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.

Lina6795/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in Lina6795/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

cognis-ragkit

482

cognis-digital/ragkit

MCP server Claude CodeCodexCursor +2

MCP server "cognis-ragkit" as configured in cognis-digital/ragkit. Runs locally from the cognis-ragkit Python package.

not rated 0 2mo ago A tokens not measured

cerevox-mcp-server

483

CerevoxAI/cerevox-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server exposing Cerevox AI APIs (Lexa, Hippo, Account) for document parsing, RAG search, and account management. Runs locally from the cerevox-mcp-server Python package.

not rated 0 10mo ago A tokens not measured original MIT

fbbp-mcp-rag-server

484

changyufei222/fbbp-mcp-rag-server

MCP server Claude CodeCodexCursor +2

MCP server "fbbp-mcp-rag-server" as configured in changyufei222/fbbp-mcp-rag-server. Runs locally from the fbbp-mcp-rag-server Python package.

not rated 0 2mo ago A tokens not measured

vector-index-mcp

485

synonymouse/vector-index-mcp

MCP server Claude CodeCodexCursor +2

MCP Server for Software Project Indexing & Semantic Search. Runs locally from the vector-index-mcp Python package.

not rated 0 1y ago A tokens not measured

governed-rag-mcp

486

Rlealbarili/governed-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 6d ago A tokens not measured original Apache-2.0

zhtong-star/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

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

not rated 0 27d ago A tokens not measured

kb-local

488

cryptoyoginya/harness-health-engineering

MCP server Claude CodeCodexCursor +2

One of 2 in .mcp.json

MCP server "kb-local" as configured in cryptoyoginya/harness-health-engineering. Runs scripts/semantic/mcp-server.mjs with node.

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

vector-store-mcp

489

dotlab-hq/vector-store-mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenAI Vector Store API — manage vector stores, files, batches, and search. Runs locally from the @dotlab-hq/vector-store-mcp npm package.

not rated 0 2mo ago A tokens not measured

mcp-server-ragdocs

490

gorizond/mcp-server-ragdocs

MCP server Claude CodeCodexCursor +2

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities. Runs locally from the @gorizond/mcp-server-ragdocs npm package.

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

mcp-rag-mcp-server

491

LXVault/mcp

MCP server Claude CodeCodexCursor +2

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

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

notes-rag-mcp

492

konradxmalinowski/mcp-notes

MCP server Claude CodeCodexCursor +2

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

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

rag-mcp

493

mmer547/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

supeng0916-beep/RAG-MCP-Server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in supeng0916-beep/RAG-MCP-Server. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

KaushalprajapatiKP/custom-MCP-servers

MCP server Claude CodeCodexCursor +2

MCP server "custom-py-mcp-servers-including-rag" as configured in KaushalprajapatiKP/custom-MCP-servers. Runs locally from the Custom-py-mcp-servers-including-rag Python package.

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

azhang/qdrant-llamaindex-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for reading LlamaIndex documents stored in Qdrant vector database. Runs locally from the qdrant-llamaindex-mcp-server Python package.

not rated 0 1y ago A tokens not measured fork Apache-2.0

turbovec-mcp

497

potatofacee/turbovec-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 2mo ago A tokens not measured original BSD-3-Clause

qdrant-mcp-server

498

deveyus/qdrant-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI. Runs locally from the @mhalder/qdrant-mcp-server npm package.

not rated 0 21d ago A tokens not measured original MIT

rag-regression-gate

499

db-inlee/rag-regression-gate-mcp

MCP server Claude CodeCodexCursor +2

MCP server "rag-regression-gate" as configured in db-inlee/rag-regression-gate-mcp. Runs app.mcp.server with python.

not rated 0 2mo ago A tokens not measured

leviethung2103/lightrag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "lightrag-fastmcp-bridge" as configured in leviethung2103/lightrag-mcp-server. Runs locally from the lightrag-fastmcp-bridge Python package.

not rated 0 2mo ago A tokens not measured

semantic-search-mcp

501

adborroto/semantic-search-mcp

MCP server Claude CodeCodexCursor +2

RAG-lite: local semantic search over your files, as a CLI and an MCP server. No LLM, no API keys, no servers. Runs locally from the @adborroto/semantic-search-mcp npm package.

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

seahorse-rag-mcp

502

pch8286/seahorse-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "seahorse-rag-mcp" as configured in pch8286/seahorse-rag-mcp. Runs locally from the seahorse-rag-mcp Python package.

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

openrag

503

janik96v/OpenRAG

MCP server Claude CodeCodexCursor +2

OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations. Runs locally from the openrag Python package.

not rated 0 5mo ago A tokens not measured

projectmind-mcp

504

mykolariabokon/project-mind-mcp

MCP server Claude CodeCodexCursor +2

Give your AI coding assistant a brain: persistent memory, hybrid code search, AI-authored annotations, and an AST symbol graph — 100% local MCP server, no API keys. Runs locally from the projectmind-mcp Python package.

not rated 0 2d ago A tokens not measured