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Vetted Servers(8554)
registry
by modelcontextprotocol
The MCP Registry serves as a centralized metadata repository for publicly-available MCP servers, facilitating discovery and publishing of server information for clients and aggregators.
The MCP Registry serves as a centralized metadata repository for publicly-available MCP servers, facilitating discovery and publishing of server information for clients and aggregators.
Setup Requirements
- ⚠️Requires Docker for container orchestration.
- ⚠️Requires 'ko' for building Go applications into container images.
- ⚠️Requires Go 1.24.x and golangci-lint v2.4.0 for development.
- ⚠️Admin operations require `gcloud` CLI and `jq` to be installed and configured.
Verified SafeView Analysis
azure-devops-mcp
by microsoft
Provides a local Model Context Protocol (MCP) server that enables AI agents to interact with Azure DevOps, performing tasks such as managing work items, repositories, pipelines, test plans, wikis, and advanced security directly from a code editor.
Provides a local Model Context Protocol (MCP) server that enables AI agents to interact with Azure DevOps, performing tasks such as managing work items, repositories, pipelines, test plans, wikis, and advanced security directly from a code editor.
Setup Requirements
- ⚠️Requires Node.js 20+ to run the server.
- ⚠️Requires configuration of an Azure DevOps organization name in the `mcp.json` file or as a command-line argument.
- ⚠️Authentication can be interactive (OAuth), via Azure CLI (`az login` required), or using a Personal Access Token through the `ADO_MCP_AUTH_TOKEN` environment variable. Interactive OAuth might be restricted by strict tenant admin policies.
- ⚠️Multi-tenant authentication issues may require explicit Azure Tenant ID configuration for the 'azcli' authentication type.
- ⚠️Tools retrieving large datasets (e.g., batches of work items, search results, full wiki page content) or binary content (e.g., `pipelines_download_artifact` which returns base64 encoded data) can incur very high token costs, as the raw or encoded data is sent directly to the language model.
Verified SafeView Analysis
1Panel
by 1Panel-dev
1Panel is a web-based Linux server management tool for efficient host monitoring, file management, database administration, container orchestration, and rapid website deployment, including AI tools and backup/restore functionality.
1Panel is a web-based Linux server management tool for efficient host monitoring, file management, database administration, container orchestration, and rapid website deployment, including AI tools and backup/restore functionality.
Setup Requirements
- ⚠️Requires Docker for container management and application deployment.
- ⚠️Requires root privileges for installation and most server management functionalities, which can introduce significant security risks if not managed carefully.
- ⚠️Requires internet access during installation to download various components from GitHub and resource.fit2cloud.com.
- ⚠️Relies on specific `sudo` configurations and backend validation for secure execution of privileged commands.
Review RequiredView Analysis
Dive
by OpenAgentPlatform
A desktop AI chat application for managing and interacting with various AI models and integrated tools (MCP servers), supporting local and cloud-based LLMs.
A desktop AI chat application for managing and interacting with various AI models and integrated tools (MCP servers), supporting local and cloud-based LLMs.
Setup Requirements
- ⚠️Requires API keys for most major LLM providers (e.g., OpenAI, Anthropic, Google Gemini), which incur usage-based costs.
- ⚠️Integration with 'OAPhub' may require an account and potentially a paid subscription ('BASE' or 'PRO' levels).
- ⚠️Running custom MCP servers requires advanced technical knowledge, including familiarity with command-line tools and JSON configuration, and grants the application arbitrary code execution privileges on your machine.
- ⚠️For local LLMs (e.g., Ollama, LM Studio), users must have these services running locally independently of this application.
Review RequiredView Analysis
TrendRadar
by sansan0
An AI-powered server for aggregating, filtering, analyzing, and translating trending news and RSS feeds, providing deep insights and smart notifications.
An AI-powered server for aggregating, filtering, analyzing, and translating trending news and RSS feeds, providing deep insights and smart notifications.
Setup Requirements
- ⚠️Requires an AI API Key (e.g., DeepSeek, OpenAI, Google Gemini) which may incur costs.
- ⚠️For GitHub Actions 'Full Mode', requires S3-compatible cloud storage (e.g., Cloudflare R2), necessitating a payment method for identity verification, even for free tiers.
- ⚠️Requires Python and 'uv' for local execution (installation handled by setup scripts).
Verified SafeView Analysis
gpt-researcher
by assafelovic
The GPT Researcher MCP Server enables AI assistants to conduct comprehensive web research and generate detailed, factual, and unbiased reports. It supports multi-agent workflows, local document analysis, and integration with external tools via the Machine Conversation Protocol (MCP) for various research tasks.
