3,096 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.
Cursor rule Cursor
These rules complement our main development collaboration rules, focusing specifically on the Model Context Protocol (MCP) server project with TypeScript. This project serves as a specialized RAG (Retrieval-Augmented Generation) gateway to existing Cardano resources, documentation, and tools to assist with dApp…
Skill Claude Code
A skill that sends a search query to a script and receives text from a retrieval-augmented generation system, which finds relevant source material before producing an answer.
machhakiran/kavi-research-assistant-mcp
MCP server Claude CodeCodexCursor +2
A Model Context Protocol server for research assistance with ChromaDB vector storage by kavi.ai. Runs locally from the kavi-research-assistant-mcp Python package.
Plugin Claude Code
Bundles 1 skill, 4 commands · 138 tokens together
Local explainable codebase RAG indexing and retrieval for coding agents.
SynapCores/synapcores-claude-plugins
Plugin Claude Code
Bundles 1 skill · 183 tokens together
Build production apps on SynapCores AIDB — an AI-native database that unifies SQL, vector search, a Cypher graph, LLM completion, an in-database agentic loop (AGENTRUN), durable agents, native image description, and MCP on one engine. Ships the build-with-synapcores skill, verified against engine v1.14.0-ce.
Skill Claude Code
A search procedure from an agent-skills collection, with instructions written partly in Japanese.
Skill Claude CodeCodex
Expert guide for building applications with Qdrant Edge — the embedded, offline-capable vector search engine for edge devices (robots, kiosks, mobile phones, IoT, home assistants). Use this skill whenever the user mentions Qdrant Edge, qdrant-edge-py, EdgeShard, on-device vector search, offline vector search, embedded…
MCP server Claude CodeCodexCursor +2
Ballast: pull a quantized knowledge corpus (or build your own) and ground any local model — OpenAI proxy, MCP server, model profiling, and a three-arm grounding benchmark. Runs locally from the openballast Python package.
Instructions file CodexOpenCode
AGENTS.md instructions for qduc/code-rag, covering code-rag: quick start for developers, what is code-rag?, architecture overview, components and 1. api layer (src/coderag/api.py).
MCP server Claude CodeCodexCursor +2
MCP server for LightRag. Runs locally from the lightrag-mcp npm package.
Instructions file Claude Code
Claude Code instructions for cskwork/keyword-rag-mcp, covering claude.md, project overview, core architecture, key components and development commands.
MCP server Claude CodeCodexCursor +2
MCP server "video-rag" as configured in FiloHany/VideoRAGMCP. Runs locally from the video-rag Python package.
croakingtoad/mcp-jina-supabase-rag
MCP server Claude CodeCodexCursor +2
MCP server "mcp-jina-supabase-rag" as configured in croakingtoad/mcp-jina-supabase-rag. Runs locally from the mcp-jina-supabase-rag Python package.
zenitsu0509/mcp-research-assistant
MCP server Claude CodeCodexCursor +2
MCP Server for Research Assistant with Vector Database Management. Runs locally from the mcp-research-assistant Python package.
Geoffrey-42/rag-groundx-mcp-server
MCP server Claude CodeCodexCursor +2
MCP server "rag-groundx-mcp-server" as configured in Geoffrey-42/rag-groundx-mcp-server. Runs locally from the rag-groundx-mcp-server Python package.
geowa4/managed-notifications-mcp
Instructions file Claude Code
Claude Code instructions for geowa4/managed-notifications-mcp, covering claude.md, essential commands, install dependencies, build embeddings database (required before first run) and run mcp server locally.
CyprianFusi/MCP-rag-with-Chromadb
MCP server Claude CodeCodexCursor +2
MCP server "6-mcp-rag-with-langchain" as configured in CyprianFusi/MCP-rag-with-Chromadb. Runs locally from the 6-mcp-rag-with-langchain Python package.
Cursor rule Cursor
This is a TypeScript MCP (Model Context Protocol) server project for crawling and indexing web documentation.
MCP server Claude CodeCodexCursor +2
MCP server "markdown-rag" as configured in ashrobertsdragon/rag-mcp. Runs locally from the markdown-rag Python package.
MCP server Claude CodeCodexCursor +2
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval. Runs locally from the @jayarrowz/mcp-arsr npm package.
Instructions file CodexOpenCode
AGENTS.md instructions for chriswu727/sibyl, covering sibyl — agent guide, setup, optional local cross-encoder ranking, optional experimental one-shot reports and report export and core boundary — sibyl retrieves, the host reasons.
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.
Instructions file Claude Code
Claude Code instructions for ArthurSrz/graphRAGmcp, covering graphragmcp development guidelines, active technologies, project structure, commands and code style.
Skill Claude CodeCodex
Qdrant MCP Server management and diagnostics skill. Use whenever working with the qmcp (QDrant MCP Server) project for semantic code search. Activates on queries about: Qdrant database state, collections, or indexed content Cleaning up vector database (orphans, stale vectors, missing files) Understanding what's…
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: