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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.

Skills · 1,650 MCP servers · 523 Plugins · 101 Commands · 99 Agents · 97 Cursor rules · 95
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mcp-agentic-rag

433

sandovalmedeiros/mcp_agentic_rag

MCP server Claude CodeCodexCursor +2

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

not rated 0 9mo ago A tokens not measured

r2r-rag-search-agent

434

evgenygurin/r2r-rag-search-agent

MCP server Claude CodeCodexCursor +2

MCP server "r2r-rag-search-agent" as configured in evgenygurin/r2r-rag-search-agent. Runs locally from the r2r-rag-search-agent Python package.

not rated 0 9mo ago A tokens not measured

vault-rag-mcp

435

fjacquet/vault-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 23d ago A tokens not measured

rag-anything-mcp-server

436

nguyenngocdue/RAG-MCP

MCP server Claude CodeCodexCursor +2

MCP server "rag-anything-mcp-server" as configured in nguyenngocdue/RAG-MCP. Runs locally from the rag-anything-mcp-server Python package.

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

local-rag-core

437

linkwut-create/local-rag-core

MCP server Claude CodeCodexCursor +2

MCP server "local-rag-core" as configured in linkwut-create/local-rag-core. Runs locally from the local-rag-core Python package.

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

azure-ai-search-mcp-server

438

mm-repos/langgraph-claude-azure-mcp

MCP server Claude CodeCodexCursor +2

MCP server "azure-ai-search-mcp-server" as configured in mm-repos/langgraph-claude-azure-mcp. Runs locally from the azure-ai-search-mcp-server Python package.

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

rag-mcp-server

439

ali-48/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "rag-mcp-server" as configured in ali-48/rag-mcp-server. Runs locally from the rag-mcp-server npm package.

not rated 0 6mo ago A tokens not measured

jina-ai-mcp-server-nodejs

440

zk-armor/mcp-jina-ai

MCP server Claude CodeCodexCursor +2

An MCP server for Jina AI, providing tools for embeddings, reranking, and generation. NodeJS Version. Runs locally from the jina-ai-mcp-server-nodejs npm package.

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

muxue_rag

441

musnows/muxue_rag_mcp

MCP server Claude CodeCodexCursor +2

MCP server "muxuerag" as configured in musnows/muxueragmcp. Runs locally from the mcp_rag_tool Python package.

not rated 0 8mo ago A tokens not measured

pocket-agent-mcp

442

VikashS/pocket_agent_mcp

MCP server Claude CodeCodexCursor +2

MCP based Pocket Agent in vector db ( chroma) as storage. Runs locally from the pocket-agent-mcp Python package.

not rated 0 8mo ago A tokens not measured original MIT

code-context-mcp

443

RaheesAhmed/code-context-mcp

MCP server Claude CodeCodexCursor +2

MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.

not rated 0 7mo ago A tokens not measured copy · 100% MIT

rag-mcp-server

444

Rubrum95/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing. Runs locally from the rag-mcp-server Python package.

not rated 0 5mo ago A tokens not measured

bedrock-kb-mcp-server

445

kawanishi0117/kk-mcp

MCP server Claude CodeCodexCursor +2

MCP server "bedrock-kb-mcp-server" as configured in kawanishi0117/kk-mcp. Runs locally from the bedrock-kb-mcp-server Python package.

not rated 0 9mo ago A tokens not measured

bedrock-kb-mcp-server

446

r3-yamauchi/bedrock-kb-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "bedrock-kb-mcp-server" as configured in r3-yamauchi/bedrock-kb-mcp-server. Runs locally from the bedrock-kb-mcp-server Python package.

not rated 0 6mo ago A tokens not measured original MIT

qure-semantic-search-mcp

448

mix0z/Semantic-Search-MCP

MCP server Claude CodeCodexCursor +2

MCP server "qure-semantic-search-mcp" as configured in mix0z/Semantic-Search-MCP. Runs locally from the qure-semantic-search-mcp Python package.

not rated 0 9mo ago A tokens not measured

chroma-mcp-server

449

rkilchmn/chroma-mcp-server

MCP server Claude CodeCodexCursor +2

Chroma MCP Server - Vector Database Integration for LLM Applications. Runs locally from the chroma-mcp-server Python package.

not rated 0 11mo ago A tokens not measured

ragmcp

450

Sriragulcodez/RAGMCP

MCP server Claude CodeCodexCursor +2

MCP server "ragmcp" as configured in Sriragulcodez/RAGMCP. Runs locally from the ragmcp Python package.

not rated 0 7mo ago A tokens not measured

pdf-rag-mcp

451

MBaranekTech/pdf-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 5mo ago A tokens not measured original MIT

testigo-recall-mcp

452

testigo-recall/testigo-recall-mcp

MCP server Claude CodeCodexCursor +2

MCP server for querying testigo-recall knowledge bases. Runs locally from the testigo-recall-mcp Python package.

not rated 0 26d ago A tokens not measured

turbopuffer-mcp

453

aryanma/turbopuffer-mcp

MCP server Claude CodeCodexCursor +2

MCP server "turbopuffer-mcp" as configured in aryanma/turbopuffer-mcp. Runs locally from the turbopuffer-mcp Python package.

not rated 0 6mo ago A tokens not measured

chromadb-mcp

454

lbaret/chromadb-retriever-mcp

MCP server Claude CodeCodexCursor +2

MCP server "chromadb-mcp" as configured in lbaret/chromadb-retriever-mcp. Runs locally from the chromadb-mcp Python package.

not rated 0 5mo ago A tokens not measured

weaviate-mcp

455

vbhasker/weaviate-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Weaviate vector database. Runs locally from the weaviate-mcp Python package.

not rated 0 5mo ago A tokens not measured

glowfic-search

456

keenanpepper/glowfic-rag

MCP server Claude CodeCodexCursor +2

MCP server "glowfic-search" as configured in keenanpepper/glowfic-rag. Runs rag.mcp_server with .venv/bin/python3.

not rated 0 4mo ago A tokens not measured