Ontology RL E-commerce
Rank #34,135pulsemcp/shark8848-ontology-rl-ecommerce
Combines semantic knowledge representation with reinforcement learning to provide intelligent shopping assistance, product recommendations, and automated learning from user interactions through ontology-driven e-commerce capabilities.
Ontology RL E-commerce is a Model Context Protocol (MCP) server published by shark8848. It ranks #34,135 of 137,875 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. Ontology RL E-commerce is listed on PulseMCP, with 2 release tags tracked from its GitHub repository. It was first listed on Nov 16, 2025 and most recently updated on Mar 4, 2026.
Ranks ahead of 103,740 of 137,875 servers on MCP Toplist.
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[](https://mcptoplist.com/server/pulsemcp%2Fshark8848-ontology-rl-ecommerce)<a href="https://mcptoplist.com/server/pulsemcp%2Fshark8848-ontology-rl-ecommerce"><img src="https://mcptoplist.com/badge/pulsemcp%2Fshark8848-ontology-rl-ecommerce.svg" alt="MCP Toplist: Top 25% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
shark8848
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.5.4 | Mar 4, 2026 |
| v1.5.3 | Dec 1, 2025 |
Frequently asked questions
- Who maintains Ontology RL E-commerce?
- Ontology RL E-commerce is maintained by shark8848, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Ontology RL E-commerce listed on the Official MCP Registry?
- Ontology RL E-commerce is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Ontology RL E-commerce have?
- No registry surfaces explicit version metadata for Ontology RL E-commerce; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Mar 4, 2026.
- Where can I find the source code for Ontology RL E-commerce?
- The source code for Ontology RL E-commerce is hosted at github.com/shark8848/ontology-mcp-server-rl-stable-baselines3.
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