io.github.pipeworx-io/ai-briefing
Ai Briefing
io.github.pipeworx-io/ai-briefing costs 19 601 tokens of context per session. It has 44 tool definitions. That is 9.8 % of a 200k window. Measured 2026-10-03.
AI Briefing MCP — Keep AI models current on industry developments
alive probed 2026-10-03 · HTTP 200
44tools
20ktokens for the tool definitions
9.8 %of a 200k context window
103 msto initialize
101 msto list tools
- Endpoint
- https://gateway.pipeworx.io/ai-briefing/mcp (streamable-http)
- Host
- gateway.pipeworx.io
- Protocol
- 2025-03-26
- Reports itself as
- pipeworx-gateway 0.1.0
- Capabilities
- prompts, resources, tools
- Instructions
- 714 characters
- Repository
- https://github.com/pipeworx-io/mcp-ai-briefing
- Website
- https://pipeworx.io/packs/ai-briefing
- Registry
- active, updated 2026-09-25 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| polymarket_kalshi_spread | 1 738 | 9 % |
| bet_research | 1 225 | 6 % |
| polymarket_edges | 1 175 | 6 % |
| company_facts | 1 092 | 6 % |
| kalshi_weather_edge | 974 | 5 % |
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 20:39 | alive | 103 ms | 44 | 20k |
| 2026-10-03 17:54 | alive | 100 ms | 44 | 20k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.pipeworx-io/ai-briefing)