# parserail-mcp MCP server for ParseRail, gives Claude, Cursor, and any MCP client native tools to parse documents, extract fields, redact PII, analyze contracts, fight chargebacks, and enrich companies. - **Type:** MCP server - **Trust:** 60/100 (B), scored on the package rubric - **Verification:** community-indexed — nobody has claimed this listing - **Version:** 0.5.8 - **Author:** Compound Labs - **License:** MIT - **npm:** parserail-mcp - **Source:** https://github.com/kyisaiah47/parserail-mcp - **Compatible clients:** claude-code, cursor, copilot, gemini (basis: transport) ## Trust 60/100 (B), scored on the package rubric - Publisher verified: no - Install scripts: nothing suspicious found - Prompt-injection scan: not run - Obfuscation scan: not run - Evidence age: 16 days ## Security scan - **Status:** clean - **Scanned:** 2026-09-19T20:35:36.142Z - **Version scanned:** 0.5.5 - **CVEs:** none found by OSV at scan time ## Tools 40 declared. Statically extracted from the shipped source — a floor on the surface, not a census. - `parserail_parse` — Any invoice, receipt, EOB, ERA, or COI, PDF or image, into structured, validated JSON. Costs credits from the account wallet. - `parserail_extract` — Pull a field set you define out of any block of text. You name the fields; you get typed values with confidence. Costs credits from the account wallet. - `parserail_classify` — Route or tag text against your own taxonomy, a label, a confidence, and a one-line rationale. Costs credits from the account wallet. - `parserail_summarize` — A meeting transcript, thread, or report → a tight summary, key points, and extracted action items. Costs credits from the account wallet. - `parserail_redact` — Detect and strip names, emails, phones, SSNs, cards, and PHI from text before you store or log it. Costs credits from the account wallet. - `parserail_sentiment` — Turn a review or support message into a sentiment score, per-aspect breakdown, and the themes driving it. Costs credits from the account wallet. - `parserail_contract` — A contract → parties, effective date, term, renewal, governing law, obligations, and flagged risk clauses. Costs credits from the account wallet. - `parserail_chargeback` — Dispute details → a representment narrative, an evidence checklist, the right reason code, and a win-likelihood. Costs credits from the account wallet. - `parserail_enrich` — A domain or work email → a structured company profile: name, description, industry, HQ, size, and links. Costs credits from the account wallet. - `parserail_invoice` — An invoice, PDF, photo, or text, into vendor, dates, PO refs, tax, totals, and clean line items. Costs credits from the account wallet. - `parserail_receipt` — A receipt into merchant, items, totals, payment method, and an expense category, built for expense flows. Costs credits from the account wallet. - `parserail_statement` — A bank or card statement into the account, the period, balances, and every transaction as a normalized row. Costs credits from the account wallet. - `parserail_resume` — A resume or CV into a structured candidate profile: contact, skills, experience, education, and links. Costs credits from the account wallet. - `parserail_tables` — Every table in a document, even scanned, as clean headers and rows, ready for your spreadsheet or DB. Costs credits from the account wallet. - `parserail_split` — A multi-document scan bundle classified and split: what each document is, where it starts and ends, and a summary. Costs credits from the account wallet. - `parserail_compare` — Two versions of a contract or document → every material change, what it means, and the risk it carries. Costs credits from the account wallet. - `parserail_structure` — Any messy input, text, HTML, an email, plus YOUR JSON schema → output shaped to it, validated against your required fields and property types, with an automatic - `parserail_normalize` — A batch of messy records → clean canonical rows, with a change log of every fix (casing, formats, dedup-ready values). Costs credits from the account wallet. - `parserail_match` — Two record sets → which rows are the same real-world thing, with confidence and reasoning. Fuzzy names, typos, aliases handled. Costs credits from the account w - `parserail_categorize` — Up to a hundred items against your taxonomy in one call, products, transactions, tickets, each with a confidence. Costs credits from the account wallet. - `parserail_dunning` — An overdue invoice → a ready-to-send collection sequence, escalating at the right pace and tone for how late it is. Costs credits from the account wallet. - `parserail_po_match` — Invoice vs purchase order vs receipt → matched, partial, or mismatched, with every discrepancy flagged and sized. Costs credits from the account wallet. - `parserail_quote` — A job description plus your rates → an itemized, professional quote