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Vetted Servers(9120)
mcp-chat
by PipedreamHQ
An AI chat application that leverages Pipedream's Model Context Protocol (MCP) to integrate with thousands of APIs and perform tool-based actions, serving as a reference for building powerful AI chat solutions.
An AI chat application that leverages Pipedream's Model Context Protocol (MCP) to integrate with thousands of APIs and perform tool-based actions, serving as a reference for building powerful AI chat solutions.
Setup Requirements
- ⚠️Requires a Pipedream Account and OAuth Credentials (External service dependency and setup).
- ⚠️Requires at least one of OpenAI, Anthropic, or Google Generative AI API keys (Paid services, essential for AI functionality).
- ⚠️Persistence features require a PostgreSQL database setup (e.g., Neon Serverless Postgres), with local development optionally using Docker.
Verified SafeView Analysis
tmcp
by paoloricciuti
A server implementation for the Model Context Protocol (MCP) to enable LLMs to access external context and tools.
A server implementation for the Model Context Protocol (MCP) to enable LLMs to access external context and tools.
Setup Requirements
- ⚠️Requires installation of a specific schema adapter (e.g., @tmcp/adapter-valibot, @tmcp/adapter-zod) corresponding to the chosen validation library.
- ⚠️Requires installation of a specific transport (e.g., @tmcp/transport-stdio, @tmcp/transport-http) for communication.
- ⚠️For remote/distributed deployments, a session manager (e.g., @tmcp/session-manager-redis, @tmcp/session-manager-postgres) is recommended for persistent state, requiring setup of an external database or service.
Verified SafeView Analysis
pdf-reader-mcp
by SylphxAI
Provides a robust server for AI agents to extract text, images, and metadata from PDF documents, preserving content order for better comprehension.
Provides a robust server for AI agents to extract text, images, and metadata from PDF documents, preserving content order for better comprehension.
Setup Requirements
- ⚠️Requires Node.js 22.0.0 or higher.
- ⚠️The server, when processing local file paths, has read access to the file system where it is deployed, constrained by the permissions of the running Node.js process. Ensure proper sandboxing if exposing to untrusted agents.
- ⚠️Extracting full text and especially images from large PDFs can be memory intensive, requiring adequate system resources for optimal performance and stability. The server limits PDF input size to 100MB.
Verified SafeView Analysis
XPack-MCP-Marketplace
by xpack-ai
XPack is an open-source marketplace that enables users to create and sell their own Model Context Protocol (MCP) services.
XPack is an open-source marketplace that enables users to create and sell their own Model Context Protocol (MCP) services.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for easy deployment.
- ⚠️Default administrator credentials ('admin'/'123456789') are hardcoded and must be changed immediately after installation.
- ⚠️The Docker deployment uses `privileged: true` for database and messaging containers, which is insecure for production use and should be re-evaluated or hardened.
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mineru-tianshu
by magicyuan876
Enterprise-grade AI data preprocessing platform for converting diverse unstructured multi-modal data (documents, images, audio, video, bioinformatics formats) into structured Markdown and JSON formats, leveraging GPU acceleration and a robust task management system with user authentication and MCP protocol integration.
Enterprise-grade AI data preprocessing platform for converting diverse unstructured multi-modal data (documents, images, audio, video, bioinformatics formats) into structured Markdown and JSON formats, leveraging GPU acceleration and a robust task management system with user authentication and MCP protocol integration.
Setup Requirements
- ⚠️Requires Docker 20.10+ and Docker Compose 2.0+ for the recommended deployment.
- ⚠️NVIDIA GPU and NVIDIA Container Toolkit are mandatory for utilizing GPU-accelerated AI engines (MinerU, PaddleOCR-VL, SenseVoice, YOLO11x, LaMa) which are central to the platform's functionality.
- ⚠️Large AI models (totaling several GBs) are downloaded on the first run, which can take significant time and requires a stable internet connection, potentially with proxy configuration for users in certain regions.
- ⚠️Crucial environment variables such as `JWT_SECRET_KEY` (no default in production), `RUSTFS_ACCESS_KEY`, `RUSTFS_SECRET_KEY` (insecure defaults), and `RUSTFS_PUBLIC_URL` (no default) must be properly configured for a secure and functional production deployment.
Verified SafeView Analysis
mcp-uptime-kuma
by DavidFuchs
Provides a Model Context Protocol (MCP) interface for real-time Uptime Kuma monitoring data.
