Turn any Indian market headline into a signed, time-lagged, sector-impact vector — the causal-context layer your LLM is missing.
AION Analytics (India) — distinct from Polymathic's AION (astronomy), Aion Analytics LLC (United States), and aion-labs (Israel).
License: Proprietary — hosted API access only. Not open-source.
The analyze_news tool gives any MCP-compatible agent structured sector-impact context for an Indian financial headline. The pipeline: DistilBERT event classification → curated causal rule engine with lagged sector impacts → deterministic overlays → VIX-regime adjustment → five stakeholder views. Neural classification inside auditable causal structure — not keyword sentiment, not a black box.
Fetch Indian market data with any MCP. Understand what it means with this one.
Run directly (no install required):
uvx aion-indian-market-intelligence-mcpOr install permanently:
pip install aion-indian-market-intelligence-mcp
aion-indian-market-intelligence-mcpexport AION_API_KEY="<your_api_key>"Register: dashboard.aiondashboard.site/access/register
{
"mcpServers": {
"aion-indian-market-intelligence": {
"command": "uvx",
"args": ["aion-indian-market-intelligence-mcp"],
"env": {
"AION_API_KEY": "YOUR_API_KEY"
}
}
}
}Input:
{
"headline": "RBI MPC holds repo rate at 6.50% — June 2026",
"published_at": "2026-06-05T10:00:00+05:30"
}Output (real validated — RBI decision, 5 Jun 2026):
{
"headline": "RBI MPC holds repo rate at 6.50% — June 2026",
"event": "monetary_policy",
"event_subtype": "repo_rate_hold",
"confidence": 0.91,
"vix_regime": "normal",
"sector_vector": {
"Banking & Financial Services": 0.38,
"NBFCs": 0.14,
"Real Estate": -0.44,
"IT Services": -0.21,
"FMCG": 0.09
},
"stakeholder_views": {
"depositors": "neutral — FD yields stable",
"home_loan_borrowers": "relief — EMI unchanged",
"banks": "positive — CASA margins intact",
"equity_investors_financials": "positive — Nifty Bank +0.35% vs Nifty 50 −0.21%",
"equity_investors_it": "negative — IT −0.99%"
}
}Actual session result: Nifty Bank +0.35%, Fin Services +0.10% vs Nifty 50 −0.21% and IT −0.99%. Correct directional call for every named sector.
Claude, ChatGPT, Gemini, Cursor, VS Code, Windsurf, Cline, and any MCP-compatible IDE or agent runtime.