with assumptions and scope notes spelled out. Costs credits from the account wallet. - `parserail_fraud_flag` — An order or transaction in context → a risk score, the signals driving it, and the checks worth running before you ship. Costs credits from the account wallet. - `parserail_reply` — A customer thread plus your context → a ready-to-send reply in the right tone, with an internal note for the agent. Costs credits from the account wallet. - `parserail_triage` — A support ticket → priority, category, the team it belongs to, sentiment, SLA risk, and a suggested first response. Costs credits from the account wallet. - `parserail_minutes` — A meeting transcript → clean minutes: summary, decisions made, action items with owners, and open questions. Costs credits from the account wallet. - `parserail_outreach` — An enriched lead plus what you sell → a personalized outreach sequence that references what actually makes them a fit. Costs credits from the account wallet. - `parserail_review_reply` — A customer review → a brand-safe public response, the issues to log, and whether it needs human escalation. Costs credits from the account wallet. - `parserail_moderate` — Text or an image against YOUR policy → allow, review, or block, with the categories and excerpts that drove the call. Costs credits from the account wallet. - `parserail_rewrite` — Any copy → your brand voice. Describe the voice or paste a sample; get the rewrite and what changed. Costs credits from the account wallet. - `parserail_product_copy` — Specs and an audience → listing-ready titles, bullets, a description, and SEO keywords, per channel. Costs credits from the account wallet. - `parserail_describe` — An image → accessible alt text, a caption, tags, and any text found inside it. Accessibility and catalogs in one call. Costs credits from the account wallet. - `parserail_research` — A company or topic → a multi-source, citation-backed brief: what it is, what changed lately, and what matters. Real web work. Costs credits from the account wal - `parserail_screen` — A lead plus your ICP criteria → a web-grounded qualification verdict with the evidence for and against. Costs credits from the account wallet. - `parserail_transcribe` — An audio recording → accurate text with speakers and paragraph timestamps. Meetings, calls, voice notes. Costs credits from the account wallet. - `parserail_memory` — Store, search, and forget memories for your agents, semantic recall on your own namespace, no vector DB to run. Costs credits from the account wallet. - `parserail_image` — A prompt → a production-ready image. Marketing visuals, product scenes, and consistent brand imagery. Costs credits from the account wallet. - `parserail_speak` — Text → natural speech audio, ready to embed. Voice notes, IVR lines, narration. Costs credits from the account wallet. - `parserail_account` — Get the authenticated account's credit balance. ## Install **Verdict: review** — Installable, but 1 thing to check first: No publisher has proved control of this listing; it is indexed, not vouched for. **Cautions** (coverage gaps and advisories — never blocking) - No publisher has proved control of this listing; it is indexed, not vouched for. **Config** (claude-code): ```json "{\n \"mcpServers\": {\n \"parserail\": {\n \"command\": \"npx\",\n \"args\": [\n \"-y\",\n \"parserail-mcp\"\n ],\n \"env\": {\n \"PARSERAIL_API_KEY\": \"\"\n }\n }\n }\n}" ``` **Credentials it will ask for** (names only — Forge never holds a value): - `PARSERAIL_API_KEY` — Parserail API Key (required) Placeholders only. Forge never holds, brokers, or transmits a credential value — replace each in your own config file. Do not send a value back to Forge; no Forge endpoint accepts one. - This entry needs 1 credential (1 required). The generated config carries placeholders, so it will fail in the editor rather than at runtime if they are left unset. ## Blast radius Moderate blast radius — holds an api key; runs on your machine. - Floor 23, ceiling 23 (tier: moderate) - This is impact, not likelihood. A high radius is not a defect: a filesystem server is supposed to write files. It is never part of the trust score. ## Machine-readable views of this entry - Signed JSON: https://forgeregistry.com/api/v1/packages/parserail-mcp - Install plan: https://forgeregistry.com/api/v1/packages/parserail-mcp/install-plan - Alternatives: https://forgeregistry.com/api/v1/alternatives/parserail-mcp - HTML page: https://forgeregistry.com/registry/parserail-mcp - MCP: POST https://forgeregistry.com/api/mcp → `forge_get_package` / `forge_install_plan` ## About this document Generated by Forge (https://forgeregistry.com) — a compact rendering of the same record served, signed, at the JSON URL above. Trust and scan facts are the registry's own measurements; anything Forge did not measure is named as unmeasured rather than omitted.