io.github.polydev-ai/polydev
polydev-perspectives
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
alive probed 2026-10-15
14tools
4.0ktokens in Claude Opus 5.5
4.1ktokens in Claude Code
2.0 %of a 200k context window
2.1ko200k_base estimate
104 msto initialize
54 msto list tools
- Run it
- npx -y polydev-ai@1.8.72 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- polydev-perspectives 1.4.0
- 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/polydev-ai/polydev
- Registry
- active, updated 2026-02-03 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| get_perspectives | 313 | 15 % |
| manage_memory_preferences | 221 | 11 % |
| extract_memory | 196 | 9 % |
| send_cli_prompt | 183 | 9 % |
| detect_memory_sources | 172 | 8 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.polydev-ai/polydev)
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.