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.
davanstrien/hub-semantic-search-mcp
MCP server Claude CodeCodexCursor +2
MCP server "hub-semantic-search-mcp" as configured in davanstrien/hub-semantic-search-mcp. Runs locally from the hub-semantic-search-mcp Python package.
sergekostenchuk/ui-ux-agent-skill-system
Skill Claude CodeCodex
Tactical LLM-friendly site optimization for making a website the best citable answer for AI assistants and RAG retrieval. Use for auditing and optimizing sites such as mlllm.io for llms.txt, AI citation readiness, pillar pages, direct-answer blocks, TL;DR sections, FAQ/schema, article/news schema, topic-to-URL…
Instructions file
Claude Code instructions for opencrawling/opencrawling, covering claude.md, project overview, build commands, full build (all maven modules) and run the embedding microservice (separate process).
Instructions file CodexOpenCode
Instructions for benbjurstrom/ezrag, covering quick start for developers, what is ezrag?, how it works, the runner pattern (critical concept) and key architectural concepts.
Instructions file CodexOpenCode
An agent instruction file defines how an AI should enter, modify, measure, and release work in a knowledge-management project. It covers prompts, retrieval-augmented generation (RAG), workflows, testing, and release rules.
Instructions file CodexOpenCode
Instructions for cq27-dev/rag-rat, covering agents.md, prefer the rag-rat mcp for code browsing, record durable learnings as rag-rat memories, repo orientation and worktree correctness.
Agent Claude Code
Teaches hands-on RAGAS implementation, custom metric design, A/B testing for RAG systems, regression detection, and continuous evaluation workflows.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-docs-rag" as configured in kazuph/mcp-docs-rag. Runs locally from the @kazuph/mcp-docs-rag npm package.
Skill Claude CodeCodex
Create and operate ChatDOC Studio knowledge bases through pdrouter using a Bearer API key and JavaScript helpers. Use when Codex needs to upload one or more PDF/DOC/DOCX files, skip failed files without aborting the whole job, create a knowledge base from successful uploads, or call the ChatDOC Studio knowledge-base…
yusufkaraaslan/skill-seekers-plugin
Plugin Claude Code
Bundles 1 skill, 3 commands · 79 tokens together
Transform 17 source types (docs, GitHub, PDFs, videos, Jupyter, Confluence, Notion, Slack, and more) into AI-ready skills and RAG knowledge for 16+ LLM platforms.
z3247124509-sketch/ai-rag-agent-designer-skill
Skill Claude CodeCodex
An AI product planning guide for deciding whether to use retrieval-augmented generation (RAG) or an agent. RAG lets an AI search a knowledge collection before answering, while an agent can choose actions and tools.
MCP server Claude CodeCodexCursor +2
A mcp server that talk with my ragflow. Runs locally from the ragflow-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-codebase-rag" as configured in allentcm/mcp-codebase-rag. Runs locally from the mcp-codebase-rag Python package.
Instructions file
Instructions for bluewings1211/codebase-RAG, covering claude.md, development commands, setup and installation, run mcp server and manual indexing.
Instructions file
Instructions for proofsh/obsidian-notes-rag, covering claude.md, project overview, commands, install dependencies and run tests.
tanaikech/FileSearchStore-extension
Instructions file Gemini CLI
Instructions for tanaikech/FileSearchStore-extension: You are an expert in managing File Search Stores for Gemini API using all tools of the MCP server "file-search-store-extension".
MCP server Claude CodeCodexCursor +2
The Fastest Way to Audit Your RAG - Generate QA datasets & evaluate RAG systems in Colab, Jupyter, or CLI. Privacy-first, any LLM, visual reports. Runs locally from the ragscore Python package. Needs 2 environment variables to run.
Skill Claude CodeCodex
Zvec vector database development assistant. Use this skill when users need to develop vector search applications based on zvec, build RAG systems, implement semantic search, or handle vector data storage and querying. Suitable for Python and Node.js development environments, providing complete technical guidance from…
synpulse8-opensource/pulse8-ai-cortex-knowledge-vault
Instructions file CodexOpenCode
Instructions for synpulse8-opensource/pulse8-ai-cortex-knowledge-vault, covering agents.md — pulse8.ai cortex, repository map, environment variables, essential commands and dependencies.
Instructions file CodexOpenCode
Project instructions for mcp-local-rag, a private local search server and command-line tool that finds information in code and documents by meaning and keywords.
MCP server Claude CodeCodexCursor +2
MCP server "chromadb-remote-mcp" as configured in meloncafe/chromadb-remote-mcp. Runs in Docker (devsaurus/chromadb-remote-mcp:latest). Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server for AI-driven data pipeline operations — ingest, validate, transform, analyze, and query data. Tools covering ETL, AI data quality, vector search, PostgreSQL, MongoDB, Snowflake, Databricks, Kafka, S3/MinIO, HashiCorp Vault, Qdrant, Weaviate, Milvus, Chroma, pgvector. Runs locally from the datris-mcp-server…
imkohenauser/antigravity-starter-ja
Skill Claude CodeCodex
A skill that builds a searchable map of a code repository and traces how files and named pieces of code depend on one another.
Skill Claude CodeCodex
Build a custom source → raw-intake adapter for Athenaeum. Use when someone wants to feed an external source (an API, an export file, a message feed, a scraper, another tool's output) into an Athenaeum knowledge base, asks "how do I write an adapter / integration for athenaeum", or wants to turn some data source into…
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