RAG and vectors

2,695 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.

tiro

193

plato-corp/skills

Plugin Claude Code

Bundles 7 skills · 368 tokens together

LLM Wiki suite from the Tiro team — bootstrap, ingest, query, lint, socratic, sync. A persistent, agent-maintained personal knowledge base.

not rated 9 9d ago A tokens not measured original MIT

zvec-mcp-server

194

zvec-ai/zvec-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Zvec vector database. Runs locally from the zvec-mcp-server Python package.

not rated 10 +2 4mo ago A tokens not measured original Apache-2.0

mcp-lightrag

195

enriquecatala/mcp-lightrag

MCP server Claude CodeCodexCursor +2

MCP Server for LightRAG with smart document upsert capabilities. Runs locally from the mcp-lightrag Python package.

not rated 8 3mo ago A tokens not measured original Apache-2.0

codebase-rag

196

di5rupt0r/codebase-rag

MCP server Claude CodeCodexCursor +2

Symbol-aware, staleness-tracking RAG over a codebase, exposed over MCP; layers on rag-timetravel. Runs locally from the codebase-rag Python package.

not rated 8 5mo ago A tokens not measured

oms-cocoindex

197

armelhbobdad/oh-my-skills

Skill Claude CodeCodex

Use when builds data transformation flows on top of cocoindex — a Python framework with a Rust engine for ultra-performant, incremental data indexing (ETL, RAG ingestion, knowledge graphs, vector search). Covers the flow-building public API: FlowBuilder, DataScope, DataSlice, Flow, FlowLiveUpdater, sources, targets…

not rated 7 4mo ago A 168 tokens original Apache-2.0

yumeiriowl/repo-graphrag-mcp

Instructions file CodexOpenCode

Instructions for yumeiriowl/repo-graphrag-mcp, covering repo graphrag mcp usage guide, prerequisites, three tools, tool 1: graphcreate and tool 2: graphquery.

not rated 7 6mo ago A 1,315 tokens original MIT

ragflow-claude-mcp

200

norandom/ragflow-claude-desktop-local-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ragflow-claude-mcp" as configured in norandom/ragflow-claude-desktop-local-mcp. Runs locally from the ragflow-claude-mcp Python package.

not rated 7 18d ago A tokens not measured

candlekeep

201

BansheeEmperor/candlekeep

MCP server Claude CodeCodexCursor +2

RAG knowledge base server with ChromaDB and MCP interface. Runs locally from the candlekeep Python package.

not rated 7 2mo ago A tokens not measured GPL-3.0

embedocs-mcp

202

romiluz13/EmbeDocs-MCP

MCP server Claude CodeCodexCursor +2

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs. Runs locally from the embedocs-mcp npm package.

not rated 7 12mo ago A tokens not measured original MIT

code-graph

203

royisme/codebase-rag

MCP server Claude CodeCodexCursor +2

MCP server "code-graph" as configured in royisme/codebase-rag. Runs locally from the code-graph Python package.

not rated 7 9mo ago A tokens not measured

scylladb

204

scylladb/agent-skills

Plugin Claude Code

Bundles 6 skills · 830 tokens together

Official Claude plugin for ScyllaDB (Skills). Connect to ScyllaDB Cloud, design CQL schemas, and implement Vector Search with expert guidance.

not rated 7 1mo ago A tokens not measured original Apache-2.0

inspeximus

205

DanceNitra/inspeximus

MCP server Claude CodeCodexCursor +2

MCP server "inspeximus" as configured in DanceNitra/inspeximus. Runs locally from the inspeximus[mcp] Python package. Needs 1 environment variable to run.

not rated 6 changed today A tokens not measured original MIT

chonkie-skills

206

feyninc/skills

Plugin Claude Code

Bundles 3 skills, 1 agent · 370 tokens together

Agent Skills for text chunking, offline documentation search, and unified embeddings using Chonkie, Mandex, and Catsu.

not rated 6 2mo ago A tokens not measured original Apache-2.0

mcp-rag

207

kalicyh/mcp-rag

MCP server Claude CodeCodexCursor +2

A locally running retrieval-augmented generation service exposed through MCP, a standard way for AI tools to connect to external capabilities. RAG lets an AI find relevant information before generating an answer.

not rated 6 5mo ago A tokens not measured

rag-anythink-mcp

208

serkanyasr/rag-anythink-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 6 7mo ago A tokens not measured original MIT

skill-depot

209

Ruhal-Doshi/skill-depot

MCP server Claude CodeCodexCursor +2

RAG-based skill retrieval system for AI agents. Scalable long-term storage with semantic search via MCP. Runs locally from the skill-depot npm package.

not rated 6 4mo ago A tokens not measured original MIT

bookmark-lens

210

cornelcroi/bookmark-lens

MCP server Claude CodeCodexCursor +2

Local-first MCP server for intelligent bookmark management with semantic search. Runs locally from the bookmark-lens Python package.

not rated 6 9mo ago A tokens not measured original MIT

legal-kb-builder

211

Youchu-lawhub/legal-kb-builder

Skill Claude CodeCodex

A tool for turning legal documents and other source material into a searchable local knowledge base. It supports sources such as PDF, DOCX, images, Markdown, and question-and-answer sets.

not rated 6 1mo ago B 124 tokens

ethora-mcp-server

212

dappros/ethora-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation. Runs locally from the @ethora/mcp-server npm package. Needs 5 environment variables to run.

not rated 6 3d ago A tokens not measured original MIT

mcp-rag

213

alejandro-ao/simple-mcp-rag

MCP server Claude CodeCodexCursor +2

A locally running retrieval-augmented generation (RAG) service. RAG helps an AI find relevant information from a knowledge collection before answering.

not rated 6 9mo ago A tokens not measured

jcode-works/jcode-ragmir

Instructions file CodexOpenCode

AGENTS.md instructions for jcode-works/jcode-ragmir, covering ragmir, working rules, product boundary, privacy and ingestion and documentation.

not rated 6 11d ago A 2,247 tokens AGPL-3.0

ragmap

215

khalidsaidi/ragmap

MCP server Claude CodeCodexCursor +2

DEPRECATED: hosted backend discontinued; npm package deprecated. Formerly a retriever-MCP finder. Runs locally from the @khalidsaidi/ragmap-mcp npm package.

not rated 6 8d ago A tokens not measured original MIT

danbooru-rag-mcp

216

Zaozaotvk40/danbooru-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "danbooru-rag-mcp" as configured in Zaozaotvk40/danbooru-rag-mcp. Runs locally from the danbooru-rag-mcp Python package.

not rated 6 7mo ago A tokens not measured

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: