Amalgix

io.github.Amalgix-io由 GitHub 帳號 Amalgix-io 發布v1.1.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取金融商業與電商

概覽

AI 產生的概覽

Amalgix 是遠端按次付費的證據分析 API,讓助理對財報、合約與文件進行附來源引證與跨模型核驗的分析。

可以做什麼
依內容、連結、股票代號或 CIK 分析文件與 SEC 公開財報(10-K、10-Q、20-F),回傳附證據、信心度與核驗狀態的結論,以及財報指標與風險變化。審查合約中的風險條款、義務、期限、責任曝險與缺漏條款,並標記需人工複核之處。從靜態或伺服器端渲染的網頁擷取內容,可選擇附帶分析。快速產生文件摘要,並翻譯 JSON 字串值且保留結構。在付費呼叫前估算 USDC 費用並檢查服務健康狀態。
適用情境
適合需要附證據的財報或合約初篩而非自由摘要的情境,也適合以較便宜的「先擷取再核驗」流程取代直接呼叫前沿模型。批次翻譯 JSON 語系檔與快速擷取網頁內容時同樣實用。
執行需求
遠端 Streamable HTTP 端點;未宣告任何套件、API 金鑰或環境變數。付費工具透過 x402 協定按次以 USDC 在 Base 或 Solana 結算,需要已儲值的錢包與支援 x402 的用戶端。選用的錢包登入(EVM 簽章)可啟用儀表板、API 金鑰與請求紀錄。需要網路存取。
安裝前請注意
付費工具按次收費,依文件大小約從 0.01 美元到 79 美元不等;請先使用免費的費用估算。付費分析內容會傳送給第三方大型語言模型供應商。不要提交密碼、私鑰、社會安全號碼或受監管的個人資料。輸出僅為證據初篩,不構成法律或投資建議,且不保證完全準確。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Amalgix,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Amalgix-io%2FAmalgix/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源:README.md,提交 e6d6c96

工具

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.

輸入參數query必填formattickercontentfileUrlsourceTypeanalysisTypejurisdictionpartyPerspective

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.

輸入參數cikformyeardepthtickercontentquestionfilingUrl

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.

輸入參數depthfocusqueryformatcontentfileUrlsourceTypecontractTypejurisdictionpartyPerspective

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.

輸入參數url必填query

summarize

Summarize Document

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

輸入參數content必填max_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.

輸入參數tool必填depthqueryworkflowinput_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.

輸入參數verbose

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.

輸入參數json必填preserve_keyssource_languagetarget_language必填

版本歷史

1
  1. v1.1.0最新Sep 16, 2026

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