devflowinc/trieve

Overview

An open-source platform that provides APIs for search, recommendations, retrieval-augmented generation (RAG), and analytics. Built in Rust, it offers a unified backend for building AI-driven features.

Best for

Best for
Developers building custom AI search and retrieval systems

Use cases

• Adding search functionality to applications
• Building recommendation systems
• Enabling RAG-based chatbots or Q&A systems

How to use

Install

npx -y @smithery/cli install trieve-mcp-server --client claude

Tested with

Claude Desktop, VS Code, ChatGPT

Notes

An open-source platform that provides APIs for search, recommendations, retrieval-augmented generation (RAG), and analytics. Built in Rust, it offers a unified backend for building AI-driven features.

2,670 stars on GitHub. Last updated 2026-01-25. Licensed MIT.

Use cases

• Adding search functionality to applications
• Building recommendation systems
• Enabling RAG-based chatbots or Q&A systems

Pros

• Rust-based for performance and reliability
• Unified API for multiple AI features
• Open source with community support (2670 stars)

Cons

• Requires self-hosting or additional infrastructure
• Not a no-code tool, requires development effort
• Documentation may be limited beyond API specs

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.