io.github.kikutano/tinyprobe
tinyprobe
Is the tinyprobe MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-11.
API testing in YAML: inspect, call and run endpoints and workflows, with the guide to write them.
alive probed 2026-11-14 · unchanged since 2026-11-11
- Run it
- docker run -i --rm ghcr.io/kikutano/tinyprobe:0.25.0 (stdio, probed in a container with the network off)
- Host
- ghcr.io
- Reports itself as
- tinyprobe 0.25.0
- Capabilities
- tools
- Instructions
- 280 characters
- Of a 1M window
- 0.1 % of a 1M context window
- Count
- 1.2k tokens in Claude Opus 5.5, exact, measured 2026-11-07. With the Claude Code prefix mcp__…__ on each tool name: 1.2k. The o200k_base estimate is 739. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/kikutano/tinyprobe
- Website
- https://github.com/kikutano/tinyprobe#give-your-agent-the-tinyprobe-tools-mcp
- Registry
- active, updated 2026-11-10 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.61×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| run | 550 | 341 | 46 % |
| call | 365 | 226 | 31 % |
| inspect | 142 | 88 | 12 % |
| guide | 135 | 84 | 11 % |
Compare this server with others.
More servers
Other registry entries on ghcr.io, the ones next to this name; all of them.
- ultranix-mcp io.github.jxoesneon/ultranix-mcp · crashed on start
- Smitline io.github.kaelorlabs/smitline · not probed
- DB2TOON MCP io.github.kamil5b/db2toon-mcp · error
- io.github.kanywst/mcp-opa-authz · needs env
- Gooo saved tool definitions io.github.kimjooyoon/gooo-service-grant · alive
- memex io.github.kioie/memex · needs env
- Tiny Go MCP Server io.github.kioie/tiny-go-mcp · alive
- Rogue Binary MCP io.github.kirkderp/rbinmcp · not found
Servers that mention endpoints or workflows.
- ac.tandem/docs-mcp · alive
- China Marketing AI Intelligence MCP ai.chinamarketing/intelligence · needs auth
- Cerebrium Docs ai.cerebrium/docs · alive
- OpenAI Tools MCP Server ai.com.mcp/openai-tools · alive
- Dreamlit ai.dreamlit/mcp · alive
- Gemus ai.gemus/gemus · needs auth
- Hexa ai.hexahq/hexa · needs auth
- ai.orgsdk/mcp · no DNS
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-07 07:53 | alive | 132 ms | 4 | 1.2k | 739 |
| 2026-11-01 08:13 | alive | 356 ms | 4 | 1.1k | 658 |
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 server answers initialize and tools/list. Nothing to fix.