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Vetted Servers(8554)
llm_mcp
by AuraFriday
Provides a local, offline LLM inference server with integrated tool-calling capabilities for the MCP ecosystem, enabling autonomous AI agents without cloud dependencies.
Provides a local, offline LLM inference server with integrated tool-calling capabilities for the MCP ecosystem, enabling autonomous AI agents without cloud dependencies.
Setup Requirements
- ⚠️Initial setup requires network access for downloading PyTorch, Transformers, and LLM models from HuggingFace Hub.
- ⚠️Automatic PyTorch installation or upgrade may uninstall existing CPU-only versions and install CUDA versions, potentially requiring a server restart.
- ⚠️Optimal performance necessitates an NVIDIA GPU with CUDA for larger models.
Verified SafeView Analysis
AppleNotesMCP
by gillesdelhaes
Enables AI assistants to interact with Apple Notes on macOS, providing comprehensive notes management (CRUD) and advanced semantic search capabilities through Retrieval-Augmented Generation (RAG).
Enables AI assistants to interact with Apple Notes on macOS, providing comprehensive notes management (CRUD) and advanced semantic search capabilities through Retrieval-Augmented Generation (RAG).
Setup Requirements
- ⚠️Requires macOS operating system and the Apple Notes application to be installed and configured.
- ⚠️Manual setup of macOS Automation permissions for your MCP client to control Apple Notes is necessary.
- ⚠️Requires Python 3.11 or higher.
- ⚠️RAG features necessitate a one-time download of an ~80MB embedding model and consume local CPU/RAM for indexing and searching.
Verified SafeView Analysis
bvbrc-mcp-server
by cucinellclark
This server provides a unified Model Context Protocol (MCP) interface for the Bacterial-Viral Bioinformatics Resource Center (BV-BRC), enabling AI models to query biological data, submit analysis jobs, and manage workspace files programmatically.
This server provides a unified Model Context Protocol (MCP) interface for the Bacterial-Viral Bioinformatics Resource Center (BV-BRC), enabling AI models to query biological data, submit analysis jobs, and manage workspace files programmatically.
Setup Requirements
- ⚠️Requires a BV-BRC (formerly PATRIC) account for authentication and operation. An initial login step is required to generate an authentication token.
- ⚠️The `install.sh` script attempts to clone and install a dependency (`bvbrc-python-api`) from a private GitHub repository (`git@github.com:cucinellclark/bvbrc-python-api.git`), which will fail without appropriate SSH key access or if the repository is not public.
- ⚠️Requires `npm` and `@anthropic-ai/mcpb` CLI for packing the extension if installing as a Claude extension.
- ⚠️The HTTP server is configured to listen on a specific IP address and port (`config.json` shows `140.221.78.67:12007`), implying it's intended for remote access and requires proper network configuration (e.g., firewall rules, DNS) for external MCP clients like ChatGPT or Claude.
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yeelight-mcp
by secretaleph
Controls Yeelight smart lamps on a local network via an MCP server, allowing AI assistants like Claude to manage them through natural language commands.
Controls Yeelight smart lamps on a local network via an MCP server, allowing AI assistants like Claude to manage them through natural language commands.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Yeelight devices must have 'LAN Control' enabled in the Yeelight app.
- ⚠️Manual configuration of Claude Desktop's 'claude_desktop_config.json' is necessary.
- ⚠️Potential firewall issues: UDP port for discovery, TCP port 55443 for device control.
Verified SafeView Analysis
codebase-mcp-server
by upandacross
Provides intelligent search and navigation capabilities for Python, SQL, and Markdown codebases to help LLMs and AI assistants understand and explore large codebases efficiently.
Provides intelligent search and navigation capabilities for Python, SQL, and Markdown codebases to help LLMs and AI assistants understand and explore large codebases efficiently.
Setup Requirements
- ⚠️Requires Python 3.11 or newer.
- ⚠️Requires manual configuration (e.g., `.vscode/mcp.json` or `claude_desktop_config.json`) specifying absolute paths for the Python executable and `server.py`.
- ⚠️The `--codebase` argument, intended to specify the project root for indexing, is currently ignored due to hardcoded `PROJECT_ROOT = Path(__file__).parent.parent.parent` in `server.py` and `indexer.py`. This means the server will always attempt to index a directory two levels above its own location, regardless of the user's `--codebase` input. This is a functional flaw.
- ⚠️Enabling optional embeddings functionality requires additional heavy dependencies like `sentence-transformers` and `torch`, which can significantly increase installation size and memory usage.
