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Vetted Servers(9120)
mcp-server-remote
by kevindupas
A remote Model Context Protocol (MCP) server for Claude Desktop and other AI clients to access DQoS data via HTTP/SSE, implementing OAuth 2.0 for secure authentication.
A remote Model Context Protocol (MCP) server for Claude Desktop and other AI clients to access DQoS data via HTTP/SSE, implementing OAuth 2.0 for secure authentication.
Setup Requirements
- ⚠️Requires `DQOS_API_URL` environment variable pointing to an external DQoS API.
- ⚠️For OAuth, in-memory token storage is used, which is not suitable for production multi-instance deployments or restarts; a persistent store like Redis or a database is required for production.
- ⚠️Requires secure generation and management of `OAUTH_CLIENT_ID`, `OAUTH_CLIENT_SECRET`, and `JWT_SECRET` environment variables for production.
- ⚠️HTTPS is strongly recommended and practically required for production deployments, especially when using OAuth.
Verified SafeView Analysis
oncp-mcp-server
by aszmuda
Hosts an MCP-compatible SSE server for LLM clients to trigger and monitor automated resolution jobs via a downstream FastAPI service.
Hosts an MCP-compatible SSE server for LLM clients to trigger and monitor automated resolution jobs via a downstream FastAPI service.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires 'uv' package manager for running and dependency management
- ⚠️Requires a downstream FastAPI service to be reachable at the configured 'RESOLUTION_SERVICE_URL'
- ⚠️Requires a '.env' file configured with 'RESOLUTION_SERVICE_URL'
Verified SafeView Analysis
assetto-corsa-rally-mcp-server
by consolecowboy0
Provides a server to capture and process real-time telemetry data from the game Assetto Corsa Rally.
Provides a server to capture and process real-time telemetry data from the game Assetto Corsa Rally.
Setup Requirements
- ⚠️Requires the game 'Assetto Corsa Rally' to be installed and running.
- ⚠️Requires a suitable environment for running a server application, potentially including specific port configurations or firewall rules.
- ⚠️Specific programming language runtime and dependencies are not mentioned in the truncated README and would need to be identified from the full repository.
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mcp-gitlab-mcp-server5
by bioanywhere
This repository provides Docker deployment configurations and scripts for the gitlab-mcp-server, enabling local development, CI/CD, and GitHub Container Registry integration.
This repository provides Docker deployment configurations and scripts for the gitlab-mcp-server, enabling local development, CI/CD, and GitHub Container Registry integration.
Setup Requirements
- ⚠️Docker required for building and running containers.
- ⚠️Specific application-level environment variables for the MCP server are not defined in this configuration and must be supplied by the user.
- ⚠️Authentication to GitHub Container Registry is required if the image is private.
Verified SafeView Analysis
ORACLE-MCP-SERVER
by bharathRathod23
A Model Context Protocol (MCP) server that connects to an Oracle Database, allowing LLM models to interact with the database and retrieve data.
A Model Context Protocol (MCP) server that connects to an Oracle Database, allowing LLM models to interact with the database and retrieve data.
Setup Requirements
- ⚠️Requires Oracle Instant Client: A native dependency that needs to be installed separately and configured (e.g., Homebrew on macOS, LD_LIBRARY_PATH on Linux).
- ⚠️Requires Oracle Database: Needs Docker Desktop for local setup or access to an existing Oracle Database instance.
- ⚠️Environment Variables: Requires precise configuration of Oracle connection details (ORACLE_USER, ORACLE_PASSWORD, ORACLE_HOST, ORACLE_PORT, ORACLE_SERVICE_NAME) either in a `.env` file or directly within the MCP client's configuration.
Review RequiredView Analysis
my-browser-mcp
by matthsena
Programmatic browser control and automation via a Chrome extension and server for web interactions.
Programmatic browser control and automation via a Chrome extension and server for web interactions.
Setup Requirements
- ⚠️Requires Google Chrome browser installation.
Review RequiredView Analysis
ai-finance-app
by anandprasad29
An AI-powered personal finance assistant that integrates with Copilot Money and Google Sheets to answer finance-related questions via Claude Code CLI.
An AI-powered personal finance assistant that integrates with Copilot Money and Google Sheets to answer finance-related questions via Claude Code CLI.
Setup Requirements
- ⚠️Requires macOS for the Copilot Money application and its local data cache.
- ⚠️Requires manual setup of a Google Cloud Project, enabling specific APIs (Sheets, Drive), and configuring OAuth 2.0 credentials.
- ⚠️Relies on installing external Node.js (`copilot-money-mcp`) and Python (`google-workspace-mcp` via `uvx`) packages globally.
Verified SafeView Analysis
kotlin-web-context-mcp
by omriavigdor2210
Serves as a backend web application or API server built with Kotlin and Ktor.
Serves as a backend web application or API server built with Kotlin and Ktor.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK)
- ⚠️Requires Gradle to build and run
Review RequiredView Analysis
ateliers-public-notes
by yuu-git
A system for managing public notes, including TODOs, ideas, guidelines, and code samples, likely facilitated by an AI-powered MCP server.
A system for managing public notes, including TODOs, ideas, guidelines, and code samples, likely facilitated by an AI-powered MCP server.
Setup Requirements
- ⚠️Requires a running instance of 'ateliers-ai-mcpserver' as detailed in the linked repository (https://github.com/yuu-git/ateliers-ai-mcpserver).
Review RequiredView Analysis
Opus-MCP
by Moenamatics
An API-driven platform for orchestrating, managing, and monitoring the execution of workflows or jobs, potentially involving file uploads and status tracking.
An API-driven platform for orchestrating, managing, and monitoring the execution of workflows or jobs, potentially involving file uploads and status tracking.
Setup Requirements
- ⚠️Requires Node.js and npm/yarn for dependency management and execution.
- ⚠️Requires configuration via environment variables (e.g., database connection, API keys, port) as indicated by `.env.example`.
- ⚠️Likely requires a database and potentially external storage for job artifacts, which are not explicitly specified but implied by 'workflow orchestration' and 'uploading files'.
Review RequiredView Analysis
MCP_server_for_apis
by andreasklae
Provides a Model Context Protocol (MCP) server for Norwegian cultural heritage APIs, enabling AI agents to query Wikipedia, Store Norske Leksikon, and Riksantikvaren databases.
Provides a Model Context Protocol (MCP) server for Norwegian cultural heritage APIs, enabling AI agents to query Wikipedia, Store Norske Leksikon, and Riksantikvaren databases.
Setup Requirements
- ⚠️Requires OpenAI API Key or Azure OpenAI credentials for chat features (paid services).
- ⚠️Requires Python 3.12 or newer.
- ⚠️Session state is in-memory and non-persistent, meaning sessions are lost on server restart and it's not designed for horizontal scaling.
Verified SafeView Analysis
learndocsmcpconsole
by pdebruin
Provides sample code for learning about an MCP server, likely focused on development or specific network protocols.
Provides sample code for learning about an MCP server, likely focused on development or specific network protocols.