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MCP server · RAG

Rag Best Practices

by · github.com/grigortodorov/rag-best-practices

Educational RAG playbook + stdlib Python toolkit: chunking, hybrid search, eval, claim-check anti-hallucination, canaries, citations

Unclaimed best-practicescitationseducationevaluationgroundinghallucinationllmmcppythonragretrieval-augmented-generationstdlib
InstallView source
34Low

Scored 20 days ago · breakdown

About Rag Best Practices

Rag Best Practices is an MCP server published by grigortodorov in the RAG category: educational RAG playbook + stdlib Python toolkit: chunking, hybrid search, eval, claim-check anti-hallucination, canaries, citations.

The repository has 2 stars and 0 forks, with the last commit 24 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/grigortodorov/rag-best-practices

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.10.0v0.10.0 — Source conflict check · 23 Sep 2026ragpractices 0.10.0 — Source conflict check Highlights Pre-answer conflict detector** (`ragpractices.conflict_check` / CLI `conflict-check`): flag when retrieved sources disagree on **numbers** (similar local context or strong keyword…
v0.9.0v0.9.0 — Claim-support audit · 22 Sep 2026ragpractices 0.9.0 — Claim-support audit Highlights New \`claim-check\`**: claim-level content-word overlap (\`supported\` / \`weak\` / \`unsupported\`) plus hard **number / date / id** faithfulness. Decision gate: \`pass\` / \`rewrite\` /…
v0.8.0ragpractices 0.8.0 · 22 Sep 2026ragpractices 0.8.0 Niche tools that most RAG repos describe but rarely ship as commands. Added Chunking A/B** (`ragpractices chunk-ab`) — compare fixed / fixed_small / fixed_large / headings with document-level hit@k + MRR after chunking…
v0.7.0ragpractices 0.7.0 · 22 Sep 2026ragpractices 0.7.0 Highlights Strategy compare** — `ragpractices compare` runs golden cases through `keyword`, `hybrid`, `rewrite_hybrid`, `hybrid_rerank` (hit@k + MRR + ranking) Grounded prompt templates** — `ragpractices prompt` (`cite`…
Questions

About Rag Best Practices

How do I install Rag Best Practices?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Rag Best Practices safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Rag Best Practices still maintained?

Yes — the latest release is v0.10.0 (23 Sep 2026), and the last commit was 24 days ago. The repository has 2 stars.