Faster context. Fewer tokens.

Your AI can query Notion, Jira, or local markdown files - but every lookup costs tokens, time, and roundtrips. NodeSpace pre-indexes your product knowledge for instant semantic search.

For product teams using Claude Code, Cursor, or AI assistants who are tired of burning tokens on context lookup every session.

80% Fewer Roundtrips
50% Token Savings

*Benchmarked against grep/ripgrep on local markdown docs

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No credit card. We're onboarding teams Q1 2026.

Same question, two approaches:

Without NodeSpace grep/ripgrep · 6 calls · 41.6K tokens
With NodeSpace semantic search · 1 call · 31.2K tokens

Every AI session, same story: "What's our API convention?" "Where's the auth spec?" "Why did we choose Postgres?" Your AI can search markdown files, query Notion, or fetch from Jira - but it takes multiple roundtrips and burns through tokens finding the right context.

NodeSpace: instant context, locally indexed.

How It Works

1

Import your knowledge

Markdown, specs, architecture decisions - NodeSpace indexes them for instant semantic search.

2

MCP connects your AI

Claude Code, Cursor, and other AI tools query NodeSpace directly via the MCP protocol.

3

Instant context, every session

Local queries instead of API roundtrips. Your AI gets the right context in milliseconds.

NodeSpace is a desktop app with built-in semantic search and an MCP server. No cloud account required.

What You Get

Instant queries, no API costs

NodeSpace runs locally. No per-request API calls, no token overhead for context lookup. Works offline, on planes, behind VPNs.

Find context by meaning

Ask "Where do we handle authentication?" and get the right files - even if they don't mention "auth" in the name. Semantic search, not keyword matching.

Works with your AI tools

Drop-in integration via MCP protocol. Claude Code, Cursor, Continue - no switching editors or changing workflows.

Bring your own AI

Compatible with any AI provider - OpenAI, Anthropic, local models. NodeSpace provides the context, you choose the model.

What's Coming

Team Sync

Share your knowledge base across your product team. Everyone's AI stays informed, no manual syncing.

Playbooks

Define reusable workflows that execute automatically. Describe what you want, NodeSpace runs it on triggers you set.

Early access users help shape what we build next.

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