io.github.MagicSquarekey/hybrid-recursive-ladder
Hybrid Recursive Ladder
Is the Hybrid Recursive Ladder MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-14.
Aggregate long time-series ranges with a few source requests instead of one per bucket.
alive probed 2026-11-14
- Run it
- uvx hybrid-recursive-ladder-mcp@0.0.8 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- hybrid-recursive-ladder
- Capabilities
- prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.7k tokens in Claude Opus 5.5, exact, measured 2026-11-14. With the Claude Code prefix mcp__…__ on each tool name: 1.7k. The o200k_base estimate is 960. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/MagicSquarekey/hybrid_recursive_ladder_algorithm
- Website
- https://magicsquarekey.github.io/hybrid_recursive_ladder_algorithm/
- Registry
- active, updated 2026-11-13 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.73×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| ladder_calc | 639 | 369 | 38 % |
| ladder_sum | 440 | 254 | 26 % |
| ladder_verify | 277 | 160 | 17 % |
| ladder_decompose | 239 | 138 | 14 % |
| ladder_meta | 68 | 39 | 4 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- dashAI (unofficial) io.github.Maarmapa/dashai-mcp · needs env
- MailFlat io.github.MailFlat/mailflat-mcp · alive
- fish-bridge — Session Knowledge Graph io.github.MakeaMouse/fish-bridge-mcp · alive
- PADAM · NOCTURNE memory io.github.MaksimGalatin/padam-nocturne · alive
- FastMCP - FastAPI MCP Framework & Runner io.github.Manas-maker/fast-mcp · needs args
- Vulnerability Exposure io.github.MRFrazer25/vulnerability-exposure-mcp · alive
- SourceWeave Web Search io.github.MRNAQA/sourceweave-web-search · crashed on start
- io.github.MShekow/package-version-check-mcp · crashed on start
Servers that mention recursive.
- Brainiall Web com.brainiall/web · needs auth
- CodeReclaimers Capability Oracle support.recursive/alan · needs auth
- Recursive Support Oracle support.recursive/recursive · needs auth
- DezignWorks Product Oracle support.recursive/dezignworks · needs auth
- io.github.Nekzus/npm-sentinel-mcp · alive
- io.github.context-foundry/context-foundry · crashed on start
- io.github.ANAMIZED/lrsi · not probed
- D2 MCP Server io.github.RecursiveFunctions/d2mcp · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-14 08:06 | alive | 1.8 s | 5 | 1.7k | 960 |
| 2026-10-31 07:35 | alive | 1.0 s | 4 | 981 | 563 |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.