tech.thecompound/parserail-mcp

Official

by kyisaiah47 · TypeScript

Documents to schema-valid JSON plus 38 more finished-job AI tools, on one credit wallet.

The tech.thecompound/parserail-mcp MCP server documents to schema-valid JSON and provides access to additional finished-job AI tools. It is described as bundling “38 more finished-job AI tools” alongside the JSON documentation capability, billed through a single credit wallet.

🛠️ Key Features

Documents output formatted as schema-valid JSON
Provides “38 more finished-job AI tools”
Operates under “one credit wallet”

🚀 Use Cases

Converting documentation into schema-valid JSON
Using a consolidated set of finished-job AI tools via a single credit wallet

⚡ Developer Benefits

Schema-valid JSON output from documentation

⚠️ Limitations

Available capabilities are limited to what is described: JSON documentation and the referenced finished-job AI tools; no additional tool details are provided.

Topics

ai-agentsclaudedocument-parsinginvoice-ocrmcpmcp-servermodelcontextprotocolpii-redaction

README.md2 KBView on GitHub

parserail-mcp

An MCP server for ParseRail, gives Claude, Cursor, and any Model Context Protocol client native tools to parse documents, extract fields, redact PII, analyze contracts, fight chargebacks, and enrich companies.

Setup

Get a key at parserail.thecompound.tech. Add the server to your MCP client config. ParseRail has no free tier. Buy credits up front through a $20 pack or a plan from $19/mo. ParseRail charges a call only when it succeeds.

Claude Code:

bash

claude mcp add parserail -e PARSERAIL_API_KEY=ksk_live_… -- npx -y parserail-mcp

Claude Desktop / Cursor (mcpServers config):

json

{
  "mcpServers": {
    "parserail": {
      "command": "npx",
      "args": ["-y", "parserail-mcp"],
      "env": { "PARSERAIL_API_KEY": "ksk_live_…" }
    }
  }
}

Tools

Tool	What it does
`parserail_parse`	Document (invoice/EOB/COI, PDF/image/text) → structured JSON
`parserail_extract`	Pull named fields out of any text
`parserail_classify`	Label text against your taxonomy
`parserail_summarize`	Summary + key points + action items
`parserail_redact`	Strip PII/PHI from text
`parserail_sentiment`	Sentiment, aspects, and themes
`parserail_contract`	Contract → parties, terms, obligations, risk flags
`parserail_chargeback`	Dispute details → representment packet
`parserail_enrich`	Domain or email → company profile
`parserail_account`	Credit balance

Documents can be passed as fileUrl, raw text, or fileBase64 + fileMimeType.

Pricing

You pay with pay-per-call credits. You do not need a subscription. ParseRail charges you only when a call succeeds. See parserail.thecompound.tech/docs.

MIT, Compound Labs

Install

Configuration

Environment variables

PARSERAIL_API_KEYrequiredsecret

Your ParseRail API key (ksk_live_…), from parserail.thecompound.tech/dashboard. Calls spend prepaid credits. There is no free tier.

Add to VS Code Add to Cursor

claude_desktop_config.json