com.vectorpanda/docs
Vector Panda Documentation
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
alive probed 2026-10-05 · HTTP 200
8tools
1.1ktokens in Claude Opus 5.5
1.2ktokens in Claude Code
0.6 %of a 200k context window
609o200k_base estimate
424 msto initialize
51 msto list tools
- Endpoint
- https://www.vectorpanda.com/mcp (streamable-http)
- Host
- www.vectorpanda.com
- Protocol
- 2025-11-25
- Reports itself as
- vector-panda-docs 1.0.0
- Capabilities
- tools
- Instructions
- 252 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Website
- https://www.vectorpanda.com/docs
- Registry
- active, updated 2026-09-07 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| search_docs | 110 | 18 % |
| get_api_operation | 107 | 18 % |
| read_doc | 98 | 16 % |
| compare_storage_tiers | 64 | 11 % |
| get_quickstart | 61 | 10 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 13:50 | alive | 424 ms | 8 | 1.1k | 609 |
| 2026-10-05 00:22 | alive | 275 ms | 8 | 609 | |
| 2026-10-04 09:59 | alive | 1.6 s | 8 | 609 | |
| 2026-10-04 07:52 | alive | 1.4 s | 8 | 609 | |
| 2026-10-03 20:32 | alive | 741 ms | 8 | 609 | |
| 2026-10-03 17:50 | alive | 352 ms | 8 | 609 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/com.vectorpanda/docs)
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.