pipeshub-ai MCP server
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
What pipeshub-ai does
Summarised from the project README; check the repository for the latest details.
Features
- 📝 Explainable Answers: PipesHub delivers grounded answers with precise block citations to the original documents.
- 🔒 Permission-Aware Search: Enforces source-level access controls so users only see what they're authorized to.
- 🧠 Bring Your Own Model, Fully Self-Hostable: Any LLM provider, deployed in your VPC — data never leaves your infrastructure.
- 🔌 Enterprise Connectors: 50+ connectors with real-time and scheduled indexing out of the box.
- 🕸️ Knowledge Graph Retrieval: Graph-backed retrieval that captures relationships across enterprise data.
- 🎙️ Multimodal Support: Image, diagram, and scanned-file understanding plus voice-based interaction.
Repository: pipeshub-ai/pipeshub-ai
Website: https://pipeshub.com
Stars: ★3833
Language: Python
Last updated: 2026-10-14
agentic-ragaiai-agentsclaude-codecontext-engineeringcontext-layerdeep-researchenterprise-searchgleangraphraghybrid-searchknowledge-graphllmmcpmcp-serverollamapythonragself-hostedworkplace-ai
Website: https://pipeshub.com
Stars: ★3833
Language: Python
Last updated: 2026-10-14
agentic-ragaiai-agentsclaude-codecontext-engineeringcontext-layerdeep-researchenterprise-searchgleangraphraghybrid-searchknowledge-graphllmmcpmcp-serverollamapythonragself-hostedworkplace-ai
How to install pipeshub-ai
No install config was found in this README. See the repository for setup steps, then follow our guides for Claude Desktop, Cursor or VS Code.
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