io.github.sunholo-data/ailang-docs

AILANG Docs

Is the AILANG Docs MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.

AILANG language reference, stdlib, examples and benchmarks for agents that write AILANG.

alive probed 2026-11-14 · unchanged since 2026-11-13 · HTTP 200

23tools

3.2ktokens in Claude Opus 5.5

1.6 %of Claude's 200k window

1.3×the median server

1.4 sto initialize

187 msto list tools

Endpoint: https://mcp.ailang.sunholo.com/mcp/ (streamable-http)
Host: mcp.ailang.sunholo.com
Protocol: 2025-11-25
Reports itself as: ailang-docs 0.60.4
Capabilities: logging, resources, tools
Instructions: none
Of a 1M window: 0.3 % of a 1M context window
Count: 3.2k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 3.4k. The o200k_base estimate is 1.7k. Counted again when the tool definitions change. Method.
Repository: https://github.com/sunholo-data/ailang
Website: https://ailang.sunholo.com/
Registry: active, updated 2026-11-13 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.82×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
submit_feedback	605	332	19 %
install_guide	230	126	7 %
examples_list	182	100	6 %
docs_search	179	98	6 %
onboarding_guide	162	89	5 %

Servers that mention ailang or docs.

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

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