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Vetted Servers(8554)
mcp-android-server-python
by nim444
Provides an MCP server for AI agents to automate Android devices using uiautomator2.
Provides an MCP server for AI agents to automate Android devices using uiautomator2.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Requires Android Debug Bridge (adb) installed and in system PATH.
- ⚠️Requires a connected Android device with USB debugging enabled.
- ⚠️Requires manual modification of `server.py` to switch between HTTP and stdio transport modes for different use cases (e.g., AI agent vs. API).
Verified SafeView Analysis
nexus-dev
by mmornati
Provides a local RAG (Retrieval-Augmented Generation) system and persistent memory for AI coding agents to enhance their contextual understanding, cross-project learning, and tool-use capabilities.
Provides a local RAG (Retrieval-Augmented Generation) system and persistent memory for AI coding agents to enhance their contextual understanding, cross-project learning, and tool-use capabilities.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) or a locally running Ollama server with a pulled embedding model.
- ⚠️Python 3.13+ is required for installation and execution.
- ⚠️Manual configuration of the IDE's MCP client is necessary, often including setting the NEXUS_PROJECT_ROOT environment variable or ensuring correct working directory for the server.
- ⚠️Specific `pipx` or `uv tool` installation method is recommended for isolated global installation.
Verified SafeView Analysis
memcord
by ukkit
A privacy-first, self-hosted MCP server for organizing chat history, summarizing messages, and searching past conversations using AI, particularly for Claude interactions.
A privacy-first, self-hosted MCP server for organizing chat history, summarizing messages, and searching past conversations using AI, particularly for Claude interactions.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Utilizes 'uv' for virtual environment and package management, which the install scripts handle.
- ⚠️Requires manual configuration (copying JSON files) to integrate with clients like Claude Desktop/Code or VSCode, in specific application data directories.
- ⚠️Full functionality, especially 'infinite memory' for Claude conversations, implicitly requires active Claude client usage.
Verified SafeView Analysis
org-mcp-server
by szaffarano
A Model Context Protocol (MCP) server for org-mode knowledge management, providing search, content access, and note linking capabilities for AI agents.
A Model Context Protocol (MCP) server for org-mode knowledge management, providing search, content access, and note linking capabilities for AI agents.
Setup Requirements
- ⚠️Requires a Rust toolchain to build from source, or Nix for Nix Flakes installation.
- ⚠️A TOML configuration file (`~/.config/org-mcp/config.toml`) is used, and users must configure `org_directory` to point to their org-mode file root.
- ⚠️The configured `org_directory` must exist and be accessible by the running process for any file operations to succeed.
Verified SafeView Analysis
tuisic
by Dark-Kernel
A terminal-based online music streaming application that provides an MCP (Model Context Protocol) server for AI integration, allowing AI clients to control music playback and search.
A terminal-based online music streaming application that provides an MCP (Model Context Protocol) server for AI integration, allowing AI clients to control music playback and search.
Setup Requirements
- ⚠️Requires 'yt-dlp' to be installed for track download functionality (though not directly exposed by MCP tools).
- ⚠️Optional MPRIS support requires 'sdbus-cpp', which may need manual building and installation.
- ⚠️Requires a TUI-compatible terminal for the main application mode, but the MCP server runs headless.
Verified SafeView Analysis
Docker_MCPGUIApp
by MariyaSha
This repository provides a starter template for building full-stack AI assistants that integrate with real-world tools using Docker MCP Gateway and a Large Language Model.
This repository provides a starter template for building full-stack AI assistants that integrate with real-world tools using Docker MCP Gateway and a Large Language Model.
Setup Requirements
- ⚠️Requires Docker Desktop with MCP Toolkit & Catalog enabled.
- ⚠️Requires Python 3.12+.
- ⚠️Requires installing a lightweight model (e.g., Gemma3) in Docker Desktop.
- ⚠️Stripe account is optional for certain remote MCP functionalities.
