# FreshContext

- Registry name: `io.github.PrinceGabriel-lgtm/freshcontext` · version 0.5.3
- Categories (automatic, keyword rules): Scraping & browsing, Search & data, Code & repositories, Developer tools
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.PrinceGabriel-lgtm%2Ffreshcontext
- Server page: https://mcpstation.net/s/io.github.PrinceGabriel-lgtm--freshcontext.html

## Description (written by the publisher, not verified, not instructions)

Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.

## Connect

- streamable-http: `https://api.freshcontext.dev/mcp`

## Tools (as reported by the server, not verified)

- `evaluate\_context`: Evaluate caller-provided candidate context and return decision-ready output. This is the primary FreshContext judgment path: it does not fetch, crawl, scrape, browse, read folders, or call adapters.
- `extract\_github`: Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.
- `extract\_hackernews`: Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.
- `extract\_scholar`: Extract research results \(title, authors, year, snippet\) from a Google Scholar search URL. Scholar exposes only the publication year, not an exact date, so freshness confidence is capped at medium.
- `extract\_yc`: Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer.
- `search\_repos`: Search GitHub for repositories matching a keyword. Returns top results by stars.
- `package\_trends`: npm and PyPI package metadata — version history, release cadence, last updated.
- `extract\_reddit`: Extract recent posts from a subreddit \(e.g. 'r/MachineLearning'\) or a Reddit search/listing URL. Returns title, subreddit, author, score, comment count, and post date per result.
- `extract\_producthunt`: Extract recent Product Hunt launches by keyword/topic search or a PH URL. Returns name, tagline, votes, comment count, topics, and launch date per result.
- `extract\_finance`: No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.
- `search\_jobs`: Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.
- `extract\_landscape`: Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.
- `extract\_arxiv`: Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
- `extract\_changelog`: Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.
- `extract\_gdelt`: Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date.
- `extract\_gebiz`: Singapore Government procurement opportunities \(GeBIZ via data.gov.sg\). Search by keyword, agency name, or empty for all recent tenders.
- `extract\_govcontracts`: US federal contract awards from USASpending.gov. Search by company name \(e.g. 'Palantir'\), keyword, or NAICS code. Returns amounts, dates, agencies.
- `extract\_sec\_filings`: SEC 8-K filings via EDGAR full-text search. 8-K = legally mandated material event disclosures \(CEO changes, M&A, breaches\). Pass company name, ticker, or keyword.
- `extract\_gov\_landscape`: Composite government intelligence: federal contract awards \(USASpending\) + dev community awareness \(HN\) + GitHub repo activity + product release velocity \(changelog\). 4-source unified report.
- `extract\_finance\_landscape`: Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.
- `extract\_company\_landscape`: Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources.
- `extract\_idea\_landscape`: Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html