Model Context Protocol · Early Access

Call deterministic tools from your assistant.

Connect Claude, Cursor, or your own agent to the hosted research gateway. Every calculation runs in deterministic Python, and usage lands on one account.

Step 01 · Authorize

Approve access in one click.

Point your client at aemcp.up.railway.app/mcp and approve the OAuth consent screen.

/oauth/consent
Northfield ResearchSample data

Account authorization

Approve research assistant connection

OAuth 2.1

You choose whether an external client can run research tools on your account. It never sees your model keys, and you can revoke access in one click.

Allow accessDeny
Consent. You review the exact permissions requested and can revoke access at any time.

Step 02 · Run & Track

Counted against your account.

Early access. Rates are shown in your account before any billing. Calls are counted per account and month against included plan quotas.

Connect
Northfield ResearchSample data

Connected research gateway

Counted on one account

Connect Claude, Cursor, or your own research scripts to the hosted gateway at aemcp.up.railway.app/mcp.

MCP panel. Manage connected apps and organization keys from one screen.

25 Available Tools

Every tool on the gateway today.

The model selects the tool; deterministic Python computes the result.

  • deflated_sharpe
  • pbo_cscv
  • compute_spread_signal
  • find_cointegrated_pairs
  • data_capabilities
  • technical_features
  • valuation_band
  • sec_insider_screen
  • sec_13f_screen
  • sec_event_screen
  • screen_estimate_revisions
  • universe_resolver
  • backtest
  • options
  • conditional_returns
  • compute_var_cvar
  • decompose_factors
  • performance_report
  • my_deliverables
  • workflows
  • run_workflow
  • my_universe
  • list_assignments
  • my_waiting
  • deliver_run