One MCP tool exposes the whole DeepCell CLI to web platforms like claude.ai, Manus, and ChatGPT — the same 20+ commands, over OAuth 2.1 with PKCE.
One MCP tool exposes the entire DeepCell CLI to web-based AI agents. Enterprise-grade OAuth 2.1 security with PKCE.
Add this URL as a remote MCP server in Claude.ai settings:
https://your-domain.com/mcpGo to Claude.ai → Settings → Integrations → Add MCP Server → paste the URL above. OAuth authentication is handled automatically.
Start a chat in your platform
“Use deepcell tool to create a dcf model”
Works with
claude.ai
Anthropic's web-based AI assistant with native MCP support.
Manus
Autonomous AI agent platform with MCP tool integration.
Any MCP client
Any platform supporting the Model Context Protocol standard.
Running a local agent with a shell?
Claude Code, Cowork, OpenWork, or your own terminal don't need MCP — they run the DeepCell CLI directly, which is faster and unlocks sign-in, the Excel and PowerPoint exports, and the sync commands that MCP blocks.
One MCP tool carries the whole CLI — minus the handful of commands MCP blocks on purpose: sign-in, the Excel and PowerPoint exports, and the git sync commands.
Concise plain text by default — token-light for agents. Pass --format json when a tool needs structured output.
Git-like operations — log, diff, restore — for structured financial data.
Edit single values or pass a JSON file for bulk updates across models.
Read and write the claims, assumptions, and evidence behind a number — not just the number.
Address any value by Item, Context, and Status — not row and column.
Industry-standard authorization. No client secrets required for web agents.
15-minute JWT lifetime with refresh tokens rotated on every use.
Blocked commands prevent auth-bypass. Every MCP call is logged for audit.
Commands return concise plain text by default — token-light, easy for any agent to parse and act on.
# Query a projected revenue value
$ deepcell query model.deepcell Revenue FY2025E projected
1500000
# Batch edit from a JSON file
$ deepcell edit model.deepcell --batch changes.json
3 edit(s) applied rev:a1b2c3d4
✓ 3 edit(s) applied
# Read back every version of the model
$ deepcell log model.deepcell
a1b2c3d4 2026-07-28 Raise FY2026 growth to 18%
9f8e7d6c 2026-07-21 Import Q2 actualsPaste the MCP URL into your AI platform, or copy the config below — it already has your API key in it. One config line either way.
OAuth 2.1 + PKCE — you sign in securely in the browser, with no secrets stored client-side. Or use an API key you can revoke at any time.
Ask your AI to build financial models, query data, or trace the reasoning behind a number. 20+ commands through one tool.
Get started
Paste one config and your agent gets 20+ commands for querying, editing, and reasoning over financial models.