io.github.Gandr-AI/gandr-mcp
gandr
Sets Gandr up from the live docs, then speaks. 23 languages, six voices, every render watermarked.
alive probed 2026-10-19
8tools
≈ 748tokens, estimate
≈ 0.4 %of Claude's 200k window
0.5×the median server
2.5 sto initialize
7 msto list tools
- Run it
- uvx gandr-mcp==0.2.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- gandr 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 384 characters
- Of a 1M window
- ≈ <0.1 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/Gandr-AI/gandr-mcp
- Website
- https://gandr.ai
- Registry
- active, updated 2026-10-15 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| synthesize | 268 | 36 % |
| get_setup_guide | 152 | 20 % |
| search_docs | 108 | 14 % |
| read_docs | 57 | 8 % |
| list_integrations | 48 | 6 % |
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 Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.