io.github.sunholo-data/parse
AILANG Parse
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.
alive probed 2026-10-08 · HTTP 200
12tools
4.7ktokens in Claude Opus 5.5
4.8ktokens in Claude Code
2.4 %of a 200k context window
2.9ko200k_base estimate
623 msto initialize
126 msto list tools
- Endpoint
- https://docparse.ailang.sunholo.com/mcp/ (streamable-http)
- Host
- docparse.ailang.sunholo.com
- Protocol
- 2025-11-25
- Reports itself as
- ailang-api 0.8.1
- Capabilities
- logging, resources, tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-08. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/sunholo-data/ailang-parse
- Website
- https://www.sunholo.com/ailang-parse/
- Registry
- active, updated 2026-09-01 · registry entry
- Reachable
- 8 of the last 8 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| mcpParse | 603 | 21 % |
| mcpConvert | 523 | 18 % |
| editDocument | 493 | 17 % |
| submit_feedback | 376 | 13 % |
| createUpload | 215 | 7 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-08 11:26 | alive | 1.5 s | 12 | 4.7k | 2.9k |
| 2026-10-07 11:22 | alive | 436 ms | 9 | 2.6k | 1.5k |
| 2026-10-05 16:31 | alive | 623 ms | 10 | 2.8k | 1.6k |
| 2026-10-05 00:56 | alive | 334 ms | 10 | 1.6k | |
| 2026-10-04 10:07 | alive | 917 ms | 10 | 1.6k | |
| 2026-10-04 08:00 | alive | 908 ms | 10 | 1.6k | |
| 2026-10-03 20:40 | alive | 1.3 s | 10 | 1.6k | |
| 2026-10-03 17:55 | alive | 548 ms | 10 | 1.6k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.sunholo-data/parse)
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.