ParseRail
Documents to schema-valid JSON plus 38 more finished-job AI tools, on one credit wallet.
Runs on your machine from its package; the steps are below.
What it does
- Reads
- Writes
- High impact
At most: creates or changes data: records, files, settings.
What it costs
FreeOdel charges nothing per call. The publisher may charge for its own service.
Runs locally over stdio
This server isn't hosted — your MCP client launches it from a package registry. Use one of the commands below, or drop the config into your client (e.g. Claude Desktop).
Run
npx -y parserail-mcp
MCP client config
{
"mcpServers": {
"parserail": {
"command": "npx",
"args": [
"-y",
"parserail-mcp"
]
}
}
}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:
claude mcp add parserail -e PARSERAIL_API_KEY=ksk_live_… -- npx -y parserail-mcp
Claude Desktop / Cursor (mcpServers config):
{
"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
