v1.0 is live. Works with Codex, Claude Desktop, Cursor, and Windsurf.

Stop Letting Agents Hallucinate Spreadsheet Math.

The air-gapped middleware for LLMs and spreadsheets. Run local SQL queries to save tokens, and use safe patch payloads instead of brittle Python scripts.

MIT Licensed Core Zero Telemetry 100% Air-Gapped
cell-mcp-server — bash
~ npx @cellcortex/mcp-server start
[INFO] Starting CellCortex MCP Server v1.0.0...
[INFO] Discovered binary: /usr/local/bin/cell (Pro Edition)
[READY] Listening on stdio...

[REQ] {"jsonrpc":"2.0","method":"tools/call","params":{"name":"query_excel_data","arguments":{"sql":"SELECT SUM(Revenue)..."}}}
[RES] {"jsonrpc":"2.0","result":{"content":[{"type":"text","text":"{\"ok\":true,\"data\":{\"rows\":[{\"q3_revenue\":12850420}]}}"}]}}

Works Seamlessly With Your AI IDE

Codex, Claude Desktop, Cursor, and Windsurf all work with the same local MCP surface.

The Aha Moment: Context Compression You Can See

Turn a 50MB file into a 4-line JSON response. Save up to 95% of LLM inference tokens on read-heavy workflows.

Agent Prompt
Agent: "Calculate Q3 revenue from this 50,000-row ledger."
Local CLI Execution
cell fetch --file "Q3_Ledger.xlsx" \
  --sql "SELECT SUM(Revenue) AS q3_revenue \
         FROM data WHERE Quarter = 'Q3'"
Compact JSON Output
{
  "ok": true,
  "data": { "rows": [{ "q3_revenue": 12850420 }] }
}

Quick Start

Community CLI

curl -sSL https://cellcortex.dev/install.sh | bash

Best for schema mapping, local querying, absolute patching, and safe model cloning.

Prefer to inspect before execution? Review the installer source first.

curl -fsSLO https://cellcortex.dev/install.sh
less install.sh
bash install.sh

View community installer source on GitHub

🛡 MIT Licensed Open Source GitHub Source Available

Pro CLI

curl -sSL https://cellcortex.dev/install-pro.sh | bash

Inspect Pro installer script before running if your security policy requires manual review.

After checkout, activate instantly with your license key:

cell auth login --license-key "pro_xxxx"
Buy Pro in 60 seconds

Use Cases For Builders Who Need Results Fast

Automated Web Scraping to Excel

Use Pro append to stream scraped records into master sheets without overwriting historical rows.

Startup Financial Modeling

Use clone and anchor-based patch for "what-if" scenario analysis without touching fragile formula grids.

Personal Finance Agents

Run local SQL with fetch over bank exports to categorize spending without sending private data to cloud inference endpoints.

One Command Mental Model, Two Capability Tiers

Both editions run as cell. Community handles read-heavy and deterministic query workflows. Pro adds the safety layer required for autonomous agents running on schedules.

Capability GroupCommunityPro
Context and Querying (Read-Heavy Work)
map schema discoveryYesYes
fetch local SQL context throttlingYesYes
clone model duplicationYesYes
Absolute-coordinate patchYesYes
Safety and Autonomous Pipelines (Production Agents)
Anchor and value-matrix patchNoYes
Idempotent appendNoYes
WAL rollback with revertNoYes
style formatting automationNoYes
cell auth license unlockNoYes