RAG and vectors

2,543 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.

mcp-kql-server

409

ksagala/mcp-kql-server

MCP server Claude CodeCodexCursor +2

AI-Powered MCP server for KQL query execution with Natural Language to KQL (NL2KQL) conversion, intelligent schema memory, RAG-enhanced context assistance, and semantic search capabilities. Runs locally from the mcp-kql-server Python package.

not rated 0 1y ago A tokens not measured

mcp-server-vikingdb

410

fastmcp-me/vikingdb-mcp-server

MCP server Claude CodeCodexCursor +2

a mcp server for vikingdb store and search. Runs locally from the mcp-server-vikingdb Python package.

not rated 0 10mo ago A tokens not measured fork

mcp-server-qdrant

411

Jimmy974/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 1y ago A tokens not measured

mmwrag

412

mikrominiw/scientific-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mmwrag" as configured in mikrominiw/scientific-rag-mcp. Runs locally from the mmwrag Python package.

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

mcp-rag

413

apatoliya/mcp-rag

MCP server Claude CodeCodexCursor +2

A local MCP server for retrieval-augmented generation, a method that lets an AI find relevant information before forming an answer. The description does not specify its data sources or tools.

not rated 0 1y ago A tokens not measured

VirtualCoder0/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in VirtualCoder0/rag-mcp-server. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 6mo ago A tokens not measured

cursor-mcp-rag

415

MeetRathodNitsan/MCP1

MCP server Claude CodeCodexCursor +2

MCP server "cursor-mcp-rag" as configured in MeetRathodNitsan/MCP1. Runs locally from the cursor-mcp-rag Python package.

not rated 0 1y ago A tokens not measured

local-rag

416

zongzi-zongzhi/local-Rag

Skill Claude CodeCodex

Search, ingest, expand chunk context, or manage local documents via a local RAG MCP server (tools: querydocuments, readchunkneighbors, ingestfile, ingestdata, deletefile, listfiles). Use when user says "search my docs", "save this page", "read around that chunk", "what did I save about X", or invokes npx local-rag.

not rated 0 2mo ago A 82 tokens original MIT

rag-mcp

417

ldilba/MCP

MCP server Claude CodeCodexCursor +2

MCP server "rag-mcp" as configured in ldilba/MCP. Runs locally from the mcp[cli] Python package.

not rated 0 1y ago A tokens not measured

ragandllm-mcp

418

iijimam/RAGandLLM-MCP

MCP server Claude CodeCodexCursor +2

MCP server "ragandllm-mcp" as configured in iijimam/RAGandLLM-MCP. Runs locally from the ragandllm-mcp Python package.

not rated 0 1y ago A tokens not measured

rag-mcp-app

419

Alex-ChanHC/rag-mcp-app

MCP server Claude CodeCodexCursor +2

MCP server "rag-mcp-app" as configured in Alex-ChanHC/rag-mcp-app. Runs locally from the rag-mcp-app Python package.

not rated 0 1y ago A tokens not measured

fhir-ig-rag

420

davidcumming/fhir-ig-rag

MCP server Claude CodeCodexCursor +2

MCP server "fhir-ig-rag" as configured in davidcumming/fhir-ig-rag. Runs locally from the fhir-ig-rag Python package.

not rated 0 6mo ago A tokens not measured

rag

421

monthop-gmail/rag-mcp-claude

MCP server Claude CodeCodexCursor +2

MCP server "rag", hosted remotely at localhost, as configured in monthop-gmail/rag-mcp-claude.

not rated 0 6mo ago A tokens not measured

baas-mcp

422

mbaas-inc/BaaS-MCP

MCP server Claude CodeCodexCursor +2

An MCP server for an AI application’s BaaS authentication system, with AI-based document search and code generation. BaaS means backend services provided for an application.

not rated 0 11mo ago A tokens not measured

kb-search

423

thypon/kb

MCP server Claude CodeCodexCursor +2

MCP server "kb-search" as configured in thypon/kb. Runs locally from the kb-search Python package.

not rated 0 12mo ago A tokens not measured

AINative-Studio/ainative-zerodb-mcp-server

MCP server Claude CodeCodexCursor +2

AINative ZeroDB MCP Server - 77 operations for vector search, TurboQuant vector compression (PolarQuant + QJL), NoSQL, dedicated PostgreSQL management, files, events, RLHF, and persistent memory for AI agents with enterprise security. All tools annotated. Runs locally from the ainative-zerodb-mcp-server npm package.

not rated 0 2mo ago A tokens not measured

mcp-embedding-storage

425

ricleedo/Knowledge-EmbeddingAPI-MCP

MCP server Claude CodeCodexCursor +2

MCP server "mcp-embedding-storage" as configured in ricleedo/Knowledge-EmbeddingAPI-MCP. Runs locally from the mcp-embedding-storage npm package.

not rated 0 11mo ago A tokens not measured

Filmystar/lightrag-code-brain-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "lightrag-code-brain-mcp" as configured in Filmystar/lightrag-code-brain-mcp-server. Runs locally from the lightrag-code-brain-mcp Python package.

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

rag

427

jaimeferj/mcp-rag-docs

MCP server Claude CodeCodexCursor +2

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

not rated 0 10mo ago A tokens not measured

mcp-agentic-rag

428

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

429

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

430

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 22d ago A tokens not measured

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

432

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