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Vetted Servers(8554)
gaode-mcp-server
by kfzzzzzz
This server likely provides an API to interact with or process data related to Gaode Maps or a mobile content platform.
This server likely provides an API to interact with or process data related to Gaode Maps or a mobile content platform.
Setup Requirements
- ⚠️Requires Gaode API Key (potentially paid service)
- ⚠️Requires a database (e.g., MySQL, MongoDB)
Review RequiredView Analysis
fragrance-mcp
by lflor120
A server for managing and processing fragrance-related data.
A server for managing and processing fragrance-related data.
Review RequiredView Analysis
python-authenticated-mcp-server-scaffold
by albertjoseph0
Provides an authenticated Model Context Protocol (MCP) server that exposes proprietary data sources, specifically travel-industry expert-call transcripts from an OpenAI Vector Store and structured airfare trend data from local files, to ChatGPT or other MCP-capable clients.
Provides an authenticated Model Context Protocol (MCP) server that exposes proprietary data sources, specifically travel-industry expert-call transcripts from an OpenAI Vector Store and structured airfare trend data from local files, to ChatGPT or other MCP-capable clients.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires an Auth0 tenant (or any OAuth 2.1 provider with OIDC discovery) for authentication setup
- ⚠️Requires an OpenAI API Key (Paid Service) for vector store operations
- ⚠️Requires `VECTOR_STORE_ID` to be populated by running an initial script (e.g., `python scripts/upload_expert_calls_to_vector_store.py`)
- ⚠️RESOURCE_SERVER_URL needs to be updated to a public URL for external clients like ChatGPT
Verified SafeView Analysis
astrx-mcp-server
by praneet1503
A high-performance RAG system providing AI-enriched knowledge and semantic search capabilities for a large animal dataset.
A high-performance RAG system providing AI-enriched knowledge and semantic search capabilities for a large animal dataset.
Setup Requirements
- ⚠️Requires API keys for SambaNova, Anthropic Claude, Google Gemini, and Blaxel (or relies on limited demo keys).
- ⚠️Requires Modal CLI installed and authenticated (`modal setup`) for AI enrichment and semantic search embeddings.
- ⚠️Initial data setup (`data/animals.json`, external CSVs) is required, although `scripts/download_and_merge.py` can automate parts of this.
Verified SafeView Analysis
cfbd-mcp-server
by myvfc
Provides college football player statistics from the CFBD API through an MCP (Multi-tool Coordination Protocol) endpoint.
Provides college football player statistics from the CFBD API through an MCP (Multi-tool Coordination Protocol) endpoint.
Setup Requirements
- ⚠️Requires a free CFBD API Key (needs sign-up at collegefootballdata.com).
- ⚠️An `MCP_API_KEY` is recommended for securing the `/mcp` endpoint.
- ⚠️The provided JavaScript server files (`server.js`, `cfbd-stats-server.js`, etc.) only implement the `get_player_stats` tool, despite documentation (CFBD_COMPLETE_PROMPT.md, CFBD_README.md) describing 8 comprehensive tools.
Verified SafeView Analysis
qa_mcp_server
by dominodatalab
Automated User Acceptance Testing (UAT) and performance analysis for the Domino Data Science Platform using an LLM-powered MCP server.
Automated User Acceptance Testing (UAT) and performance analysis for the Domino Data Science Platform using an LLM-powered MCP server.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires access to an active Domino Data Science Platform instance with a valid API key and host configured in a .env file.
- ⚠️Requires Domino user and project names to be configured in a `@domino_project_settings.md` file for LLM client to provide as parameters.
Verified SafeView Analysis
mcp-cloudron
by serenichron
MCP server for Cloudron instance management, enabling AI assistants to list apps, get status, manage resources, and perform validated operations on self-hosted applications.
MCP server for Cloudron instance management, enabling AI assistants to list apps, get status, manage resources, and perform validated operations on self-hosted applications.
Setup Requirements
- ⚠️Requires a `CLOUDRON_API_TOKEN` with 'Read and Write' permissions from your Cloudron Admin Panel. Insufficient permissions will lead to tool failures (e.g., 401 'No such token').
- ⚠️Requires a running and accessible Cloudron instance (`CLOUDRON_BASE_URL` must be correct).
- ⚠️Node.js version 18 or higher is required.
Verified SafeView Analysis
Anthropic_MCP
by saketh395
Builds and operates a Minecraft Protocol (MCP) server-client architecture for game interaction.
Builds and operates a Minecraft Protocol (MCP) server-client architecture for game interaction.
Review RequiredView Analysis
minecraft-pilot
by consigcody94
Control a Minecraft Java Edition server using natural language commands through Claude Desktop via RCON.
Control a Minecraft Java Edition server using natural language commands through Claude Desktop via RCON.
Setup Requirements
- ⚠️Requires a Minecraft Java Edition Server with RCON enabled and correctly configured (port, password).
- ⚠️Requires Node.js 16+ and npm to be installed.
- ⚠️Requires Claude Desktop to be installed and correctly configured with the absolute path to the `mcp-server.js` file, which is a common point of error.
Verified SafeView Analysis
mcp-bible-mcp-server-hmmj24
by William-Ger
Provides comprehensive tools for accessing and studying the Bible, including verse lookup, search, chapter reading, and generating devotional and study guides.
Provides comprehensive tools for accessing and studying the Bible, including verse lookup, search, chapter reading, and generating devotional and study guides.
Setup Requirements
- ⚠️Requires deployment to a remote server (e.g., Railway) to obtain a public URL for connection.
- ⚠️Requires `npx` (Node.js/npm) installed on the client machine to connect via `mcp-remote`.
Verified SafeView Analysis
ep2-filebridge
by thinkingidentities
Facilitates cross-platform file and Git operations for AI agents and other cognates within a sandboxed repository.
Facilitates cross-platform file and Git operations for AI agents and other cognates within a sandboxed repository.
Setup Requirements
- ⚠️Requires Node.js installed to run the server components.
- ⚠️Requires Git installed on the host machine where the server runs, with the target repository initialized at the `FILEBRIDGE_ROOT`.
- ⚠️For full 'Gabe' (ChatGPT) functionality, an external 'Cognate Gateway' and 'Cloudflare Tunnel' (or similar public exposure) are required to route HTTPS requests to the internal HTTP server.
Verified SafeView Analysis
utd-courses-mcp-server
by lalipop05
Serves as a Model Context Protocol (MCP) server to connect Large Language Models (LLMs) with University of Texas at Dallas (UTD) course data and RateMyProfessors ratings.
Serves as a Model Context Protocol (MCP) server to connect Large Language Models (LLMs) with University of Texas at Dallas (UTD) course data and RateMyProfessors ratings.
Setup Requirements
- ⚠️Requires a `NEBULA_API_KEY` which may need to be obtained from UTD Nebula Labs.
- ⚠️The `PATH_TO_ENV` variable in `cmd/server/main.go` is hardcoded to a Windows absolute path and must be updated for different operating systems or installation locations.