read_document

Item: read_document
Rating: 100
Author: Vouch

shallow

Read a public PDF as Markdown for AI agents Direct public HTTP POST to https://pdf.replynodes.com/ requires no account, API key, or cookie. POST converts one public PDF URL to Markdown. GET and HEAD on the root are documentation-only; allowed methods are GET, HEAD, POST. This PDF to Markdown response is designed for read PDF, PDF for AI agents, extract PDF text, and PDF context workflows. The MCP read_document / tools/call at https://mcp.replynodes.com/mcp requires the existing MCP authorization boundary; MCP is not anonymous. Limits: 10 MiB source/download, 50 pages, 60 seconds, 20 conversions/IP/hour, 2 active conversions/IP, and a maximum encoded JSON response of 1 MiB including the trailing newline. MCP discovery identifies the sole read_document tool at https://mcp.replynodes.com/mcp. HTTP: POST https://pdf.replynodes.com/

100.0/100

1 trials · measured 2 days ago

read_document scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.replynodes/mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

Component	Weight	Value
Reliability	35%	not applicable
Schema integrity	25%	100.0
Failure behaviour	15%	not applicable
Latency	15%	not applicable
Concurrency	10%	not applicable

Tool details

Transport: remote
Credential class: gated
Input schema: not declared
Output schema: not declared
Side-effect classification: unclassified

Score history

Day	Score	Tier	Methodology
2026-10-06	100.0	shallow	v0.2.0

Probe evidence

Probe	Outcomes
schema_integrity	pass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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