mcpcost

io.github.cyanheads/inaturalist-mcp-server

inaturalist-mcp-server

Search iNaturalist sightings, identification threads, phenology, and look-alike species.

alive probed 2026-10-09 · HTTP 200

10tools
14ktokens in Claude Opus 5.5
14ktokens in Claude Code
6.9 %of a 200k context window
8.2ko200k_base estimate
295 msto initialize
139 msto list tools
Endpoint
https://inaturalist.caseyjhand.com/mcp (streamable-http)
Host
inaturalist.caseyjhand.com
Protocol
2025-11-25
Reports itself as
inaturalist-mcp-server 0.2.2
Capabilities
logging, prompts, resources, tools
Instructions
1 484 characters
Claude count
Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
Repository
https://github.com/cyanheads/inaturalist-mcp-server
Registry
active, updated 2026-10-08 · registry entry
Reachable
7 of the last 7 probes

Most expensive tools

ToolTokens (o200k)Share of this server
inaturalist_search_observations2 19927 %
inaturalist_get_species_counts1 22515 %
inaturalist_get_histogram1 20115 %
inaturalist_get_leaderboard86411 %
inaturalist_get_similar_species82910 %

History

We add a row when the result changes. A server with no change keeps its last row.

ProbedResultInitToolsClaudeo200k
2026-10-09 11:18alive638 ms1014k8.2k
2026-10-05 14:39alive295 ms1014k8.2k
2026-10-05 00:33alive199 ms108.2k
2026-10-04 10:04alive325 ms108.2k
2026-10-04 07:57alive411 ms108.2k
2026-10-03 20:37alive718 ms108.2k
2026-10-03 17:53alive462 ms108.2k

Badge and feed

mcpcost: alive

[![mcpcost](https://mcpcost.ulehla.dev/badge/io.github.cyanheads/inaturalist-mcp-server.svg)](https://mcpcost.ulehla.dev/s/io.github.cyanheads/inaturalist-mcp-server)

An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.