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.
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…
smaramwbc/statewave-grounded-shop-assistant
Instructions file CodexOpenCode
Instructions for smaramwbc/statewave-grounded-shop-assistant, covering agents.md — guide for contributors and coding agents, setup, build, test, layout, conventions and pull requests.
MCP server Claude CodeCodexCursor +2
A real-time, provenance-invalidated cognitive cache layer for AI agents and RAG. Runs locally from the coalent Python package. Needs 2 environment variables to run.
Plugin Claude Code
Bundles 12 skills · 844 tokens together
Skills for the Memgraph graph database: Cypher, data modeling, indexes, algorithms, query modules, and GraphRAG.
Skill Claude CodeCodex
Inference-time system-prompt rules for Korean multi-turn RAG agents. Hard imperatives + Korean few-shots + decision tables for ambiguous phrasings — followup handling, persistent-filter durability, particle stripping, verifier cross-turn context, hedge-phrase suppression, LLM-over-regex routing. Distilled from Korean…
Instructions file
Claude Code instructions for ui-insight/vandalizer, covering claude.md, project overview, development commands, backend (port 8001) and celery workers.
Instructions file CodexOpenCode
Instructions for markdevshop/vector-mcp, covering agents.md, tech stack & architecture, architecture diagram, workflow diagram and commands (run these exactly).
Instructions file CodexOpenCode
Instructions for HaseebKhalid1507/VelociRAG, covering agents.md — velocirag for ai coding agents, what is this?, architecture, module map and key classes.
Instructions file
A set of Claude Code instructions for llm-brain, a system that turns source files into a searchable wiki and answers questions from it.
BjornMelin/ai-docs-vector-db-hybrid-scraper
Instructions file CodexOpenCode
Instructions for BjornMelin/ai-docs-vector-db-hybrid-scraper, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.
Skill Claude CodeCodex
File-Augmented Retrieval — generate persistent .meta sidecar files for PDFs, images, spreadsheets, videos and more, making every binary file readable to AI coding agents.
jrgleason/embeddings-demystified
Instructions file
Claude Code instructions for jrgleason/embeddings-demystified, covering openspec instructions, vector databases and embeddings demystified, project overview, presentation goals and description.
Plugin Claude Code
Bundles 5 skills · 583 tokens together
Sync PostgreSQL sources, set up data pipelines, operate, design, build, and troubleshoot Polygres and pgContext AI Search through public dashboard, CLI, SDK, and Runtime API workflows.
timwukp/agent-skills-best-practice
Skill Claude CodeCodex
Build production-ready AWS Bedrock AgentCore Harness agents end to end — declarative model + prompt, managed/BYO Memory, built-in Browser, Code Interpreter, Web Search and Knowledge Bases (RAG), Gateway/MCP tools + rate limits, inline functions, Skills (incl. AWS catalog), versioning + endpoints, advanced config…
bugrabilge/bilge-development-kit
Skill Claude CodeCodex
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, AI assistant design, prompt management, LLMOps monitoring, conversational interfaces, and context management.
patakuti/local-knowledge-rag-mcp
MCP server Claude CodeCodexCursor +2
MCP server "local-knowledge-rag" as configured in patakuti/local-knowledge-rag-mcp. Runs /path/to/local-knowledge-rag-mcp/dist/mcp-server.js with node. Needs 3 environment variables to run.
Plugin Claude Code
Bundles 1 skill · 68 tokens together
Design better LLM context for agents, prompts, tools, RAG/MCP servers, and multi-agent systems.
DSmmartin/skills_talk_agent_camp_2026
Skill Claude CodeCodex
Complete schema drift repair for the Ghost Contributors NL2SQL system. Patches all four layers (YAML contract, ChromaDB RAG chunks, NL2SQL prompt, RAG prompt) using validated tooling. Includes dry-run preview, step-by-step fallback, validation, and rollback.
Plugin Claude Code
Bundles 9 skills, 19 commands, 6 hooks, 1 MCP server · 559 tokens together
RAG plugin for Claude Code — capture, index, and search across all conversations, tools, and sub-agents.
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-rag-mcp" as configured in ancoleman/qdrant-rag-mcp. Runs locally from the qdrant-rag-mcp Python package.
muhammedehab35/MCP-qdrant-semantic-search
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-semantic-search" as configured in muhammedehab35/MCP-qdrant-semantic-search. Runs dist/index.js with node. Needs 6 environment variables to run.
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: