io.github.MohdSaleh/tinyfish-guided-research
TinyFish Guided Research
Is the TinyFish Guided Research MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Auditable deep-research MCP server powered by TinyFish Search and Fetch.
alive probed 2026-11-14 · unchanged since 2026-10-31
- Run it
- uvx tinyfish-guided-research-mcp@1.0.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- tinyfish-guided-research
- Capabilities
- prompts, resources, tools
- Instructions
- 1 169 characters
- Of a 1M window
- 1.0 % of a 1M context window
- Count
- 9.9k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 10k. The o200k_base estimate is 5.1k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/MohdSaleh/tinyfish-guided-research-mcp
- Registry
- active, updated 2026-09-15 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.93×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| plan_research | 1 306 | 676 | 13 % |
| dispatch_parallel_subagents | 1 186 | 614 | 12 % |
| research_unknowns | 1 009 | 522 | 10 % |
| discovery_search | 840 | 435 | 8 % |
| review_candidates | 676 | 350 | 7 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Context Bridge io.github.ModernFarm-hub/context-bridge · alive
- ETABS MCP io.github.Moha2005269/etabs-mcp · alive
- since-cutoff io.github.MohammadHijjawi97/since-cutoff · alive
- NewsBlog Composer io.github.Mohammed-Jameal-J/newsblog-composer · alive
- io.github.MohibShaikh/hwcontract · alive
- karst io.github.Moin105/karst · needs args
- MemoCat — Shared AI Memory io.github.MontyGovernance/memocat-mcp · alive
- Montycat MCP - Shared Memory for AI Agents io.github.MontyGovernance/montycat-mcp · alive
Servers that mention research.
- Projectory ae.projectory/mcp · alive
- Adrio ai.adrio/adrio · needs auth
- ai.avasis/quant-research · needs auth
- Boolsai Signals ai.boolsai/signals · no DNS
- Compelling ai.compelling/mcp · needs auth
- Cookiy ai.cookiy/cookiy · needs auth
- Conveo ai.conveo/conveo · needs auth
- Distilla ai.distilla/mcp · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.