RAG and vectors

2,555 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

vibescout

529

sevenseconds/vibescout

MCP server Claude CodeCodexCursor +2

A high-performance local MCP server for semantic code search, summarization, and RAG. Runs locally from the @sevenseconds/vibescout npm package.

not rated 0 7mo ago A tokens not measured original MIT

rag-retriever

531

code-lawyer/rag-retriever

MCP server Claude CodeCodexCursor +2

A tool for crawling, indexing, and semantically searching web content with RAG capabilities. Runs locally from the rag-retriever Python package.

not rated 0 2mo ago A tokens not measured

confluence-k8s-rag

532

piter5285/hybrid-agentic-RAG

MCP server Claude CodeCodexCursor +2

MCP server "confluence-k8s-rag" as configured in piter5285/hybrid-agentic-RAG. Runs locally from the confluence-k8s-rag Python package.

not rated 0 2mo ago A tokens not measured original Apache-2.0

lightrag-mcp

533

nailmailster/lightrag-mcp

MCP server Claude CodeCodexCursor +2

MCP server for LightRag. Runs locally from the lightrag-mcp npm package.

not rated 0 2mo ago A tokens not measured copy · 100% MIT

embedforge

534

He-user520/EmbedForge

MCP server Claude CodeCodexCursor +2

MCP server "embedforge" as configured in He-user520/EmbedForge. Runs locally from the embedforge Python package.

not rated 0 2mo ago A tokens not measured original MIT

kioku

535

sandovaldavid/kioku

MCP server Claude CodeCodexCursor +2

MCP server "kioku" as configured in sandovaldavid/kioku. Launched with kioku. Needs 3 environment variables to run.

not rated 0 yesterday A tokens not measured original MIT

grp-kb-mcp

536

Arvindh95Censof/kb-mcp

MCP server Claude CodeCodexCursor +2

Semantic search MCP server for an Acumatica KB Obsidian vault (Smart Connections embeddings). Runs locally from the grp-kb-mcp Python package.

not rated 0 1mo ago A tokens not measured

signalforge-mcp

537

karthikeyGoli/signalforge

MCP server Claude CodeCodexCursor +2

Local-first MCP prompt intent compiler with RAG-backed context retrieval for Codex, Claude Code, Cursor, and generic LLM workflows. Runs locally from the signalforge-mcp npm package.

not rated 0 2mo ago A tokens not measured

myrmion-graphrag

538

e2its/myrmion-graphrag

MCP server Claude CodeCodexCursor +2

MCP server "myrmion-graphrag" as configured in e2its/myrmion-graphrag. Runs locally from the myrmion-graphrag Python package.

not rated 0 2mo ago A tokens not measured original MIT

Nhuajia/RAG_MCP

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in Nhuajia/RAGMCP. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

source-rag-mcp

540

hanhy06/source-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "source-rag-mcp" as configured in hanhy06/source-rag-mcp. Runs locally from the source-rag-mcp npm package.

not rated 0 10d ago A tokens not measured

lijunjie469/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in lijunjie469/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

mcp-server-qdrant

542

ai-integr8tor/mcp-server-qdrant

MCP server Claude CodeCodexCursor +2

MCP server for retrieving context from a Qdrant vector database. Runs locally from the mcp-server-qdrant Python package.

not rated 0 19d ago A tokens not measured original Apache-2.0

federated-search

543

ArkTechNWA/federated-search

MCP server Claude CodeCodexCursor +2

Federated search module with PGVector and reranking support. Runs locally from the federated-search Python package.

not rated 0 2mo ago A tokens not measured

mnemosure

544

jsiksn/mnemosure

MCP server Claude CodeCodexCursor +2

Source-grounded memory layer for AI agents — cites its sources, says "I don't know" when it lacks evidence, and corrects superseded facts. MCP-ready. Runs locally from the mnemosure Python package.

not rated 0 today A tokens not measured original MIT

scrapedatshi-mcp

545

scrapedatshi/scrapedatshi-mcp

MCP server Claude CodeCodexCursor +2

MCP server for the scrapedatshi RAG pipeline API — use scrapedatshi tools directly from Claude Desktop. Runs locally from the scrapedatshi-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

mcp-rag-assistant

547

EdwinIN01/mcp-rag-assistant

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-assistant" as configured in EdwinIN01/mcp-rag-assistant. Launched with C:\Users\Mr. Wu\anaconda3\envs\rag\python.exe -m mcp_server.server.

not rated 0 7d ago A tokens not measured

rag-mcp

548

TyrelCB/rag-mcp

MCP server Claude CodeCodexCursor +2

This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.

not rated 0 2mo ago A tokens not measured

sqlite-rag-mcp

549

giuseppeferretti/sqlite-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "sqlite-rag-mcp" as configured in giuseppeferretti/sqlite-rag-mcp. Runs locally from the sqlite-rag-mcp Python package.

not rated 0 2mo ago A tokens not measured original MIT

agentic-rag

550

phense/agentic-rag

MCP server Claude CodeCodexCursor +2

MCP server "agentic-rag" as configured in phense/agentic-rag. Runs locally from the agentic-rag Python package.

not rated 0 yesterday A tokens not measured original MIT

local-rag-mcp

551

junchenghe01/local-rag-mcp

MCP server Claude CodeCodexCursor +2

RAG Knowledge MCP Server — FastMCP + LanceDB + Hybrid Search. Runs locally from the local-rag-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

corpus-rag

552

monahand1023/corpus

MCP server Claude CodeCodexCursor +2

Single-user RAG framework for personal archives. Local-first, MCP-native. Runs locally from the corpus-rag Python package.

not rated 0 4d ago A tokens not measured original MIT