fahali-mcp
Fahali MCP is an uncertainty-aware market-intelligence server providing provenance-backed financial analysis across ~900 crypto and US equity/ETF instruments. Every response includes a confidence score and reasoning chain; uncalibrated engines report 'calibrating' rather than inventing numbers.
Market Verdicts (
fahali_get_market_verdict) — Structured bullish/bearish/neutral direction, confidence score, reasoning chain, expected move %, and forecast horizon for one or more symbols. Optionally enriched with contagion risk data. Available on Free (limited, 50 calls/day) and Professional tiers.Portfolio Risk (
fahali_get_portfolio_risk) — Overall risk score, Value-at-Risk (VaR), expected drawdown, and per-position breakdown. Requires connected exchange accounts and Elite tier.Contagion Maps (
fahali_get_contagion_map) — Cross-asset tail-dependence map showing nodes (symbols with risk scores), pairwise correlation edges, and clusters of correlated assets. Requires Elite tier.Capital Flow Intelligence (
fahali_get_capital_flow) — Net USD flow, institutional vs. retail breakdown, whale activity, and overall flow trend for a specific symbol. Requires Professional tier.
Access: Connect remotely via SSE with API key authentication or run locally as a stdio MCP server. All outputs are informational only and not financial advice.
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Fahali — Financial Risk MCP Server for AI Agents
Give your agent a risk conscience. Fahali gives AI agents a callable financial-risk layer: portfolio risk, stress losses, crypto risk, contagion, crash precursors and market verdicts. Read-only — your agent already fetches prices; Fahali tells it what those prices mean for capital at risk. It returns a judged read with its confidence, the inputs it is missing, and a signed receipt, so your agent can check its own conviction against something scored against outcomes instead of raw prices it has to interpret blindly.
Observation, not advice. Fahali watches and explains market risk. It never tells you or your agent what to buy or sell. Read-only: no order routing, no path to capital.
Why an agent cites Fahali instead of a price feed
Verified lead time. Per engine, the median hours ahead of the move on its correct material warnings, scored against what happened, with the misses in the same record. Your agent can weight a signal by proven lead, not by tone. Public, no key:
GET /api/track-record/lead-time.Signed receipts. Every verdict carries a SHA-256 receipt and a provenance root. When your agent quotes Fahali, it can attach proof of what was said and when.
A judged record with public replays. Predictive signals are graded against a disclosed, versioned method at their own horizon, and wrong calls stay on the record. Analytical engines are labelled observation-only rather than scored as forecasts, because grading an observation against a price move would manufacture a hit rate that means nothing. Methodology: fahaliai.com/methodology.
Honest absence. Missing data says so. Quiet markets resolve as unresolved, never as wins. Some tools abstain by design: whale tracking returns an explicit "no on-chain data source" rather than inventing positions.
Coverage is crypto 24/7 and US equities and ETFs during market hours. Live coverage and engine counts are reported at GET /api/public/stats rather than asserted here, because the active set changes.
Related MCP server: carbon-cashmere-mcp
See it before you sign up
The lead-time record is public. This is the fastest way to confirm Fahali is scored against outcomes:
curl https://app.fahaliai.com/api/track-record/lead-timeConnect
Remote MCP (recommended, nothing to install):
Streamable HTTP: https://mcp.fahaliai.com/mcp
SSE (legacy): https://mcp.fahaliai.com/sseAuth: OAuth 2.1 ("Connect with Fahali") or a static key, Authorization: Bearer sk_live_.... Grab a free developer key (50 calls/day, no card) at app.fahaliai.com/developer. In Claude, ChatGPT, or Cursor, add the URL above as a connector. Listed in the official MCP registry as com.fahaliai/fahali.
Run this repo as a local stdio proxy:
npm install
npm run build
FAHALI_API_KEY=sk_live_... node dist/index.js --stdioIt forwards each tool call to the upstream Fahali API; tier is enforced upstream.
Example: a pre-trade risk check
examples/pre-trade-check is a runnable agent (zero dependencies, one command) that asks Fahali, before a position is opened: is a flash-crash precursor firing, what is the judged read and what data is missing, and how early does the record say this engine usually warns. It then prints a PROCEED / CAUTION / HOLD posture and the receipt.
Tools
Around 30 tools. Most are read-only market intelligence; a few agent-workspace tools (memory, custom alerts) write only to your own workspace, never to markets. Highlights:
Tool | Returns |
| Per-symbol verdict: direction, confidence, reasoning, expected move, horizon |
| The verified, outcome-scored lead-time record (public) |
| Probabilistic 72h forecast with an uncertainty cone, Brier-scored |
| Flash-crash precursor strength, or an explicit abstention |
| The judged record with per-horizon base rates and lift |
| Cross-asset tail-dependence and correlated clusters |
| Off-tape absorption, labeled as a microstructure proxy |
| Order-flow imbalance proxy (no fabricated institutional/retail split) |
| Current regime read |
| Stress-test a portfolio against a scenario |
Full tool schemas: mcp.fahaliai.com.
Pricing
Free developer key (50 calls/day) for exploration. Agent lanes from $49/mo (10k calls), $199 (100k), $999 (1M). Human app tiers from $19/mo at fahaliai.com.
Links
App: app.fahaliai.com
MCP docs / health: mcp.fahaliai.com
Methodology (how signals are graded): fahaliai.com/methodology
Developer / API: fahaliai.com/developer
Privacy: app.fahaliai.com/privacy
Built by Future Legends Inc. Observation, not advice.
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