io.github.tjcgraham-rgb/gaip-broker
GAIP — evidence on AI agents before and after you call them
io.github.tjcgraham-rgb/gaip-broker costs 2 185 tokens of context per session. It has 4 tool definitions. That is 1.1 % of a 200k window. Measured 2026-10-03.
Four tools to check, watch, diagnose and verify AI agents and MCP servers. Free, read-only.
alive probed 2026-10-03 · HTTP 200
4tools
2.2ktokens for the tool definitions
1.1 %of a 200k context window
1.4 sto initialize
452 msto list tools
- Endpoint
- https://www.gaipagents.com/mcp (streamable-http)
- Host
- www.gaipagents.com
- Protocol
- 2025-11-25
- Reports itself as
- gaip-broker 1.6.1
- Capabilities
- prompts, resources, tools
- Instructions
- 652 characters
- Repository
- https://github.com/tjcgraham-rgb/gaip-agents
- Website
- https://www.gaipagents.com
- Registry
- active, updated 2026-09-29 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| gaip_verify | 1 118 | 51 % |
| gaip_check | 405 | 19 % |
| gaip_diagnose | 344 | 16 % |
| gaip_watch | 318 | 15 % |
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 | 1.4 s | 4 | 2.2k |
| 2026-10-03 17:55 | alive | 1.3 s | 4 | 2.2k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.tjcgraham-rgb/gaip-broker)