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ragmcp

Retrieval augmented generation server for policy documents, exposing search, grounded Q&A with verified citations, and source management as MCP tools. Runs with local Ollama models for free or managed AWS backends, with an evaluation harness for retrieval and grounding metrics.

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as last read from GitHub; most reads are from 2 Sep 2026 or later
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Install

No one-command install. Set it up from its source.

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What it is

Retrieval augmented generation server for policy documents, exposing search, grounded Q&A with verified citations, and source management as MCP tools. Runs with local Ollama models for free or managed AWS backends, with an evaluation harness for retrieval and grounding metrics.

When to use it

Retrieval augmented generation server for policy documents, exposing search, grounded Q&A with verified citations, and source management as MCP tools. Runs with local Ollama models for free or managed AWS backends, with an evaluation harness for retrieval and grounding metrics.

How to install / invoke

See Glama for the install config.

Notes

Listed from the Glama MCP registry.