Docparser MCP by usefulapi

io.usefulapi/docparser

Run Docparser parsers: import documents by URL or upload, check status, read parsed results.

Yes, your AI can use this right now.Answered a live MCP handshake in 153 ms with no sign-in needed and exposes 9 tools.

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Settings → Connectors → Add custom connector
URL: https://docparser.usefulapi.io/mcp

9 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
docparser_pingread-only

Check that the connected Docparser API key works. Returns {msg: "pong"} when it does. GET /v1/ping.

docparser_list_parsersread-only

List all Document Parsers on the account (id and label). Start here: the parser id is needed by every other tool. GET /v1/parsers.

docparser_list_parser_modelsread-only

List the model layouts of one parser (id and label). GET /v1/parser/models/{parser_id}.

docparser_get_document_statusread-only

Processing status of one document: importing/processing flags, page count, timestamps (uploaded, imported, processed), webhook dispatch and failed jobs. Poll this after a fetch/upload: the document is done when importing_in_progress and processing_in_progress are false, processed_at is set and failed_jobs is empty (a non-empty failed_jobs means it failed); then read the results. GET /v2/document/s

docparser_get_document_resultsread-only

The parsed data of one document (the fields and tables the parser extracted, plus file name, page count and upload/processing times). Docparser allows 60 of these calls per minute. GET /v1/results/{parser_id}/{document_id}.

docparser_list_document_resultsread-only

Parsed data of several documents of one parser: the last uploaded ones (default), or those uploaded/processed after a date. Returns up to 100 documents per call; page with offset (next_offset is null on the last page). Docparser allows 30 of these calls per minute. GET /v1/results/{parser_id}.

docparser_fetch_document_from_url

WRITE: ask Docparser to download a document from a publicly reachable URL and parse it with the given parser. Uses page credits of the account's plan (documents queue when credits run out). Docparser may buy extra credits by itself only if the account owner turned on automatic credit replenishment, or the account is on an annual plan that renews early when credits run out - check the Docparser bil

docparser_upload_document

WRITE: upload one small file as base64 content to a parser and parse it. Uses page credits of the account's plan. Docparser may buy extra credits by itself only if the account owner turned on automatic credit replenishment, or the account is on an annual plan that renews early when credits run out - check the Docparser billing settings first. This server never buys credits or changes the plan. Pre

docparser_reparse_documentscan modify

WRITE: run the parser again over already imported documents (for example after changing parsing rules). Replaces their parsed data. Re-parsing documents already in the account does not use additional credits. 1-50 document ids per call. POST /v1/document/reparse/{parser_id}.

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