Connect-MCP

FreshContext

io.github.PrinceGabriel-lgtm/freshcontext · v0.5.3

Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.

MCPremotelocal · npmno credentialsDeveloper toolsE-commerce

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 22 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 22 tools · 22 read, 0 write · Developer tools, E-commerce

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://api.freshcontext.dev/mcp
Package
registry:   npm
identifier: freshcontext-mcp
version:    0.5.3
transport:  stdio

Tools

22 tools listed at last check
  • 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.
  • extract_github Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.
  • extract_hackernews Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.
  • 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.
  • extract_yc Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer.
  • search_repos Search GitHub for repositories matching a keyword. Returns top results by stars.
  • package_trends npm and PyPI package metadata — version history, release cadence, last updated.
  • 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.
  • 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.
  • extract_finance No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.
  • search_jobs Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.
  • extract_landscape Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.
  • extract_arxiv Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
  • extract_changelog Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.
  • 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.
  • extract_gebiz Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.
  • extract_govcontracts US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.
  • 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.
  • 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.
  • extract_finance_landscape Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.
  • 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.
  • 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.

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