information-retrieval

Extract all metadata from a URL: Open Graph, Twitter cards, JSON-LD, favicon, canonical URL, RSS feeds, robots directives.

Classify text into categories. Optionally provide custom categories. Returns primary category, confidence scores, topic keywords, and summary.

Generate markdown API documentation from an OpenAPI spec or natural language description. Returns documentation with parameters, examples, error codes.

Check domain and handle availability for a startup name. Checks .com/.io/.ai/.co/.dev domains, Twitter, GitHub, npm, PyPI.

Validate Open Graph and Twitter Card images for a URL. Checks dimensions, file size, format, alt text.

Get keyword suggestions from Google Autocomplete. Returns suggestions, questions, comparisons, long-tail keywords.

Check if a URL is alive. Returns status code, response time, redirect chain, SSL validity, content type, server header.

Add Python docstrings to functions and classes. Supports Google, NumPy, and Sphinx styles.

Look up a Legal Entity Identifier (LEI) via the GLEIF database. Accepts a 20-character LEI or company name. Returns entity name, jurisdiction, addresses, registration status.

Generate SQL queries from natural language descriptions. Provide table schema for best results. Supports PostgreSQL, MySQL, SQLite, MSSQL.

Look up UK charities via the Charity Commission API. Search by registration number or name. Returns status, income, activities.

Extract all links from a page with context. Filter by internal/external. Returns URL, anchor text, rel attributes.

Generate pull request descriptions from diffs or commit logs. Returns title, summary, changes list, testing steps.

Fetch npm package metadata: version, dependencies, downloads, repository, license. Includes weekly download count.

Search Google for brand mentions. Returns URLs, titles, snippets, sentiment, and source type. Every result is a clickable, verifiable URL.

Perform a comprehensive DNS lookup for a domain. Returns A, AAAA, MX, NS, TXT, CNAME records plus SPF and DMARC detection.

Get current weather and 7-day forecast for any location. Uses Open-Meteo API. Search by city name or coordinates.

Check backlinks for a domain via CommonCrawl and Google search. Returns linking domains, anchor text, dofollow/nofollow counts.

Fetch Python package metadata from PyPI: version, dependencies, Python compatibility, release history, license.

Extract key terms from a contract/legal document. Returns parties, dates, obligations, payment terms, liability caps, termination clauses. Not legal advice.

Look up any country by name, ISO code (alpha-2/3/numeric). Returns region, capital, currency, EU/Schengen/Eurozone membership.

Look up UK food hygiene ratings via the FSA API. Search by business name and optional location. Returns ratings, scores, addresses.

Rank and select document chunks by relevance to fit within a token budget. Returns selected/excluded chunks with scores.

Perform a Google search and return structured results. Returns title, URL, snippet, position for each result.