io.github.tjcgraham-rgb/gaip-outcome-value
GAIP Outcome & Value Agent
Now part of GAIP Witness: records a task outcome and caller-supplied costs.
alive probed 2026-10-10 · HTTP 200
1tools
1.5ktokens in Claude Opus 5.5
1.6ktokens in Claude Code
0.8 %of a 200k context window
863o200k_base estimate
3.3 sto initialize
1.1 sto list tools
- Endpoint
- https://www.gaipagents.com/mcp/agents/outcome-value (streamable-http)
- Host
- www.gaipagents.com
- Protocol
- 2025-11-25
- Reports itself as
- gaip-outcome-value 1.5.0
- Capabilities
- prompts, resources, tools
- Instructions
- 614 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/tjcgraham-rgb/gaip-agents
- Website
- https://www.gaipagents.com/agents/outcome-value
- Registry
- active, updated 2026-10-10 · registry entry
- Reachable
- 7 of the last 7 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| gaip_measure_outcome_value | 863 | 100 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-10 10:31 | alive | 4.5 s | 1 | 1.5k | 863 |
| 2026-10-05 16:36 | alive | 3.3 s | 1 | 1.5k | 863 |
| 2026-10-05 00:57 | alive | 1.2 s | 1 | 863 | |
| 2026-10-04 10:07 | alive | 911 ms | 1 | 863 | |
| 2026-10-04 08:01 | alive | 725 ms | 1 | 863 | |
| 2026-10-03 20:40 | alive | 1.4 s | 1 | 863 | |
| 2026-10-03 17:55 | alive | 1.3 s | 1 | 863 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.tjcgraham-rgb/gaip-outcome-value)
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.