io.github.tjcgraham-rgb/gaip-witness
GAIP Witness Agent
Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.
alive probed 2026-10-12 · HTTP 200
23tools
17ktokens in Claude Opus 5.5
17ktokens in Claude Code
8.4 %of a 200k context window
9.3ko200k_base estimate
3.7 sto initialize
886 msto list tools
- Endpoint
- https://www.gaipagents.com/mcp/agents/witness (streamable-http)
- Host
- www.gaipagents.com
- Protocol
- 2025-11-25
- Reports itself as
- gaip-witness 1.5.0
- Capabilities
- prompts, resources, tools
- Instructions
- 1 333 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-12. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/tjcgraham-rgb/gaip-agents
- Website
- https://www.gaipagents.com/agents/witness
- Registry
- active, updated 2026-10-10 · registry entry
- Reachable
- 9 of the last 9 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| gaip_measure_outcome_value | 863 | 9 % |
| witness_accept_terms | 671 | 7 % |
| gaip_verify_supplier_claims | 593 | 6 % |
| witness_signoff | 592 | 6 % |
| inspect_counterparty_evidence | 564 | 6 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-12 11:57 | alive | 3.4 s | 23 | 17k | 9.3k |
| 2026-10-10 10:31 | alive | 3.7 s | 23 | 17k | 9.3k |
| 2026-10-09 11:30 | alive | 2.1 s | 22 | 15k | 8.5k |
| 2026-10-05 16:37 | alive | 3.7 s | 20 | 14k | 7.8k |
| 2026-10-05 00:57 | alive | 882 ms | 20 | 7.8k | |
| 2026-10-04 10:07 | alive | 1.1 s | 20 | 7.8k | |
| 2026-10-04 08:01 | alive | 764 ms | 20 | 7.8k | |
| 2026-10-03 20:40 | alive | 878 ms | 20 | 7.8k | |
| 2026-10-03 17:55 | alive | 1.4 s | 20 | 7.8k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.tjcgraham-rgb/gaip-witness)
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.