io.github.tjcgraham-rgb/gaip-witness
GAIP Witness Agent
io.github.tjcgraham-rgb/gaip-witness costs 7 793 tokens of context per session. It has 20 tool definitions. That is 3.9 % of a 200k window. Measured 2026-10-03.
Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.
alive probed 2026-10-03 · HTTP 200
20tools
7.8ktokens for the tool definitions
3.9 %of a 200k context window
878 msto initialize
652 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 1.4.0
- Capabilities
- prompts, resources, tools
- Instructions
- 1 277 characters
- Repository
- https://github.com/tjcgraham-rgb/gaip-agents
- Website
- https://www.gaipagents.com/agents/witness
- Registry
- active, updated 2026-10-02 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| gaip_measure_outcome_value | 863 | 11 % |
| gaip_verify_supplier_claims | 593 | 8 % |
| inspect_counterparty_evidence | 564 | 7 % |
| gaip_watch_register | 556 | 7 % |
| witness_delivery | 515 | 7 % |
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 20:40 | alive | 878 ms | 20 | 7.8k |
| 2026-10-03 17:55 | alive | 1.4 s | 20 | 7.8k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.tjcgraham-rgb/gaip-witness)