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Vetted Servers(8554)
data-philter
by iunera
Data Philter provides a local-first conversational interface for enterprise data, translating Natural Language to SQL (NL2SQL) using sovereign AI and the Model Context Protocol (MCP) to query databases like Apache Druid and ClickHouse.
Data Philter provides a local-first conversational interface for enterprise data, translating Natural Language to SQL (NL2SQL) using sovereign AI and the Model Context Protocol (MCP) to query databases like Apache Druid and ClickHouse.
Setup Requirements
- ⚠️Requires Docker and Docker Compose installed and running.
- ⚠️Requires access to an existing Apache Druid or ClickHouse cluster.
- ⚠️Requires either a local Ollama installation (which the installer can assist with) or an OpenAI API Key for AI model inference.
Verified SafeView Analysis
mcp-servers
by rubykv
Provides a monorepo for Microservices Communication Protocol (MCP) servers, enabling integration of various development and QA tools like Playwright, Jira, and Xray with the Windsurf platform.
Provides a monorepo for Microservices Communication Protocol (MCP) servers, enabling integration of various development and QA tools like Playwright, Jira, and Xray with the Windsurf platform.
Setup Requirements
- ⚠️Requires 'mcp' Python package to be installed (`pip install mcp`).
- ⚠️Playwright server requires 'Playwright' and 'pytest' installed in the environment.
- ⚠️Jira server requires JIRA_BASE_URL, JIRA_EMAIL, and JIRA_API_TOKEN environment variables.
- ⚠️Xray server requires XRAY_CLIENT_ID and XRAY_CLIENT_SECRET environment variables.
Verified SafeView Analysis
Lmaobox_Context_Server
by titaniummachine1
An MCP (Model Context Protocol) server providing Lmaobox Lua API context, generated type definitions, and Lua project bundling/deployment capabilities for IDE integration.
An MCP (Model Context Protocol) server providing Lmaobox Lua API context, generated type definitions, and Lua project bundling/deployment capabilities for IDE integration.
Setup Requirements
- ⚠️Requires Node.js for automation scripts (bundling, type generation). `npm install` must be run in the `automations/` directory.
- ⚠️Requires Lua 5.4+ compiler. The system attempts to auto-install it using `automations/install_lua.py`, which downloads binaries from external sources (introducing supply chain risk and using unverified SSL).
- ⚠️Requires Python 3.9+ for the core MCP server.
- ⚠️The `bundle` tool explicitly blocks for up to 10-12 seconds during execution, which can freeze AI models. It recommends using absolute paths for `projectDir` to avoid confusion with the server's CWD.
Review RequiredView Analysis
douyin-mcp-server
by yc-w-cn
The Douyin MCP Server provides tools to parse Douyin video share links, extract watermark-free download URLs, download video files, and retrieve video information, designed for self-use or integration with automation tools.
The Douyin MCP Server provides tools to parse Douyin video share links, extract watermark-free download URLs, download video files, and retrieve video information, designed for self-use or integration with automation tools.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Ensure the configured `WORK_DIR` (default: `.data`) has write permissions, otherwise the server will exit.
- ⚠️Requires a Node.js package manager (`pnpm` is recommended for installation, or `npx` for direct execution).
Review RequiredView Analysis
sonarqube-mcp-server-zed
by SonarSource
Integrates SonarQube (Cloud or Server) with the Zed editor, launching a Docker container to provide code quality and security analysis capabilities.
Integrates SonarQube (Cloud or Server) with the Zed editor, launching a Docker container to provide code quality and security analysis capabilities.
Setup Requirements
- ⚠️Docker required to be installed and accessible via `docker_path`.
- ⚠️SonarQube token required for authentication.
- ⚠️SonarQube organization key (for Cloud) or server URL (for Server) required.
Verified SafeView Analysis
se-mcp-for-plugin-dev
by viktor-ferenczi
Provides a code indexing and search server for AI coding agents to assist in Space Engineers game plugin development.
Provides a code indexing and search server for AI coding agents to assist in Space Engineers game plugin development.
Setup Requirements
- ⚠️Requires Space Engineers game installed via Steam and `SPACE_ENGINEERS_ROOT` environment variable defined.
- ⚠️Requires specific versions of .NET 8.0 SDK (Windows x64), ILSpy 8.2.0.7535, and Python 3.12+.
