Curated Category · 4852 matches in registry

RAG, Search & Retrieval.

Vector stores, embeddings, hybrid retrieval, re-ranking, and query pipelines. The pattern that makes any agent useful on a private corpus.

ragsearchvectorembeddingretrievalragrerankelasticsearch

Good for: universal

Top 15 of 4852

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Ranked by scanner verdict (CLEAN preferred), GitHub stars, reproducibility, and permissive license compatibility. The top 15 in this category.

#1CLEAN

ai.stompy/stompy

MCP Registry

score 135match 1

#2CLEAN

com.streamlinehq/mcp

MCP Registry

score 135match 1

#3CLEAN

io.github.cesco345/capital-equipment

MCP Registry

score 135match 1

#4CLEAN

io.github.Cranot/agentskb

MCP Registry

score 135match 1

#5CLEAN

io.github.halflifezyf2680/mpm-coding

MCP Registry

score 135match 1

#6CLEAN

io.github.kcofoni/pmwiki-mcp

MCP Registry

score 135match 1

#7CLEAN

io.github.topofgames/la-ei-romania

MCP Registry

score 135match 1

#8CLEAN

basic-usage

Claude Skills Registry

score 100match 3

#9CLEAN

ccg-rag

Claude Skills Registry

score 100match 3

#10CLEAN

contextual-chunking

Claude Skills Registry

score 100match 3

#11CLEAN

datadog-logs

Claude Skills Registry

score 100match 3

#12CLEAN

account-tiering

Claude Skills Registry

score 100match 2

#13CLEAN

add-capacitor-android

Claude Skills Registry

score 100match 2

#14CLEAN

add-electron-wrapper

Claude Skills Registry

score 100match 2

#15CLEAN

add-feature

Claude Skills Registry

score 100match 2

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