TinyFish Guided Research MCP server

by MohdSaleh·io.github.MohdSaleh/tinyfish-guided-research·v1.0.0

Auditable deep-research MCP server powered by TinyFish Search and Fetch.

B83/100grade B

What users say

No reviews yet

Safety scan

B83/100

Adoption

Growing

0 stars105 downloads/wk

Reviews

Nobody has reviewed TinyFish Guided Research yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

No tool declarations could be read from the package source. They show once the server is installed.

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings

Code scan15 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 4 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

claude mcp add tinyfish-guided-research -- uvx tinyfish-guided-research-mcp

Is TinyFish Guided Research MCP server safe?: Mostly: it is graded B (83/100). Read the TinyFish Guided Research safety report
How do I install TinyFish Guided Research?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does TinyFish Guided Research need an API key?: Yes. The registry entry asks for TINYFISH_API_KEY, DATABASE_URL.
Is TinyFish Guided Research maintained?: The last commit was 5 days ago (2026-09-15). The latest release is v1.0.0.
What can I use instead of TinyFish Guided Research?: Servers from other publishers that do the same job: Zotero MCP server, Tinysearch MCP server and Uniprot MCP server. Compare all TinyFish Guided Research alternatives.

Same job from other publishers: the closest match first, then the best rated.

Zotero MCP
Search, read, annotate, and add to your Zotero research library, local or web.
not reviewed
Established
B
Tinysearch
Fast discovery search and self-hosted web research for MCP agents.
not reviewed
Established
B
Uniprot
Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes.
not reviewed
Growing
A

Local package. It runs on your machine, not through the gateway.

TINYFISH_API_KEYsecretTinyFish API key used by Search and Fetch.
DATABASE_URLsecretShared PostgreSQL connection URL for durable production state. Recommended for remote/multi-replica hosting.
RESEARCH_DB_PATHSQLite persistence path used when DATABASE_URL is unset. Intended for local/single-instance usage.

Claim it to keep the listing current and reply to reviews. Claiming never changes the grade or hides a review.

Shows the safety grade and links back to this page. It updates itself after every scan and review.

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