Provides a Model Context Protocol (MCP) interface for real-time Uptime Kuma monitoring data.
Setup Requirements
- ⚠️Requires a running Uptime Kuma v2 instance.
- ⚠️Requires Node.js 18+ to run directly, or Docker for containerized deployment/testing.
- ⚠️Authentication requires Uptime Kuma URL and credentials (username/password/2FA token or JWT token) as environment variables.
Verified SafeView Analysis
WeChat-MCP
by BiboyQG
Automate WeChat interactions on macOS for LLMs, enabling programmatic control over chat, contact management, and Moments (social feed) publishing via accessibility APIs and screen capture.
Automate WeChat interactions on macOS for LLMs, enabling programmatic control over chat, contact management, and Moments (social feed) publishing via accessibility APIs and screen capture.
Setup Requirements
- ⚠️Requires macOS operating system.
- ⚠️WeChat for Mac application must be installed and actively running.
- ⚠️Python 3.12+ is required.
- ⚠️Requires granting Accessibility permissions to the terminal application (e.g., Terminal.app, iTerm2) in macOS System Settings, enabling it to control other applications.
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metorial-platform
by metorial
An open source integration platform for agentic AI, connecting AI models to external APIs, data sources, and tools.
An open source integration platform for agentic AI, connecting AI models to external APIs, data sources, and tools.
Setup Requirements
- ⚠️Requires Docker, Bun runtime, Go runtime, PostgreSQL, Redis, and MongoDB installed and configured.
- ⚠️GitHub App registration and configuration is necessary for SCM integration features.
- ⚠️Designed for developers, implying a complex setup and operational overhead for self-hosting.
Verified SafeView Analysis
mcp-mermaid
by hustcc
Generate Mermaid diagrams and charts from textual syntax, primarily for AI models or documentation platforms to visualize information dynamically.
Generate Mermaid diagrams and charts from textual syntax, primarily for AI models or documentation platforms to visualize information dynamically.
Setup Requirements
- ⚠️Requires Playwright Chromium browser engine to be installed and available in the execution environment. This is typically handled automatically by a `postinstall` script for local installations or by `npx` for on-demand CLI usage.
Verified SafeView Analysis
spotify-mcp-server
by marcelmarais
Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol (MCP).
Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Spotify Premium account for full playback control functionality.
- ⚠️Requires creating a Spotify Developer application to obtain Client ID, Client Secret, and set a Redirect URI.
- ⚠️Manual authentication process involving running a script (`npm run auth`) and opening a browser to authorize the application. The redirect URI must be a localhost address for automatic token exchange.
Verified SafeView Analysis
metorial-index
by metorial
A background service that builds and maintains a comprehensive public catalog of Model Context Protocol (MCP) servers, enriching their metadata through automated fetching from repositories and AI-driven content generation.
A background service that builds and maintains a comprehensive public catalog of Model Context Protocol (MCP) servers, enriching their metadata through automated fetching from repositories and AI-driven content generation.
Setup Requirements
- ⚠️Requires GITHUB_TOKEN environment variable (Personal Access Token for GitHub API access).
- ⚠️Requires OPENAI_API_KEY environment variable (Paid OpenAI API calls, potentially expensive depending on usage).
- ⚠️The 'start' script (`prisma db push --force-reset`) will reset the database on every execution, leading to data loss if not handled externally.
- ⚠️Relies on 'bun' as the package manager and runtime environment.
Verified SafeView Analysis
alibabacloud-ack-mcp-server
by aliyun
Orchestrates various AlibabaCloud ACK and Kubernetes management, observability, and diagnostic tools into a unified AI-native toolset, enabling AI agents to interact with and manage container services through natural language.
Orchestrates various AlibabaCloud ACK and Kubernetes management, observability, and diagnostic tools into a unified AI-native toolset, enabling AI agents to interact with and manage container services through natural language.
Setup Requirements
- ⚠️Requires Alibaba Cloud Access Key ID and Secret with specific RAM permissions (CS, Log, ARMS read-only minimum).
- ⚠️Requires Python 3.12+ and a running Kubernetes cluster (preferably Alibaba Cloud ACK) accessible from the server.
- ⚠️The `kubectl` command-line tool must be installed and configured in the environment for `ack_kubectl` functionality.