requirement-asset-recommender
Rank #127,014glama/14shi/requirement-asset-recommender
This server lets users submit natural-language requirements, screenshots, or Excel files and receive grounded asset-matching recommendations, with an agentic loop that judges sufficiency, iteratively corrects its own search, and explicitly reports when no asset can support a request. It supports interactive feedback, multi-turn refinement, and integration through Web, REST, and MCP.
requirement-asset-recommender is a Model Context Protocol (MCP) server published by 14shi. It ranks #127,014 of 137,492 servers tracked on MCP Toplist. requirement-asset-recommender is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 24, 2026.
Ranks ahead of 10,478 of 137,492 servers on MCP Toplist.
Use requirement-asset-recommender
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2F14shi%2Frequirement-asset-recommender)<a href="https://mcptoplist.com/server/glama%2F14shi%2Frequirement-asset-recommender"><img src="https://mcptoplist.com/badge/glama%2F14shi%2Frequirement-asset-recommender.svg" alt="MCP Toplist: #127,014 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
14shi
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains requirement-asset-recommender?
- requirement-asset-recommender is maintained by 14shi, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is requirement-asset-recommender listed on the Official MCP Registry?
- requirement-asset-recommender is not on the Official MCP Registry. It is listed on Glama.
- How many versions does requirement-asset-recommender have?
- requirement-asset-recommender ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for requirement-asset-recommender?
- The source code for requirement-asset-recommender is hosted at github.com/14shi/requirement-asset-recommender.
Do you run this server?
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