freshcontext

Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

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What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

    How to connect

    How to connect freshcontext to Claude

    The server address to paste into Claude settings:

    https://freshcontext-mcp.gimmanuel73.workers.dev/mcp

    1. Open Claude (claude.ai or the desktop app).
    2. Go to Settings → Connectors.
    3. Click Add custom connector.
    4. Paste the server address copied below into Remote MCP server URL and click Add.
    5. In a chat, click + → Connectors and switch the new connector on.

    Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

    Authorization

    After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

    How to connect freshcontext to ChatGPT

    The server address to paste into ChatGPT settings:

    https://freshcontext-mcp.gimmanuel73.workers.dev/mcp

    1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
    2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
    3. Open Settings → Connectors and click Create.
    4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
    5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
    6. In a new chat open + → Apps/Connectors and enable the connector.

    OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

    Authorization

    On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

    How to connect freshcontext to Cursor

    The server address to paste into Cursor settings:

    https://freshcontext-mcp.gimmanuel73.workers.dev/mcp

    Fastest: click Open in Cursor below and confirm the prompt.

    Manually:

    1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
    2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
    3. Save the file. The server appears in the MCP list; authorize it there if asked.

    Authorization

    If the service needs sign-in, an authorize button appears next to the server in the MCP list.

    Server tool list (22)

    Raw names from tools/list. Only developers need these.

    evaluate_contextEvaluate 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_githubExtract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.
    extract_hackernewsExtract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.
    extract_scholarExtract 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_ycScrape 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.
    search_reposSearch GitHub for repositories matching a keyword. Returns top results by stars.
    package_trendsnpm and PyPI package metadata — version history, release cadence, last updated.
    extract_redditExtract 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_producthuntExtract 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_financeNo-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.
    search_jobsSearch for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.
    extract_landscapeComposite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.
    extract_arxivSearch arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
    extract_changelogUpdate history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.
    extract_gdeltGlobal news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date.
    extract_gebizSingapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.
    extract_govcontractsUS federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.
    extract_sec_filingsSEC 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_landscapeComposite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report.
    extract_finance_landscapeComposite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.
    extract_company_landscapeMost 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_landscapeIdea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.