Verified SafeView Analysis
linear-flow
by consigcody94
Automates Linear project management tasks such as issue creation, cycle tracking, and label management using natural language commands.
Automates Linear project management tasks such as issue creation, cycle tracking, and label management using natural language commands.
Setup Requirements
- ⚠️Requires Node.js 18+ to be installed.
- ⚠️A Linear account with a personal API key is mandatory for authentication, which grants full workspace access.
- ⚠️Requires Claude Desktop for configuration and execution as an MCP server.
Verified SafeView Analysis
gmail-mcp-server
by Shreykhanna
Integrate Gmail and Google Calendar functionalities into AI agents via a Model Context Protocol (MCP) server.
Integrate Gmail and Google Calendar functionalities into AI agents via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires a Google Cloud Project with Gmail and Calendar APIs enabled to generate `credentials.json`.
- ⚠️Requires an initial OAuth2 authentication flow (handled by `@google-cloud/local-auth`) to generate `token.json`.
- ⚠️The `send_email` tool is hardcoded to send emails from a specific Gmail address (`shrey.khanna.au@gmail.com`), preventing it from sending emails on behalf of the authenticated user.
Verified SafeView Analysis
studio-pilot
by consigcody94
Controls Ableton Live with natural language using an MCP server for AI-assisted music production.
Controls Ableton Live with natural language using an MCP server for AI-assisted music production.
Setup Requirements
- ⚠️Requires Ableton Live 10+ with a third-party OSC remote script (AbletonOSC/LiveOSC) installed and configured in Ableton's MIDI preferences.
- ⚠️Requires Node.js 16+ to be installed.
- ⚠️Requires an MCP-compatible LLM client (e.g., Claude Desktop) to be installed and configured with specific JSON settings to recognize and invoke this server.
Verified SafeView Analysis
RunFromRun
by dumpling815
This server analyzes stablecoin off-chain reserve risk and on-chain market/behavioral risk by parsing PDF reports and collecting on-chain data to calculate integrated risk scores (FRRS, OHS, TRS).
This server analyzes stablecoin off-chain reserve risk and on-chain market/behavioral risk by parsing PDF reports and collecting on-chain data to calculate integrated risk scores (FRRS, OHS, TRS).
Setup Requirements
- ⚠️Docker engine must be running.
- ⚠️Ollama must be installed locally with specified models downloaded and mounted.
- ⚠️Node.js and npx are required for the Claude Desktop integration script.
- ⚠️Requires Python 3.12+.
- ⚠️CoinGecko Demo API Key is mandatory.
- ⚠️Host directories for PDF caching and Ollama models need to be manually created and mounted.
Verified SafeView Analysis
mcp-mssql-server
by enzokamal
Connects to an MS SQL database to expose tables as resources and execute arbitrary SQL queries via an MCP (Multi-Modal Compute Platform) server.
Connects to an MS SQL database to expose tables as resources and execute arbitrary SQL queries via an MCP (Multi-Modal Compute Platform) server.
Setup Requirements
- ⚠️Requires access to an MS SQL Server instance.
- ⚠️Requires `pymssql` and MCP dependencies to be installed.
- ⚠️Relies heavily on environment variables for database configuration.
Review RequiredView Analysis
relay
by Emeenent14
Relay is a desktop application for managing Model Context Protocol (MCP) servers, enabling users to configure, enable/disable, and export these servers for AI applications like Claude Desktop.
Relay is a desktop application for managing Model Context Protocol (MCP) servers, enabling users to configure, enable/disable, and export these servers for AI applications like Claude Desktop.
Setup Requirements
- ⚠️Requires Node.js v18+ to run the frontend build and development server.
- ⚠️Requires Rust toolchain (rustc, cargo) for the backend compilation.
- ⚠️Requires platform-specific build tools (e.g., Visual Studio C++ Build Tools on Windows, Xcode Command Line Tools on macOS, `libwebkit2gtk-4.0-dev build-essential` on Linux) due to its Tauri framework.
Verified SafeView Analysis
iwx-mcp-server
by prepmonk
Provides a Microservice Communication Protocol (MCP) server to expose Infoworks data management tools via a unified API.
Provides a Microservice Communication Protocol (MCP) server to expose Infoworks data management tools via a unified API.
Setup Requirements
- ⚠️Requires `IWX_REFRESH_TOKEN` environment variable
- ⚠️Requires `IWX_BASE_URL` environment variable pointing to an Infoworks API instance
- ⚠️Disables SSL certificate verification (`verify=False`) for upstream Infoworks API calls, which is a critical security vulnerability and should be addressed before production use.