The GPT Researcher MCP Server enables AI assistants to conduct comprehensive web research and generate detailed, factual, and unbiased reports. It supports multi-agent workflows, local document analysis, and integration with external tools via the Machine Conversation Protocol (MCP) for various research tasks.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires Tavily API Key (Paid)
- ⚠️Python 3.11+ required
- ⚠️Potential OS-level library dependencies (e.g., glib, pango) for PDF generation on Linux/macOS
Verified SafeView Analysis
pg-aiguide
by timescale
Provides AI-optimized PostgreSQL expertise, including semantic search over documentation and curated best practices, to assist AI coding tools in generating better PostgreSQL code.
Provides AI-optimized PostgreSQL expertise, including semantic search over documentation and curated best practices, to assist AI coding tools in generating better PostgreSQL code.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid service for embeddings used during semantic search calls and for semantic chunking during initial data ingestion).
- ⚠️Requires a running PostgreSQL database with the 'pgvector' extension enabled for vector similarity search.
- ⚠️Requires prior 'ingest' of documentation (PostgreSQL and/or TigerData) into the database using the provided Python scripts to be fully functional.
Verified SafeView Analysis
OpenMetadata
by open-metadata
This server acts as a plugin for Apache Airflow, exposing REST APIs to manage OpenMetadata workflow definitions, DAGs, and tasks.
This server acts as a plugin for Apache Airflow, exposing REST APIs to manage OpenMetadata workflow definitions, DAGs, and tasks.
Setup Requirements
- ⚠️Requires Apache Airflow version 2.3.3 to be installed.
- ⚠️Specific configuration needed in `airflow.cfg` file (`dag_generated_configs` path).
- ⚠️Manual directory creation: `mkdir -p {AIRFLOW_HOME}/dag_generated_configs` is required.
- ⚠️Python `pip install openmetadata-airflow-managed-apis` is needed in Airflow's Python environment.
Verified SafeView Analysis
lamda
by firerpa
AI-powered Android automation framework for mobile data and task automation.
AI-powered Android automation framework for mobile data and task automation.
Setup Requirements
- ⚠️Requires Root access on Android devices.
- ⚠️The `lamda-server-<ABI>.tar.gz` file must be manually downloaded and placed for Magisk installation.
- ⚠️Requires a `LICENSE` environment variable, suggesting commercial licensing for full features.
- ⚠️Docker is required for server deployment via `firerpa.yml`.
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tavily-mcp
by tavily-ai
Provides real-time web search, data extraction, website mapping, and crawling capabilities for AI assistants.
Provides real-time web search, data extraction, website mapping, and crawling capabilities for AI assistants.
Setup Requirements
- ⚠️Requires a Tavily API Key (paid service with free tier available)
- ⚠️Requires Node.js v20 or higher to run locally
- ⚠️Designed to be used by an MCP client (e.g., Claude Desktop, Cursor)
Verified SafeView Analysis
DevDocs
by cyberagiinc
DevDocs is a web crawling and content extraction platform designed to accelerate software development by converting documentation into LLM-ready formats for intelligent data querying and fine-tuning.
DevDocs is a web crawling and content extraction platform designed to accelerate software development by converting documentation into LLM-ready formats for intelligent data querying and fine-tuning.
Setup Requirements
- ⚠️Requires Docker installed and running on your system.
- ⚠️Relies on the `Crawl4AI` service, provided as a Docker image.
- ⚠️Requires careful environment variable configuration, especially `NEXT_PUBLIC_BACKEND_URL` and `CRAWL4AI_API_TOKEN`, for non-default or production deployments.
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trigger.dev
by triggerdotdev
A platform for building and executing reliable, scalable background tasks and complex workflows, supporting various runtimes (Node.js, Python, Bun), including advanced AI agent orchestration, event-driven processing, and real-time data handling.
A platform for building and executing reliable, scalable background tasks and complex workflows, supporting various runtimes (Node.js, Python, Bun), including advanced AI agent orchestration, event-driven processing, and real-time data handling.
Setup Requirements
- ⚠️Requires OpenAI/Anthropic API Keys (Paid) for AI features.
- ⚠️Requires Docker/Kubernetes, pnpm, and uv (Python environment manager) for local development and self-hosting.
- ⚠️Requires PostgreSQL and Redis for local data storage and messaging infrastructure.
- ⚠️Slack app setup (token, channel ID) is necessary for approval workflows.