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.

ragfilings

361

Rudra7777/agentic-rag-annual-reports

MCP server Claude CodeCodexCursor +2

MCP server "ragfilings" as configured in Rudra7777/agentic-rag-annual-reports. Runs ragfilings.mcp.server with .venv/bin/python. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured

1308495420-dotcom/MCP-RAG

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in 1308495420-dotcom/MCP-RAG. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 1mo ago A tokens not measured

local-rag-mcp

364

Orax0001/rag-agent-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

onmind-rag

365

kaesar/onmind-rag

MCP server Claude CodeCodexCursor +2

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

not rated 0 1mo ago A tokens not measured original Apache-2.0

mcp-rag

366

Sujith29k/MCP-RAG

MCP server Claude CodeCodexCursor +2

A local MCP-based retrieval-augmented generation service. Retrieval-augmented generation means finding relevant information from a knowledge source before producing an answer.

not rated 0 24d ago A tokens not measured

mcp-rag-assistant

367

mohankumar-dxplr/MCP-RAG-Assistant

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-assistant" as configured in mohankumar-dxplr/MCP-RAG-Assistant. Runs locally from the mcp-rag-assistant Python package.

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

ragify-docs-mcp

368

codewithyasho/ragify_docs_mcp

MCP server Claude CodeCodexCursor +2

Recursively scrapes websites and builds a localized memory context to return specific reference text chunks. Runs locally from the ragify-docs-mcp Python package.

not rated 0 1mo ago A tokens not measured

xilinx-rag

369

Can-Y/doc_search

MCP server Claude CodeCodexCursor +2

MCP server "xilinx-rag" as configured in Can-Y/docsearch. Runs locally from the xilinx-rag Python package.

not rated 0 1mo ago A tokens not measured

myaitwin

370

LutoLabs/mytwin-mcp

MCP server Claude CodeCodexCursor +2

A personal RAG database you build from chat, so AI creates work that sounds like you. Remote server at myaitwin.lutolearn.com.

not rated 0 2mo ago A tokens not measured

opensolr-mcp

371

phpcip/opensolr-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Opensolr — managed Apache Solr with hybrid BM25+kNN search, server-side embeddings, and RAG answers as agent tools. Runs locally from the opensolr-mcp Python package. Needs 2 environment variables to run.

not rated 0 3d ago A tokens not measured original MIT

Ankit512/grounded-support-agent

MCP server Claude CodeCodexCursor +2

Governed customer-support MCP server: resolves only KB-grounded questions with citations, honestly escalates the rest, and never fabricates a resolution. Deterministic verdict + provenance. Runs locally from the grounded-support-agent Python package.

not rated 0 16d ago A tokens not measured

vector-search

373

Br0ski777/vector-search-x402

MCP server Claude CodeCodexCursor +2

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment. Remote server at vector-search.api.klymax402.com.

not rated 0 3d ago A tokens not measured original MIT

web-scraper

374

Br0ski777/web-scraper-x402

MCP server Claude CodeCodexCursor +2

Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402. Remote server at web-scraper.api.klymax402.com.

not rated 0 3d ago A tokens not measured original MIT

CSOAI-ORG/rag-knowledge-graph-mcp

MCP server Claude CodeCodexCursor +2

Rag Knowledge Graph automation via MCP. Includes index document, rag query, add graph edge. By MEOK AI Labs. Runs locally from the rag-knowledge-graph-mcp Python package.

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

rag-knowledge-mcp

376

CSOAI-ORG/rag-knowledge-mcp

MCP server Claude CodeCodexCursor +2

MCP server for rag knowledge. Features semantic search, knowledge graph query, index document. From MEOK AI Labs. Runs locally from the rag-knowledge-mcp Python package.

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

CSOAI-ORG/vector-knowledge-graph-mcp

MCP server Claude CodeCodexCursor +2

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node search. By MEOK AI Labs. Runs locally from the vector-knowledge-graph-mcp Python package.

not rated 0 2d ago A tokens not measured

agentsearch-mcp

378

IsaiahDupree/agentsearch-mcp

MCP server Claude CodeCodexCursor +2

LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG. Remote server at agentsearch-mcp.vercel.app.

not rated 0 1mo ago A tokens not measured

citecite-mcp

379

MukundaKatta/mcp-stack

MCP server Claude CodeCodexCursor +2

One of 14 in server.json

Inject, parse, and strip [N] citation markers in RAG outputs. Runs locally from the @mukundakatta/citecite-mcp npm package.

not rated 0 7d ago A tokens not measured original Apache-2.0

docs-mcp

380

globalion/docs-mcp

MCP server Claude CodeCodexCursor +2

Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages. Remote server at docs.regiq.in.

not rated 0 1mo ago A tokens not measured copy · 100% MIT

neuralbrain

381

alexcurpan-cloud/NeuralBrain

MCP server Claude CodeCodexCursor +2

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments. Remote server at neuralbrain.ai.

not rated 0 2mo ago A tokens not measured

fusionpact-vectordb

382

FusionpactTech/fusionpact-vectordb

MCP server Claude CodeCodexCursor +2

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG. Runs locally from the fusionpact npm package. Needs 1 environment variable to run.

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

clean-markdown

383

damonwill78-a11y/clean-markdown-mcp

MCP server Claude CodeCodexCursor +2

Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. Runs locally from the clean-markdown-mcp npm package.

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

rag

384

fieldcure/fieldcure-mcp-rag

MCP server Claude CodeCodexCursor +2

MCP server "rag" as configured in fieldcure/fieldcure-mcp-rag. Launched with FieldCure.Mcp.Rag. Needs 5 environment variables to run.

not rated 0 3mo ago A tokens not measured original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: