ai.llmse/mcp
LLMSE Public API
Public MCP server for the LLM Search Engine
alive probed 2026-10-15 · HTTP 200
10tools
5.9ktokens in Claude Opus 5.5
6.0ktokens in Claude Code
2.9 %of a 200k context window
3.5ko200k_base estimate
1.3 sto initialize
51 msto list tools
- Endpoint
- https://llmse.ai/mcp (streamable-http)
- Host
- llmse.ai
- Protocol
- 2025-11-25
- Reports itself as
- LLMSE Public API 1.25.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Registry
- active, updated 2026-01-21 · registry entry
- Reachable
- 7 of the last 8 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| select_advertiser | 594 | 17 % |
| analyze_aeo | 443 | 13 % |
| analyze_garm | 409 | 12 % |
| audit | 375 | 11 % |
| analyze_readability | 364 | 10 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-15 08:53 | alive | 1.3 s | 10 | 5.9k | 3.5k |
| 2026-10-14 09:06 | timeout | ||||
| 2026-10-05 12:32 | alive | 233 ms | 10 | 5.9k | 3.5k |
| 2026-10-05 00:05 | alive | 461 ms | 10 | 3.5k | |
| 2026-10-04 09:52 | alive | 1.5 s | 10 | 3.5k | |
| 2026-10-04 07:46 | alive | 751 ms | 10 | 3.5k | |
| 2026-10-03 20:26 | alive | 1.3 s | 10 | 3.5k | |
| 2026-10-03 17:45 | alive | 827 ms | 10 | 3.5k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/ai.llmse/mcp)
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.