bots.st/freshcontext
FreshContext
Evaluate context freshness and decision readiness
2085 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 22
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://api.freshcontext.dev/mcp - npm
npx -y freshcontext-mcpReleased 27 Sep 2026, version 0.5.3
What it can do
| Tool | What it says it does |
|---|---|
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_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_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_finance | No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps. |
extract_finance_landscape | Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report. |
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_github | Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext. |
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_govcontracts | US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies. |
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_idea_landscape | Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources. |
extract_landscape | Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness. |
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_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_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_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_yc | Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer. |
package_trends | npm and PyPI package metadata — version history, release cadence, last updated. |
search_jobs | Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring. |
search_repos | Search GitHub for repositories matching a keyword. Returns top results by stars. |
In its maker's words
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
- Website
- freshcontext.dev
- Source
- github.com/PrinceGabriel-lgtm/freshcontext-mcp
- Publisher
- PrinceGabriel-lgtm
- Listed from
- the official MCP Registry as
io.github.PrinceGabriel-lgtm/freshcontext - Version
- 0.5.3, updated 27 Sep 2026
- Kinds of work
- AI models and agent tools, Search and research, Data and databases
The domain it lives on
- freshcontext.dev
- registered 11 Sep 2026 (2 months ago), at Cloudflare, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2085 ms | |
| Answered | 2148 ms | |
| Answered | 623 ms |
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