freshcontext-mcp
1 of 22 tools can change data, send it out or run code. That's normal for a useful server, and it's where an approval step helps.
22 tools · 1 flagged
- Runs code or commands1
- Moves money0
- Touches credentials0
- Deletes0
- Sends data out12
- Exports data18
- Writes or changes0
evaluate_context45 · MediumRuns code or commands
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.
- Name contains “evaluate” → runs code or commands
extract_arxiv23 · LowSends data out · Exports data
Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_changelog23 · LowSends data out · Exports data
Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_finance23 · LowSends data out · Exports data
No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_gdelt23 · LowSends data out · Exports data
Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_gebiz23 · LowSends data out · Exports data
Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_github23 · LowSends data out · Exports data
Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_govcontracts23 · LowSends data out · Exports data
US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_hackernews23 · LowSends data out · Exports data
Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_producthunt23 · LowSends data out · Exports data
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.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_reddit23 · LowSends data out · Exports data
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.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_scholar23 · LowSends data out · Exports data
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.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_sec_filings23 · LowSends data out · Exports data
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.
- Name contains “extract” → exports data
- Input field “url” → sends data out
- Server annotation openWorldHint → sends data out
extract_company_landscape13 · LowExports data
Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources.
- Name contains “extract” → exports data
extract_finance_landscape13 · LowExports data
Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.
- Name contains “extract” → exports data
extract_gov_landscape13 · LowExports data
Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report.
- Name contains “extract” → exports data
extract_idea_landscape13 · LowExports data
Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.
- Name contains “extract” → exports data
extract_landscape13 · LowExports data
Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.
- Name contains “extract” → exports data
extract_yc13 · LowExports data
Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer.
- Name contains “extract” → exports data
package_trends0 · Lownpm and PyPI package metadata — version history, release cadence, last updated.
search_jobs0 · LowSearch for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.
search_repos0 · LowSearch GitHub for repositories matching a keyword. Returns top results by stars.
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