Official MCP RegistryListed
FreshContext
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
First seen 2 Oct 2026. Evidence as of 10 Oct 2026.
22
Tools
From an anonymous probe
1
Source listings
Each with its own history
0
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| 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. | Read-only |
| extract_arxiv | Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts. | Read-only |
| extract_changelog | Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries. | Read-only |
| 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. | Read-only |
| extract_finance | No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps. | Read-only |
| extract_finance_landscape | Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report. | Read-only |
| 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. | Read-only |
| extract_gebiz | Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders. | Read-only |
| extract_github | Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext. | Read-only |
| 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. | Read-only |
| extract_govcontracts | US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies. | Read-only |
| extract_hackernews | Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query. | Read-only |
| 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. | Read-only |
| extract_landscape | Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness. | Read-only |
| 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. | Read-only |
| 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. | Read-only |
| 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. | Read-only |
| 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. | Read-only |
| extract_yc | Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer. | Read-only |
| package_trends | npm and PyPI package metadata — version history, release cadence, last updated. | Read-only |
| search_jobs | Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring. | Read-only |
| search_repos | Search GitHub for repositories matching a keyword. Returns top results by stars. | Read-only |
Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.PrinceGabriel-lgtm/freshcontext | 2 Oct 2026 | 10 Oct 2026 | 1 |