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Vetted Servers(8554)
onekgp-mcp
by dnaerys
Provides natural language access to the 1000 Genomes Project dataset for genomic variant analysis.
Provides natural language access to the 1000 Genomes Project dataset for genomic variant analysis.
Setup Requirements
- ⚠️Requires JRE 21 for runtime.
- ⚠️Requires a connection to the public Dnaerys variant store service at db.dnaerys.org:7443.
- ⚠️Local build requires Maven and packaging as a single über-jar.
Review RequiredView Analysis
microcms-document-mcp-server
by microcmsio
This server provides AI assistants access to microCMS documentation by searching and retrieving content from local Markdown files.
This server provides AI assistants access to microCMS documentation by searching and retrieving content from local Markdown files.
Setup Requirements
- ⚠️Requires Node.js runtime environment.
- ⚠️Documentation content must be present in the local `docs` directory alongside the server.
- ⚠️The server exposes the content of its `docs` directory; ensure no sensitive data is stored there.
Verified SafeView Analysis
ProjectDocsServer
by wullemsb
Provides project documentation and resources to Large Language Models (LLMs) via the Model Context Protocol (MCP).
Provides project documentation and resources to Large Language Models (LLMs) via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires .NET 9.0 SDK installed.
Verified SafeView Analysis
moodle-webservice_mcp
by onbirdev
Integrates Moodle's web services with AI assistants and external systems using the Model Context Protocol (MCP), exposing Moodle functions as discoverable tools.
Integrates Moodle's web services with AI assistants and external systems using the Model Context Protocol (MCP), exposing Moodle functions as discoverable tools.
Setup Requirements
- ⚠️Requires Moodle 4.2 or higher
- ⚠️Requires PHP 8.0 or higher
- ⚠️Moodle Web Services must be enabled and an external service/token manually configured via the Moodle admin UI.
Verified SafeView Analysis
meds-mcp
by VISTA-Stanford
A Medical Context Protocol (MCP) server for retrieving and analyzing de-identified patient EHR data, facilitating LLM-powered chat interaction and evidence review with medical ontologies and faceted search.
A Medical Context Protocol (MCP) server for retrieving and analyzing de-identified patient EHR data, facilitating LLM-powered chat interaction and evidence review with medical ontologies and faceted search.
Setup Requirements
- ⚠️Access to the MedAlign dataset requires approval from Stanford and a REDIVIS_ACCESS_TOKEN.
- ⚠️Stanford APIM LLM access requires a VAULT_SECRET_KEY, Stanford VPN connectivity, and appropriate API credentials. The `secure-llm` library is a private dependency.
- ⚠️A MeiliSearch server must be running locally on http://localhost:7700 for faceted search functionality.
- ⚠️Requires Python 3.10+ and `uv` for dependency management.
Verified SafeView Analysis
mcp-structured-memory
by nmeierpolys
Provides structured, domain-specific memory management for AI agents to use in ongoing projects, storing accumulated context in local markdown files.
Provides structured, domain-specific memory management for AI agents to use in ongoing projects, storing accumulated context in local markdown files.
Setup Requirements
- ⚠️Requires Node.js version 20.0.0 or higher.
- ⚠️Requires local file system access for memory storage in platform-specific directories (e.g., `~/Library/Application Support/` on macOS, `~/.local/share/` on Linux).
- ⚠️Requires manual configuration of the LLM client (e.g., Claude Desktop `mcpServers` entry) and explicit instructions added to the project context for the AI to effectively utilize the memory server's tools.
Verified SafeView Analysis
mcp
by ai-endurance
The AI Endurance MCP server provides conversational access to personal training data, workouts, performance analytics, and training plan management for runners, cyclists, and triathletes through AI assistants.
The AI Endurance MCP server provides conversational access to personal training data, workouts, performance analytics, and training plan management for runners, cyclists, and triathletes through AI assistants.
Setup Requirements
- ⚠️Requires an AI Endurance account and active subscription.
- ⚠️Access to Claude Pro or an MCP-compatible client is necessary.
- ⚠️OAuth 2.0 authorization is required for initial setup, which involves granting access to your AI Endurance data.
Verified SafeView Analysis
ai-session-bridge
by frknyldz
Enables AI coding agents to access and search conversation history from various local AI tools like VS Code Copilot, Cursor, and Rovodev to maintain context across sessions.
Enables AI coding agents to access and search conversation history from various local AI tools like VS Code Copilot, Cursor, and Rovodev to maintain context across sessions.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Relies on specific local storage paths for AI tools (VS Code Copilot, Cursor, Rovodev); non-standard installations might require setting `VSCODE_STORAGE`, `CURSOR_STORAGE`, or `ROVODEV_HOME` environment variables.
- ⚠️Installation is recommended via `pipx` for isolated global access or manual `venv` setup for development.
Verified SafeView Analysis
mcp_cafe
by fungiboletus
Simulates technical discussions with various AI agent personalities to aid in problem-solving and brainstorming.
Simulates technical discussions with various AI agent personalities to aid in problem-solving and brainstorming.
Setup Requirements
- ⚠️Requires Ollama to be installed and running locally (or at a specified endpoint)
- ⚠️Requires the specified Ollama model (default `gemma3`) to be available or pullable via Ollama
- ⚠️Requires Python virtual environment setup and dependencies installed from `requirements.txt`
Verified SafeView Analysis
Junction-2025
by alexha11
The MCP Server acts as a bridge, exposing OPC UA (Open Platform Communications Unified Architecture) digital twin variables and historical data through an MCP (Microservice Communication Protocol) interface, enabling other services like AI agents to read, write, browse, and aggregate real-time industrial data.
The MCP Server acts as a bridge, exposing OPC UA (Open Platform Communications Unified Architecture) digital twin variables and historical data through an MCP (Microservice Communication Protocol) interface, enabling other services like AI agents to read, write, browse, and aggregate real-time industrial data.
Setup Requirements
- ⚠️Requires an OPC UA server to be running and accessible at 'OPCUA_SERVER_URL'.
- ⚠️Needs the 'opcua-client' Python library (e.g., 'python-opcua') and 'mcp' library to function correctly.
Verified SafeView Analysis
semantic-code-search-mcp-server
by elastic
This MCP server exposes indexed code data to AI coding agents, enabling structured interaction for codebase understanding, code discovery, symbol analysis, and file content reconstruction.
This MCP server exposes indexed code data to AI coding agents, enabling structured interaction for codebase understanding, code discovery, symbol analysis, and file content reconstruction.
Setup Requirements
- ⚠️Requires a running Elasticsearch instance (v8.0+) with the ELSER model downloaded and deployed.
- ⚠️A codebase must first be indexed using the Semantic Code Search Indexer (from the referenced GitHub repository).
- ⚠️Requires Node.js v20+ and npm for local development/running outside Docker.
Verified SafeView Analysis
investec-mcp
by Nicolaas0411
An MCP server that integrates with the Investec Open Banking API, enabling AI agents to access banking information and perform transactions.
An MCP server that integrates with the Investec Open Banking API, enabling AI agents to access banking information and perform transactions.
Setup Requirements
- ⚠️Python 3.12+ is required.
- ⚠️Requires an Investec Developer account with API credentials (Client ID, Client Secret, API Key).
- ⚠️Requires `uv` for easy Python dependency management or manual `pip` installation.
- ⚠️A Docker build step is required if deploying as a container.