Connection check
verified live · 26h ago
freshcontext
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.
Tools
22
GitHub stars
11
Installs / wk
155
Licence
MIT
Transport
streamable-http, stdio
Last checked
26h ago
Tools & capabilities
22 toolsRead from the running server on 26h ago.
evaluate_context
read-only
nowintent*profile*signals*
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,… 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_arxiv
read-only
url*
Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts. Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
extract_changelog
read-only
url*
Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries. Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.
extract_company_landscape
read-only
tickercompany*github_url
Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources. 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_finance
read-only
url*
No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps. No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.
extract_finance_landscape
read-only
tickers*company_namegithub_query
Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report. Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.
extract_gdelt
read-only
url*
Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date. 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
read-only
url*
Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders. Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.
extract_github
read-only
url*
Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext. Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.
extract_govcontracts
read-only
url*
US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies. US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.
extract_gov_landscape
read-only
query*github_url
Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unif… Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report.
extract_hackernews
read-only
url*
Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query. Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.
extract_idea_landscape
read-only
idea*
Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources. Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.
extract_landscape
read-only
topic*
Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness. Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.
extract_producthunt
read-only
url*
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 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_reddit
read-only
url*
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 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_scholar
read-only
url*
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… 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_sec_filings
read-only
url*
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. 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_yc
read-only
url*
Scrape YC company listings from a ycombinator.com/companies search URL. Returns name, batch, status, tags, and description per company. Freshness is unknown — YC listings carry no… Scrape YC company listings from a ycombinator.com/companies search URL. Returns name, batch, status, tags, and description per company. Freshness is unknown — YC listings carry no reliable per-company update date.
package_trends
read-only
packages*
npm and PyPI package metadata — version history, release cadence, last updated. npm and PyPI package metadata — version history, release cadence, last updated.
search_jobs
read-only
query*max_length
Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring. Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.
search_repos
read-only
query*