ai.kooma/kooma
Kooma — Bambara AI
ai.kooma/kooma costs 453 tokens of context per session. It has 4 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).
alive probed 2026-10-03 · HTTP 200
4tools
453tokens for the tool definitions
0.2 %of a 200k context window
877 msto initialize
850 msto list tools
- Endpoint
- https://mcp.kooma.ai/mcp (streamable-http)
- Host
- mcp.kooma.ai
- Protocol
- 2025-06-18
- Reports itself as
- kooma 1.0.0
- Capabilities
- tools
- Instructions
- 200 characters
- Website
- https://developer.kooma.ai/docs/mcp
- Registry
- active, updated 2026-08-25 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| kooma_translate | 144 | 32 % |
| kooma_text_to_speech | 143 | 32 % |
| kooma_transcribe_from_url | 84 | 19 % |
| kooma_list_voices | 82 | 18 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:26 | alive | 877 ms | 4 | 453 |
| 2026-10-03 17:45 | alive | 791 ms | 4 | 453 |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.kooma/kooma)