Verified SafeView Analysis
open-targets-platform-mcp
by opentargets
This server acts as a Model Context Protocol (MCP) endpoint, enabling AI assistants to interact with the Open Targets Platform GraphQL API for drug discovery and target-disease association data.
This server acts as a Model Context Protocol (MCP) endpoint, enabling AI assistants to interact with the Open Targets Platform GraphQL API for drug discovery and target-disease association data.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires the `uv` package manager for local installation and execution (e.g., `uv sync`).
- ⚠️Relies on an external Open Targets Platform API endpoint (https://api.platform.opentargets.org/api/v4/graphql by default).
Verified SafeView Analysis
tool-filter-mcp
by respawn-app
A proxy server for Model Context Protocol (MCP) that filters available tools from upstream MCP servers based on a regex-based deny list to optimize context for AI agents.
A proxy server for Model Context Protocol (MCP) that filters available tools from upstream MCP servers based on a regex-based deny list to optimize context for AI agents.
Setup Requirements
- ⚠️Requires Node.js >= 20.0.0.
- ⚠️Requires an existing upstream Model Context Protocol (MCP) server (HTTP/SSE or stdio) to proxy.
- ⚠️Effective tool filtering requires proficiency in regular expressions to define `deny` patterns correctly.
Verified SafeView Analysis
agent-identity-management
by opena2a-org
A production-ready identity verification and security platform for AI agents and Model Context Protocol (MCP) servers, providing cryptographic identity, access control, and real-time threat detection.
A production-ready identity verification and security platform for AI agents and Model Context Protocol (MCP) servers, providing cryptographic identity, access control, and real-time threat detection.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for the recommended full local setup.
- ⚠️Production deployment critically requires overriding numerous default secrets (e.g., database, Redis, MinIO, Grafana passwords, JWT_SECRET, KEYVAULT_MASTER_KEY).
- ⚠️Specific Go (1.23+) and Node.js (18+) versions are required for direct development setup (outside Docker).
Verified SafeView Analysis
mmcp
by koki-develop
Manages Model Context Protocol (MCP) server definitions in a central configuration and applies them to various AI agent tools.
Manages Model Context Protocol (MCP) server definitions in a central configuration and applies them to various AI agent tools.
Setup Requirements
- ⚠️Requires npm or bun for installation.
- ⚠️Relies on specific, predefined file paths for each supported agent's configuration, which might not be compatible with highly customized system setups.
- ⚠️Users must understand that 'mmcp' configures agents to run commands; 'mmcp' itself does not execute the MCP server commands specified.
Verified SafeView Analysis
mcp-accessibility-scanner
by JustasMonkev
Automated web accessibility scanning and browser automation using Playwright and Axe-core, enabling LLMs to perform WCAG compliance checks and generate reports.
Automated web accessibility scanning and browser automation using Playwright and Axe-core, enabling LLMs to perform WCAG compliance checks and generate reports.
Setup Requirements
- ⚠️Requires Node.js >=18.0.0.
- ⚠️Requires Playwright-supported browsers to be installed (Chromium, Firefox, WebKit).
- ⚠️Requires 'Playwright MCP Bridge' VS Code extension if `--extension` or `--vscode` flags are used.
- ⚠️Requires correct JSON configuration for the MCP client (e.g., Claude Desktop).
Review RequiredView Analysis
1xn-vmcp
by 1xn-labs
An open-source platform for composing, customizing, and extending multiple Model Context Protocol (MCP) servers into a single logical, virtual MCP server, enabling fine-grained context engineering for AI workflows and agents.
An open-source platform for composing, customizing, and extending multiple Model Context Protocol (MCP) servers into a single logical, virtual MCP server, enabling fine-grained context engineering for AI workflows and agents.
Setup Requirements
- ⚠️Requires Python 3.10 to 3.13.
- ⚠️Requires `uv` (recommended) or `pip` for package installation.
- ⚠️For full functionality (e.g., running integration tests or interacting with external MCPs), external MCP servers are required.