ai.mcpanalytics/analytics
MCP Analytics
A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.
alive probed 2026-10-15 · HTTP 200
27tools
6.7ktokens in Claude Opus 5.5
6.9ktokens in Claude Code
3.4 %of a 200k context window
3.8ko200k_base estimate
661 msto initialize
429 msto list tools
- Endpoint
- https://api.mcpanalytics.ai/mcp/api-key (streamable-http)
- Host
- api.mcpanalytics.ai
- Protocol
- 2024-11-05
- Reports itself as
- MCP Analytics 1.0.7
- Capabilities
- prompts, resources, tools
- Instructions
- 535 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/embeddedlayers/mcp-analytics
- Website
- https://mcpanalytics.ai
- Registry
- active, updated 2026-10-15 · registry entry
- Reachable
- 6 of the last 8 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| path_resolver | 509 | 13 % |
| path_tool_run | 411 | 11 % |
| path_bespoke | 302 | 8 % |
| path_estimate | 291 | 8 % |
| path_answer | 226 | 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 |
|---|---|---|---|---|---|
| 2026-10-15 08:53 | alive | 661 ms | 27 | 6.7k | 3.8k |
| 2026-10-14 09:06 | no DNS | ||||
| 2026-10-05 12:32 | needs auth | ||||
| 2026-10-05 00:05 | timeout | ||||
| 2026-10-04 09:52 | needs auth | ||||
| 2026-10-04 07:46 | needs auth | ||||
| 2026-10-03 20:26 | needs auth | ||||
| 2026-10-03 17:45 | needs auth |
Badge and feed
[](https://mcpcost.ulehla.dev/s/ai.mcpanalytics/analytics)
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.