io.github.andrewschristison/pondlog-inaturalist
Pondlog iNaturalist
iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.
alive probed 2026-10-15
9tools
4.8ktokens in Claude Opus 5.5
4.9ktokens in Claude Code
2.4 %of a 200k context window
2.8ko200k_base estimate
408 msto initialize
11 msto list tools
- Run it
- npx -y @pondlog/mcp-inaturalist@0.1.3 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- pondlog-mcp-inaturalist 0.1.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/andrewschristison/pondlog
- Registry
- active, updated 2026-10-09 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| search_observations | 882 | 31 % |
| get_species_counts | 551 | 19 % |
| get_iconic_taxa_summary | 352 | 12 % |
| get_nearby_observations | 256 | 9 % |
| get_observers | 237 | 8 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.andrewschristison/pondlog-inaturalist)
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.