retrieval plugins

by Jose Estévez

Navigate Markdown structure and retrieve only the relevant section through MCP.

by Microsoft

Create and retrieve from a Foundry IQ knowledge base using File, Azure Blob, or ADLS Gen2, then connect an existing Prompt or Hosted Agent.

by Matt Corbett

AI / RAG Engineering specialist team — agents (rag-architect-lead, retrieval-eval-analyst, ingestion-chunking-specialist, llm-serving-cost-specialist), skills, templates, commands, an advisory hook, best-practice rules, and a research-grounded knowledge bank. A RAG team for an ML engineer or AI product lead accountable for answer quality and serving cost — it fixes retrieval before generation, treats chunking as a retrieval decision, evals before it ships, and reads context-window and token economics. Inherits ravenclaude-core protocols.

by Wildcat Labs

Source-linked JSONL chunks from Solidity compiler inputs and Markdown documents.

by Giulio D'Erme

Memory that abstains instead of guessing. Searches your project's own notes and decisions, marks a retracted claim as superseded, and refuses when nothing clears the threshold.

by Giulio D'Erme

RE-call project memory with abstention, shared front matter, and lifecycle hooks for Codex.

by MattsomStudio

Provenance-aware memory for Claude Code: a generated MEMORY.md index, per-prompt retrieval of un-loaded memories, and the memsom MCP tools (retrieve, ask, blame, revoke...). Requires `pip install memsom` so the `memsom` / `memsom-mcp` executables are on PATH.

by Rhize Media

Keeps Claude's memory and working context organized across long sessions so information isn't lost or repeated — for anyone running long or complex Claude sessions.

by agentic-toolkit contributors

Vault interface: filesystem-first operations and health, search, graph-aware distill, and the unattended pipeline that rebuilds Index, maps and Now.

by Sebastian Rädle

Wissensmanagement-Agent: Wissen einpflegen, abrufen, synthetisieren, destillieren und Vault-Pflege für Obsidian Vaults via CLI und Dateisystem. Erstellt Mermaid- und PlantUML-Diagramme reference-first (offline gespiegelte Doku, lokale Validierung) und empfiehlt die passende Diagrammart.

by yukineko

A thin control layer around Claude Code's built-in compaction: pin + lossless-recall + retrieval + tool-hygiene, wired as a single hook-dispatch binary. Separates the three axes it touches — size (window occupancy), cost (recompute/cache), correctness (norm preservation) — and never writes its own lossy summarizer (compression is delegated to built-in compaction). Subscription-native (hooks + binary, no API key).

by Mike Darmousseh

Answer-aware memory for Markdown notes: hybrid search + a pluggable passage reranker (local cross-encoder, jev, any OpenAI-compatible LLM, or your own) that finds the note that states the answer.

by Hodios contributors

Hodios ai-ml entries: prompts, personas and workflows.

by Shawn

Source-grounded Paper Wiki, Lab idea graph, and incremental coding context for Codex.

by Shawn

Source-grounded Paper Wiki, Lab idea graph, and incremental coding context for research agents.

by yukineko

v0.1.7: cargo fmt --all reformatting only (fixes the 'build & commit plugin binaries' smoke workflow's `cargo fmt --all --check` gate, chronically red on main since 2026-07-21 per scripts/check-ci-red.py); no behavior change. Project knowledge retrieval + injection for Claude Code: a UserPromptSubmit hook that pulls the curated atomic notes relevant to your prompt and injects them under a strict char budget, so conventions and gotchas resurface without re-typing. Subscription-native (one hook + bundled Rust binary, no API key).

by Ekalabya Ghosh

Semantic code search for coding agents: describe the behavior, get back the relevant code and its call sites.

by Somtech

Déploiement et documentation du Somtech RAG Service. Provisionne une instance par client × environnement (dev/staging/prod) sur Fly.io + Supabase, et fournit la connaissance d'architecture et d'usage.