jragmunch
jragmunch is an open-source Python CLI tool for efficient retrieval-augmented generation (RAG) with Claude. It integrates with the Claude CLI and supports slice-level retrieval for advanced AI workflows.
Overview
3 featuresjragmunch sits in PulseGate's RAG, search & retrieval category. It focuses on maximizing token efficiency for retrieval-augmented generation with Claude using a CLI tool. jragmunch is an open-source project aimed at AI developers and researchers. jragmunch is open source under the Apache-2.0 license. jragmunch is available on the command line, and it can be self-hosted.
jragmunch first shipped in 2026. Among its 3 catalogued features are Token-efficient RAG, Claude CLI integration, and slice-level retrieval. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
- Token-efficient RAG
- Claude CLI integration
- Slice-level retrieval
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about jragmunch
- What is jragmunch?
- Jragmunch focuses on maximizing token efficiency for retrieval-augmented generation with Claude using a CLI tool. It is catalogued under RAG, search & retrieval on PulseGate.
- Who is jragmunch for?
- jragmunch is an open-source project built for AI developers and researchers.
- Is jragmunch free?
- Yes — jragmunch is open source under the Apache-2.0 license and free to use.
- What platforms does jragmunch run on?
- jragmunch runs on the command line. It can also be self-hosted.
- Is jragmunch still maintained?
- Unverified. jragmunch has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What are alternatives to jragmunch?
- Similar projects tracked by PulseGate include ragbits-cli, ragscore, and ragdata.ragbits-cliragscoreragdata
- How long has jragmunch been around?
- jragmunch first shipped in 2026.
- Is jragmunch open source?
- Yes — jragmunch is open source under the Apache-2.0 license.
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