io.github.farssaadeldin7-ux/neural-link-intention-layer

neural-link-intention-layer

Is the io.github.farssaadeldin7-ux/neural-link-intention-layer MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.

Learn a designer's repetitive command patterns and surface the next likely action, cutting the...

alive probed 2026-11-15 · unchanged since 2026-10-26

15tools

3.8ktokens in Claude Opus 5.5

1.9 %of Claude's 200k window

1.5×the median server

90 msto initialize

3 msto list tools

Bundle: https://github.com/farssaadeldin7-ux/claude-plugin-suite/releases/download/mcpb-v0.1.3/neural-link-intention-layer.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
Host: github.com
Reports itself as: neural-link-intention-layer 0.1.0
Capabilities: prompts, tools
Instructions: 691 characters
Of a 1M window: 0.4 % of a 1M context window
Count: 3.8k tokens in Claude Opus 5.5, exact, measured 2026-10-26. With the Claude Code prefix mcp__…__ on each tool name: 4.0k. The o200k_base estimate is 2.2k. Counted again when the tool definitions change. Method.
Repository: https://github.com/farssaadeldin7-ux/claude-plugin-suite
Registry: active, updated 2026-10-20 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.71×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
score_candidate	632	370	17 %
fit_predictor	504	295	13 %
record_build	471	276	12 %
predict_next	453	265	12 %
analyse_log	347	203	9 %

Other registry entries on github.com, the ones next to this name; all of them.

Servers that mention intention.

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

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.