.
- ⚠️The A2A agent typically expects a local OpenAI-compatible LLM server (e.g., Ollama or LM Studio) running at `http://localhost:1234/v1` for its language model interactions.
- ⚠️Ubuntu dependencies for PyAudio (`libasound-dev portaudio19-dev libportaudio2 libportaudiocpp0 ffmpeg gcc`) are required if installing directly on Linux.
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noteit-mcp
by bahfahh
Provides an HTTP Model Context Protocol (MCP) server for AI coding tools to access structured agent profiles and personalized notes, enhancing AI development workflows.
Provides an HTTP Model Context Protocol (MCP) server for AI coding tools to access structured agent profiles and personalized notes, enhancing AI development workflows.
Setup Requirements
- ⚠️Requires a Next.js environment for self-hosting, as it's implemented as a Next.js API route.
- ⚠️Setting up OAuth 2.1 or managing API tokens for authentication can be a friction point for self-hosting, as the README primarily directs users to a hosted service to obtain tokens.
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athena-browser-mcp
by lespaceman
An MCP server for browser automation that exposes semantic, token-efficient page representations optimized for LLM agents.
An MCP server for browser automation that exposes semantic, token-efficient page representations optimized for LLM agents.
Setup Requirements
- ⚠️Requires Node.js and npm to build and run.
- ⚠️Playwright browser binaries (Chromium, Firefox, WebKit) need to be installed, usually handled by `npm install`.
- ⚠️Connecting to an external browser via `connect_browser` might require setting `CEF_BRIDGE_HOST` and `CEF_BRIDGE_PORT` environment variables, or specifying the `endpoint_url` argument.
Verified SafeView Analysis
n8n-workflows
by saicrazysai
Provides a collection of ready-to-use n8n workflows for various automation tasks involving API integrations and AI services.
Provides a collection of ready-to-use n8n workflows for various automation tasks involving API integrations and AI services.
Setup Requirements
- ⚠️Requires an existing n8n application installation to import and run the workflows.
- ⚠️Workflows need to be individually configured with appropriate API keys and credentials within the n8n environment after import.
- ⚠️The primary method of obtaining the workflows is by downloading a ZIP file from a raw GitHub URL, which requires manual extraction and carries inherent security risks due to lack of direct code review.