SERVER

semantic-product-search-mcp

Rank #142,437

glama/sebastian946/SemanticProductSearch

Exposes product catalog and semantic search as tools for an LLM agent, enabling natural language product recommendations based on intent rather than keyword matching.

Versions unknown
1 GitHub stars
by sebastian946 (1 servers)View repository ↗
First listed
Aug 18, 2026
Last publish date
—
PURPOSE

What you can do with semantic-product-search-mcp

semantic-product-search-mcp is a Model Context Protocol (MCP) server published by sebastian946. It ranks #142,437 of 150,883 active servers on MCP Toplist, and its repository has 1 GitHub stars. semantic-product-search-mcp is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 18, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What semantic-product-search-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using semantic-product-search-mcp

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Oct 19, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect semantic-product-search-mcp and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 18, 2026
Version history
Unavailable — no registry exposes versions and no release tags were found
Requirements evidence
Declared by Glama, last synced Oct 19, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 19, 2026
Registry sightings
  • Glama ↗listed since Aug 18, 2026 · still listed

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VERSIONS

Version information unavailable

The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.

STANDING
#142,437of 150,883 active servers

Ranks ahead of 8,446 of 150,883 servers on MCP Toplist.

BADGE

Show your rank

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MCP Toplist: #142,437 of 150,883
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fsebastian946%2FSemanticProductSearch.svg)](https://mcptoplist.com/server/glama%2Fsebastian946%2FSemanticProductSearch)
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<a href="https://mcptoplist.com/server/glama%2Fsebastian946%2FSemanticProductSearch"><img src="https://mcptoplist.com/badge/glama%2Fsebastian946%2FSemanticProductSearch.svg" alt="MCP Toplist: #142,437 of 150,883" /></a>

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FAQ

Frequently asked questions

Who maintains semantic-product-search-mcp?
semantic-product-search-mcp is maintained by sebastian946, which publishes 1 MCP server tracked on MCP Toplist.
Is semantic-product-search-mcp listed on the Official MCP Registry?
semantic-product-search-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does semantic-product-search-mcp have?
Version information is unavailable for semantic-product-search-mcp: no registry that lists it exposes version metadata, and no release tags were found on its repository.
Where can I find the source code for semantic-product-search-mcp?
The source code for semantic-product-search-mcp is hosted at github.com/sebastian946/SemanticProductSearch.
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