FreshContext
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
| Endpoint | https://api.freshcontext.dev/mcp (streamable-http) |
|---|---|
| Registry version | 0.5.3 |
| Now | 22 tools · grade C (65) · pin ts_35c494e176c047517dddbfb60df63d8c · protocol 2025-06-18 |
| First / last listed | 2026-11-12 02:01 UTC / 2026-11-12 02:01 UTC |
| Grade over time | 2026-11-12: C (65), 22 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: evaluate_context extract_github extract_hackernews extract_scholar extract_yc search_repos package_trends extract_reddit extract_producthunt extract_finance search_jobs extract_landscape extract_arxiv extract_changelog extract_gdelt extract_gebiz extract_govcontracts extract_sec_filings extract_gov_landscape extract_finance_landscape extract_company_landscape extract_idea_landscape
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. params: profile*, intent*, signals*, now |
extract_github | Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext. params: url* |
extract_hackernews | Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query. params: url* |
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. params: url* |
extract_yc | Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer. params: url* |
search_repos | Search GitHub for repositories matching a keyword. Returns top results by stars. params: query* |
package_trends | npm and PyPI package metadata — version history, release cadence, last updated. params: packages* |
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. params: url* |
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. params: url* |
extract_finance | No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps. params: url* |
search_jobs | Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring. params: query*, max_length |
extract_landscape | Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness. params: topic* |
extract_arxiv | Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts. params: url* |
extract_changelog | Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries. params: url* |
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. params: url* |
extract_gebiz | Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders. params: url* |
extract_govcontracts | US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies. params: url* |
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. params: url* |
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. params: query*, github_url |
extract_finance_landscape | Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report. params: tickers*, company_name, github_query |
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. params: company*, ticker, github_url |
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. params: idea* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.