Amalgix

io.github.Amalgix-ioPublished by GitHub account Amalgix-iov1.1.0Updated Oct 24, 2026

Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingFinanceBusiness & Commerce

Overview

AI-generated overview

Amalgix is a remote, pay-per-call evidence API that lets an assistant analyze financial filings, contracts and documents with source-grounded, cross-model-verif

What you can do
Analyze documents and public SEC filings (10-K, 10-Q, 20-F) by content, URL, ticker or CIK, returning claims with evidence, confidence and verification status, plus metrics and risk changes for filings. Review contracts for risk clauses, obligations, deadlines, liability exposure and missing terms, with human-review flags. Extract content from static or server-rendered web pages, optionally with analysis. Summarize documents quickly and translate JSON string values while preserving structure. Estimate the USDC cost of a tool or workflow and check service health before paid calls.
When to use it
Useful when an assistant needs evidence-backed triage of financial filings or contracts rather than free-form summaries, or when you want a cheaper extract-then-verify pipeline instead of calling frontier models directly. Also handy for bulk i18n translation of JSON locale files and quick web page extraction.
Requirements
A remote Streamable HTTP endpoint; no packages, API keys or environment variables are declared. Paid tools settle per call in USDC on Base or Solana via the x402 protocol, so a funded wallet and x402-capable client are needed. Optional wallet login (EVM signature) enables dashboard, API keys and request history. Network access required.
Before you install
Paid tools cost money per call, ranging from about $0.01 to $79 depending on document size; use the free cost estimate first. Paid analysis content is sent to third-party LLM providers. Do not submit passwords, private keys, SSNs or regulated PII. Outputs are evidence triage only, not legal or investment advice, and accuracy is not guaranteed.

Installation

In SourceWeft

  1. Open Amalgix in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.Amalgix-io%2FAmalgix/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "amalgix": {
      "type": "http",
      "url": "https://amalgix.io/mcp"
    }
  }
}

README

[Amalgix Logo]

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

Website | OpenAPI Spec | Smithery | x402scan | X (Twitter)

[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:

  1. 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.
  2. 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.
  3. 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)

ProviderPipeline Costvs Amalgix
Amalgix$0.82—
Opus 4.8 (2-pass)$2.883.5x more
GPT-5.5 (2-pass)$3.123.8x more

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:

json
{  "mcpServers": {    "amalgix": {      "url": "https://amalgix.io/mcp",      "transport": "streamable-http"    }  }}

REST

bash
curl -X GET https://amalgix.io/api/v1/health

Paid endpoints require x402 payment headers. Use estimate_cost first to preview pricing before any paid call.

Tools

ToolDescriptionPricing
analyze_public_filingFinancial Filing Intelligence for public SEC filings. Accepts content, filingUrl, ticker, or CIK for 10-K, 10-Q, and 20-F workflows.$0.03-$79.00
review_contract_risksContract Risk Intelligence for clauses, obligations, liability exposure, missing clauses, unusual terms, evidence, and human-review flags. Not legal advice.$0.03-$79.00
analyze_documentGeneral evidence analysis with source-grounded findings, confidence, and verification status.$0.03-$79.00
extract_webStatic/server-rendered public web content extraction with optional analysis.From $0.01
summarizeFast single-pass summarization with key points.From $0.01
delegate_bulk_translateTranslate JSON string values while preserving object structure.From $0.01
estimate_costFree pre-flight cost preview for paid tools or workflows.Free
health_checkFree service health and engine availability check.Free

REST Endpoints

EndpointMethodPurpose
/api/v1/filings/analyzePOSTFinancial Filing Intelligence
/api/v1/contracts/reviewPOSTContract Risk Intelligence
/api/v1/analyzePOSTGeneral Crucible™ evidence analysis
/api/v1/costPOSTCost estimation, free
/api/v1/healthGETHealth check, free
/api/v1/auth/evm/noncePOSTCreate wallet-login challenge, free
/api/v1/auth/evm/verifyPOSTVerify wallet signature, free
/api/v1/api-keysGET/POSTList or create API keys after wallet login, free
/api/v1/jobsGETRecent analysis jobs after wallet login, free
/api/v1/requestsGETRecent request logs after wallet login, free
/api/v1/paymentsGETRecent x402 payment events after wallet login, free

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:

json
{  "analysis": {    "summary": "...",    "evidenceFindings": [      {        "claim": "...",        "evidence": "...",        "sourceRef": "document:line:12",        "confidence": "high",        "verificationStatus": "supported"      }    ],    "overallConfidence": "high"  },  "meta": {    "engine": "Crucible™ Evidence Engine",    "analysisType": "general_evidence",    "routingTier": "large_context",    "estimatedCost": 0.03  }}

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:

File SizeAmalgixOpus 4.8 (2-pass)GPT-5.5 (2-pass)Savings
256KB$0.30$0.76$0.8259-62%
1MB$0.82$2.88$3.1272-74%
5MB$7.36$12.12$13.1439-44%
20MB$29.42$46.52$50.5037-42%

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.

Source: README.md at commit e6d6c96

Tools

8

analyze_document

Analyze Document

Analyze a document using Crucible™ Evidence Engine. Returns source-grounded findings with evidence, confidence, verification status, and routing metadata. Use specialized financial/contract tools when the domain is known.

ParametersqueryrequiredformattickercontentfileUrlsourceTypeanalysisTypejurisdictionpartyPerspective

analyze_public_filing

Analyze Public Filing

Crucible™ Financial Filing Intelligence for public filings and annual reports. Accepts content, filingUrl, or SEC ticker/CIK lookup for 10-K, 10-Q, and 20-F filings. Returns metrics, risk changes, contradictions, source evidence, confidence, and a not-investment-advice flag.

ParameterscikformyeardepthtickercontentquestionfilingUrl

review_contract_risks

Review Contract Risks

Crucible™ Contract Risk Intelligence for contracts, MSAs, NDAs, procurement agreements, and compliance documents. Extracts risk clauses, obligations, deadlines, liability exposure, missing terms, unusual clauses, evidence, and human-review flags. Not legal advice.

ParametersdepthfocusqueryformatcontentfileUrlsourceTypecontractTypejurisdictionpartyPerspective

extract_web

Extract Web Content

Extract content from a web page URL, optionally analyzing it with the actor-critic pipeline. Works with static and server-rendered HTML pages.

Parametersurlrequiredquery

summarize

Summarize Document

Generate a concise summary with key points. Faster and cheaper than analyze_document — best for shorter documents.

Parameterscontentrequiredmax_length

estimate_cost

Estimate Cost

FREE: Estimate the x402 USDC cost of any tool or multi-step workflow before paying. Use this before calling paid tools to check pricing.

Parameterstoolrequireddepthqueryworkflowinput_sourcecontent_lengthcontent_sample

health_check

Health Check

FREE: Check service health, engine availability, and uptime. Use before dispatching paid calls to confirm the service is operational.

Parametersverbose

delegate_bulk_translate

Bulk JSON Translator

Translate all string values in a JSON object or array to any target language. Preserves JSON structure, keys, and non-string values. Auto-chunks large payloads. Ideal for i18n locale files.

Parametersjsonrequiredpreserve_keyssource_languagetarget_languagerequired

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.