NeuroMesh

Ship less context. Ship the right code.

Local-first MCP context engine for Cursor, VS Code, Claude, Codex, and every MCP client. NeuroMesh indexes your repo into a graph, routes your prompt to the right symbols, and sends a folded evidence packet — not thousand-line file dumps.

Cursor · VS Code · Claude · Codex · OpenCode · MiMo CLI · Antigravity · Kilo · Trae · Windsurf · Zed

The pain · Fold · Galaxy · Measured · Install · Connect · Docs · Site

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The pain

You ask a simple question in a large project. The editor copies two or three thousand-line files and ships them to the model.

What you pay for:

1. Tokens you never needed — dollar cost on every turn
2. Seconds of fake loading while the window fills with helpers you will not touch
3. Lost in the middle — the model drowns in unrelated bodies and invents bugs

Today’s workarounds all leak in a different place:

Approach	What goes wrong
Vector RAG	Chunks smash functions. The shape of the code disappears.
“Just attach the files”	The model sees everything and understands nothing.
A static code graph	Better map — then it still pastes full files into the prompt.

NeuroMesh is the missing step: route first, then fold. The graph is for finding the path. The packet is what the model actually reads.

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Don’t delete. Fold.

Don’t delete the extra code. Fold it.

How does nature pack two metres of DNA into a nucleus without deleting a single letter?
Not by throwing genes away — by folding.

Nature does not delete DNA to fit a nucleus. It supercoils.

NeuroMesh treats the syntax tree like a genetic strand in RAM:

• Functions you need stay expressed (exons) — real body, real lines
• The rest collapse to a one-line reversible intron:

/* [neuromesh:fold:fold_unused_helper_1 | 12 lines folded | fn unused_helper()] */

The agent still sees the shape of the file — signatures, imports, neighbors — without paying for every private helper. When a folded body is required, neuromesh_expand_fold unsplices it from a registry in memory. Nothing was deleted. Nothing needs a second grep of the disk.

Structure stays. Tokens sleep. Wake a fold when you need it.

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Why it feels different

What you get	What it means for you
Smart folding	Relevant functions stay open; everything else collapses to one-line markers you can expand on demand.
Shortest path routing	Only the files your task needs — not the whole repo neighborhood.
Learns from your edits	Call record_feedback after a good fix; similar tasks route faster next time.
Safety modes	Balanced by default; auth and payment tasks automatically get more context.
Live code graph	Your repo indexed in RAM — functions, imports, and calls, not shredded text chunks.

Curious about the biology metaphor? docs/nature.md

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Install