- ⚠️Requires `ilspycmd`, `python`, `git` executables to be on system PATH.
Verified SafeView Analysis
mcp-rag-agent
by larpig
This server provides a production-ready RAG agent for question answering on internal company policies, utilizing hybrid search and grounded responses.
This server provides a production-ready RAG agent for question answering on internal company policies, utilizing hybrid search and grounded responses.
Setup Requirements
- ⚠️Requires MongoDB Atlas account (Paid, for vector search functionality)
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Python 3.11+ only
Verified SafeView Analysis
getoutpost-mcp-server
by aoutpost2-rgb
Integrates real-time Indian options market data and volatility analytics from GetOutpost.in into AI chats, enabling quantitative analysis and trading insights.
Integrates real-time Indian options market data and volatility analytics from GetOutpost.in into AI chats, enabling quantitative analysis and trading insights.
Setup Requirements
- ⚠️Requires a GetOutpost.in account and API tokens (access token, refresh token) obtained by signing up and logging in.
- ⚠️Requires manual creation and configuration of a local credentials JSON file (`~/.getoutpost_credentials.json`) on your device.
- ⚠️Requires Node.js version >=24.0.0.
Verified SafeView Analysis
mcp-server
by trento-project
The Trento MCP Server enables AI assistants to manage and monitor SAP systems by translating natural language commands into interactions with the Trento Project API.
The Trento MCP Server enables AI assistants to manage and monitor SAP systems by translating natural language commands into interactions with the Trento Project API.
Setup Requirements
- ⚠️Requires a running Trento Server (version 3.x or later).
- ⚠️Requires an MCP-compatible AI assistant (e.g., VS Code with GitHub Copilot, Claude Desktop, SUSE AI).
- ⚠️Requires a Trento Personal Access Token (PAT) for API authentication, which is typically passed via the 'Authorization' header and internally mapped to a BEARER_TOKEN environment variable by the server.
- ⚠️The server's HTTP timeouts for headers and writes are set to zero, which can be a security vulnerability (e.g., slowloris attacks).
- ⚠️Conditional requirement: Either `TRENTO_MCP_TRENTO_URL` or `TRENTO_MCP_OAS_PATH` must be provided.
Review RequiredView Analysis
gradio-mcp-hack
by AubinSeptier
The MCP Server provides AI agents with tools to search for job offers and analyze resumes, specifically for job seekers.
The MCP Server provides AI agents with tools to search for job offers and analyze resumes, specifically for job seekers.
Setup Requirements
- ⚠️Requires `poppler-utils` system dependency.
- ⚠️Requires `NEBIUS_API_KEY` for VLM/LLM services.
- ⚠️Job Search Tool (JobSpy) may face rate-limiting or blocking from certain job sites, especially LinkedIn.
- ⚠️Resume Extractor only supports single-page PDF resumes.
Verified SafeView Analysis
odooMCP
by mah007
Acts as a secure intermediary for AI agents (ChatGPT, Google Gemini) to interact with Odoo instances via a JSON-RPC 2.0 compliant API.
Acts as a secure intermediary for AI agents (ChatGPT, Google Gemini) to interact with Odoo instances via a JSON-RPC 2.0 compliant API.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for easy deployment.
- ⚠️Requires a running Odoo instance (versions 10.0 to 18.0).
- ⚠️By default, SSL certificate verification for the Odoo connection is disabled (ssl.CERT_NONE), which is insecure for production use and should be addressed.
- ⚠️Requires configuration of `MCP_API_KEY` for secure access to the proxy endpoints.
Review RequiredView Analysis
felix
by wspotter
Real-time conversational AI voice assistant with local processing, autonomous tool execution, and PWA support.
Real-time conversational AI voice assistant with local processing, autonomous tool execution, and PWA support.
Setup Requirements
- ⚠️Requires local Ollama instance with a model (e.g., `llama3.2`) installed and running.
- ⚠️Music features require MPD (Music Player Daemon) server to be running (default: `localhost:6600`).
- ⚠️Image generation requires ComfyUI to be installed and Stable Diffusion models to be downloaded (e.g., `v1-5-pruned.safetensors`).
- ⚠️Piper TTS may require `espeak-ng 1.52+` (a fix script `fix_piper_espeak.sh` is provided).
- ⚠️Long-term memory requires `openmemory` Python package and a running instance (local SQLite with Ollama embeddings).