What you tell Claude Code, Cursor already knows. Decisions from ChatGPT, research from Perplexity, code patterns from every tool — unified in your IDE.
Click a scenario to watch Cursor AI use cross-tool knowledge to write better code, faster.
Sulci works with Cursor via the same MCP protocol. One config file, all seven tools.
{
"mcpServers": {
"sulci": {
"command": "/bin/sh",
"args": ["-c", "uv --directory /path/to/sulci run --package sulci-mcp sulci-mcp"]
}
}
}{
"mcpServers": {
"sulci": {
"command": "/bin/sh",
"args": ["-c", "uv --directory /path/to/sulci run --package sulci-mcp sulci-mcp"]
}
}
}Knowledge from ChatGPT, Claude Code, Perplexity, and Chrome sessions — all available when Cursor AI generates code.
Sulci provides your coding preferences (async/await, type hints, naming conventions) so generated code matches your style.
Knowledge captured in any tool is instantly available in Cursor. No manual syncing, no stale context.
Architecture decisions, coding standards, and hard constraints are flagged as Core and injected into every response — not just when the query matches. Critical context is never missing.
Atoms with a valid_until date expire automatically. Time-boxed decisions, sprint goals, and deadlines never pollute context after they're no longer relevant.
The Sulci sidebar extension for VS Code and Cursor auto-queries your knowledge base as you navigate code. Results are split into two tiers so you always know what's critical.
The top of the sidebar always shows your Core atoms in amber — your most important facts, present regardless of what file you're in or what query was run.
Below Core, the sidebar shows atoms retrieved by semantic search against the current file or manual query — relevant to exactly what you're working on right now.
Auto-queries are queued, never cancelled mid-flight. Even with slow embedding search, results always arrive — no timeouts, no silent failures.
Sulci is in limited beta. Get early access and never re-explain yourself again.
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