flori
Rank #30,326glama/koudesh3/flori
Exposes web research tools to MCP agents so they can search the web, open and read pages, grep fetched content, manage a local SQLite corpus, and generate citations. Includes a containerized fetcher for headless browsing and PDF extraction.
flori is a Model Context Protocol (MCP) server published by koudesh3. It ranks #30,326 of 137,492 servers tracked on MCP Toplist. flori is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 11, 2026.
Ranks ahead of 107,166 of 137,492 servers on MCP Toplist.
Use flori
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
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%2Fkoudesh3%2Fflori)<a href="https://mcptoplist.com/server/glama%2Fkoudesh3%2Fflori"><img src="https://mcptoplist.com/badge/glama%2Fkoudesh3%2Fflori.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
koudesh3
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 flori?
- flori is maintained by koudesh3, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is flori listed on the Official MCP Registry?
- flori is not on the Official MCP Registry. It is listed on Glama.
- How many versions does flori have?
- flori ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for flori?
- The source code for flori is hosted at github.com/koudesh3/flori.
Do you run this server?
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