What is the Neural Link?

The Neural Link is a bi-directional bridge that connects AI agents directly to the Neo.mjs runtime. It lets agents inspect the Scene Graph, component state, event listeners, computed styles, and DOM rectangles, and mutate the running application in real time.

Why is Neo.mjs called an Application Engine instead of a framework?

Neo.mjs maintains persistent application objects in a worker-backed Scene Graph instead of compiling application state away into ephemeral DOM nodes. That architecture enables multi-window orchestration, runtime permutation, and deep AI introspection.

What is Context Engineering?

Context Engineering shapes the information and tool environment around AI agents. Neo.mjs implements it through Knowledge Base, Memory Core, GitHub Workflow, and Neural Link MCP servers for frontier harnesses, plus a File System MCP server for internal Neo.ai.Agent local loops.

What is the Neo.mjs Agent OS?

The Neo.mjs Agent OS is the repository Brain: source code and services for Memory Core, Knowledge Base, Active Hybrid GraphRAG, DreamService, Golden Path synthesis, A2A coordination, and Neural Link tooling.

Frontmatter

id	9953
title	MCP Progressive Disclosure Endpoint
state	Closed
labels	enhancementaiarchitecture
assignees	neo-gpt
createdAt	Apr 13, 2026, 11:28 AM
updatedAt	Jun 21, 2026, 8:22 PM
githubUrl	https://github.com/neomjs/neo/issues/9953
author	tobiu
commentsCount	2
parentIssue	9950
subIssues	[]
subIssuesCompleted	0
subIssuesTotal	0
contentTrust
projected
quarantined	0
signals	[]
blockedBy	[]
blocking	[]
closedAt	Jun 21, 2026, 8:22 PM

MCP Progressive Disclosure Endpoint

Closed v13.1.0/archive-v13-1-0-chunk-1 enhancementaiarchitecture

tobiu commented on Apr 13, 2026, 11:28 AM

Goal

Truncate massive JSON schemas returned by the MCP Server on every turn that exhaust Frontier model context windows.

Implementation Checklist

Create a get_mcp_tool_handbook(toolId) native JSON routing endpoint.
Truncate all MCP tool description fields in the primary server manifests to max 1-2 string sentences.
Inject the sophisticated programmatic bounds directly into the handbook, ensuring Agents naturally Lazy-Load the context only when necessary.

tobiu added the enhancement label on Apr 13, 2026, 11:28 AM

tobiu added the ai label on Apr 13, 2026, 11:28 AM

tobiu added the architecture label on Apr 13, 2026, 11:28 AM

tobiu added parent issue #9950 on Apr 13, 2026, 11:28 AM

tobiu referenced in commit 53e2b91 - "feat(mcp): complete handbook coverage for remaining servers (#9953) (#13795) on Jun 21, 2026, 8:22 PM

tobiu closed this issue on Jun 21, 2026, 8:22 PM