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Nordic Financial MCP

by io.github.AIDataNordic
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parse_pdf_to_text

Read-only

Download a PDF from a URL and extract all text content, page by page.

Use this to read the full text of a specific document — for example, an annual report PDF linked from a search_filings result. Best combined with search_filings: use search_filings to locate the document, then parse_pdf_to_text for the full text. Do not use for PDFs that are already well-represented in the database — search_filings is faster and returns pre-ranked, relevant excerpts. Not suitable for scanned (image-only) PDFs without embedded text; those pages will be returned as "(no extractable text)".

Args: pdf_url: Direct HTTPS URL to the PDF file, e.g. https://example.com/report.pdf. Must be publicly accessible; authentication-protected URLs will fail.

Returns: All text from the PDF with "--- Page N ---" separators between pages. Returns an error string if the download fails, the URL does not point to a valid PDF, or the document exceeds the 60-second download timeout.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pdf_urlYesDirect HTTPS URL to the PDF file

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / pdf_url / description
      Added value: +"Direct HTTPS URL to the PDF file"
  2. Changed1 schema field changed
    • addedOutput schema / description
      Added value: +"Generic wrapper for non-object return types."
  3. Added

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations indicate readOnlyHint and openWorldHint. Description adds key behaviors: page separators, error handling for failed downloads or invalid URLs, timeouts, and behavior for scanned PDFs. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured: opens with main purpose, then usage guidance, constraints, parameter details, and return format. Every sentence adds value, no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's moderate complexity, single parameter, presence of annotations and output schema, the description covers all necessary context: return format, error conditions, and limitations. Fully adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter (pdf_url) with schema coverage 100%. Description adds important context: must be publicly accessible, authentication-protected URLs fail, and includes an example. This goes beyond the schema's minimal description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool downloads a PDF from a URL and extracts text page by page. It distinguishes itself from sibling tools like search_filings, which returns excerpts, making the purpose specific and actionable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use (full text of specific document), when not to use (already well-represented in database, scanned PDFs), and alternatives (search_filings for excerpts). Also specifies constraints like public URLs and timeout.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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