dev.nichedb/nichedb
NicheDB
Sources in, feeds out: an open, ever-growing database of real-time public data, enriched.
alive probed 2026-10-07 · HTTP 200
27tools
7.7ktokens in Claude Opus 5.5
7.9ktokens in Claude Code
3.8 %of a 200k context window
4.5ko200k_base estimate
992 msto initialize
47 msto list tools
- Endpoint
- https://nichedb.dev/mcp (streamable-http)
- Host
- nichedb.dev
- Protocol
- 2025-11-25
- Reports itself as
- nichedb 1.0.0
- Capabilities
- resources, tools
- Instructions
- 714 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-07. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/profullstack/niche-db
- Website
- https://nichedb.dev
- Registry
- active, updated 2026-09-05 · registry entry
- Reachable
- 7 of the last 7 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| match_items | 422 | 9 % |
| search_tlds | 421 | 9 % |
| create_feed | 350 | 8 % |
| update_profile | 348 | 8 % |
| population | 317 | 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 |
|---|---|---|---|---|---|
| 2026-10-07 11:06 | alive | 1.6 s | 27 | 7.7k | 4.5k |
| 2026-10-05 13:59 | alive | 992 ms | 26 | 7.1k | 4.2k |
| 2026-10-05 00:24 | alive | 304 ms | 26 | 4.2k | |
| 2026-10-04 10:00 | alive | 722 ms | 26 | 4.2k | |
| 2026-10-04 07:53 | alive | 878 ms | 26 | 4.2k | |
| 2026-10-03 20:33 | alive | 912 ms | 26 | 4.2k | |
| 2026-10-03 17:50 | alive | 606 ms | 26 | 4.2k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/dev.nichedb/nichedb)
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.