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Amalgix
Cross-Model Evidence Pipeline for Financial Filings & Contracts
MCP + REST · x402 Pay-Per-Call · Up to 3.8x cheaper than calling frontier models directly
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[MCP]
[x402]
[Chains]
[Tools]
[Evidence backed]
Why Amalgix?
AI agents that need evidence-backed facts from financial filings and contracts face a problem: calling frontier models like Opus 4.8 or GPT-5.5 is expensive, and a single call doesn't produce verified evidence — you need at least two passes (extract + verify) to get source-grounded output.
Amalgix solves this with a cross-model evidence pipeline:
- Model A extracts — A specialized extraction model pulls structured findings from your document. Each claim is tied to a verbatim quote, confidence score, and source reference.
- Model B verifies — A different model cross-checks every finding against the original source. Contradictions are flagged; unsupported claims are marked for review — not presented as facts.
- You pay less — Because each stage uses the optimal model for the job (not the most expensive one), the total pipeline cost is significantly lower than running frontier models yourself.
Cost Comparison (1MB Document)
Competitor costs represent what it takes to replicate Amalgix's extract → verify output using those models directly (2-pass, ~15% + ~10% output ratio).
What is Amalgix?
A crypto-native, MCP + REST intelligence API for AI agents. The proprietary Crucible™ Evidence Engine orchestrates the cross-model pipeline:
- Source-grounded claims — each material finding includes
claim, evidence, sourceRef, confidence, and verificationStatus
- Cross-model verification — extraction and verification use different models, catching errors that single-model approaches miss
- Financial Filing Intelligence — SEC 10-K, 10-Q, and 20-F analysis by content, filing URL, ticker, or CIK
- Contract Risk Intelligence — clauses, obligations, deadlines, liability, missing terms, and evidence
- x402 payments — paid calls settle in USDC on Base or Solana. No API keys required, no subscriptions
- Wallet dashboard — EVM wallet login for request history and API key management
Crucible is designed for evidence triage and agent workflows. It does not claim perfect accuracy, legal advice, or investment advice; responses expose confidence and verification metadata so downstream systems can inspect the basis for each finding.
Quick Start
MCP
Add Amalgix to any Streamable HTTP MCP-compatible client:
REST
Paid endpoints require x402 payment headers. Use estimate_cost first to preview pricing before any paid call.
Tools
REST Endpoints
Legacy REST tools (/api/v1/extract, /api/v1/summarize, /api/v1/translate) are available as operator opt-in via AMALGIX_ENABLE_LEGACY_REST_TOOLS=true. They remain accessible through MCP by default.
Crucible™ Output Contract
Crucible normalizes evidence into a stable shape for agents:
Analysis modes:
general_evidence
financial_filing
contract_review
Pricing
Dynamic pricing based on document size. Amalgix's cross-model pipeline delivers equivalent evidence quality at a fraction of single-model cost:
Use the free estimate_cost tool for a request-specific quote.
Payment
Amalgix uses the x402 protocol for pay-per-call settlement:
- Currency: USDC
- Chains: Base (EVM) or Solana (SVM)
- Scheme:
exact
- Authentication: x402 for paid execution; optional wallet/API key identity for dashboard and REST attribution
Security & Privacy
- Contract raw text is not persisted by default; Amalgix stores hashes, metadata, job status, and optional results only when configured.
- Public financial filing metadata may be cached because filings are public.
- Connections use TLS.
- Paid analysis content is sent to third-party LLM providers for processing.
- Do not submit passwords, private keys, SSNs, classified data, or other regulated PII.
- Contract and filing outputs are evidence triage only, not legal or investment advice.
Links
License
All Rights Reserved (c) 2026 Amalgix. This repository contains documentation and configuration files only. The Amalgix engine source code is proprietary and not included.