Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
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Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.
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.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.
No input schema was published for this tool.
extract_githubExtract real-time data from a GitHub repository — README, stars, forks, language, topics, last commit. Returns timestamped freshcontext.Extract real-time data from a GitHub repository — README, stars, forks, language, topics, last commit. Returns timestamped freshcontext.
No input schema was published for this tool.
extract_scholarExtract research results from a Google Scholar search URL. Returns titles, authors, publication years, and snippets — all timestamped.Extract research results from a Google Scholar search URL. Returns titles, authors, publication years, and snippets — all timestamped.
No input schema was published for this tool.
extract_hackernewsExtract top stories or search results from Hacker News. Accepts an HN/Algolia URL or a plain search query while preserving the url field for compatibility.Extract top stories or search results from Hacker News. Accepts an HN/Algolia URL or a plain search query while preserving the url field for compatibility.
No input schema was published for this tool.
extract_ycScrape YC company listings. Use https://www.ycombinator.com/companies?query=KEYWORD to find startups in a space. Returns name, batch, tags, description per company. Freshness is unknown — YC listings carry no reliable per-company update date.Scrape YC company listings. Use https://www.ycombinator.com/companies?query=KEYWORD to find startups in a space. Returns name, batch, tags, description per company. Freshness is unknown — YC listings carry no reliable per-company update date.
No input schema was published for this tool.
search_reposSearch GitHub for repositories matching a keyword or topic. Returns top results by stars with activity signals. Use to find competitors, similar tools, or related projects.Search GitHub for repositories matching a keyword or topic. Returns top results by stars with activity signals. Use to find competitors, similar tools, or related projects.
No input schema was published for this tool.
package_trendsLook up npm and PyPI package metadata — version history, release cadence, last updated. Use to gauge ecosystem activity around a tool or dependency. Supports comma-separated list of packages.Look up npm and PyPI package metadata — version history, release cadence, last updated. Use to gauge ecosystem activity around a tool or dependency. Supports comma-separated list of packages.
No input schema was published for this tool.
extract_arxivSearch arXiv for research papers via the official API. Pass a topic, keyword, or full arXiv API URL. Returns titles, authors, publication dates, primary category, and abstracts — all timestamped.Search arXiv for research papers via the official API. Pass a topic, keyword, or full arXiv API URL. Returns titles, authors, publication dates, primary category, and abstracts — all timestamped.
No input schema was published for this tool.
extract_financeNo-key stock quote data via Stooq — close, open, high, low, volume, quote timestamp, and source. Accepts up to 5 comma-separated tickers. Returns timestamped freshcontext only for successful observations.No-key stock quote data via Stooq — close, open, high, low, volume, quote timestamp, and source. Accepts up to 5 comma-separated tickers. Returns timestamped freshcontext only for successful observations.
No input schema was published for this tool.
extract_redditExtract posts and community sentiment from Reddit via the public JSON API. Accepts a subreddit URL (https://www.reddit.com/r/MachineLearning/.json), a search URL, or a subreddit shorthand ('r/MachineLearning'). Returns titles, authors, scores, comment counts, and per-post timestamps.Extract posts and community sentiment from Reddit via the public JSON API. Accepts a subreddit URL (https://www.reddit.com/r/MachineLearning/.json), a search URL, or a subreddit shorthand ('r/MachineLearning'). Returns titles, authors, scores, comment counts, and per-post timestamps.
No input schema was published for this tool.
extract_producthuntRecent Product Hunt launches by keyword or topic. Uses the Product Hunt GraphQL API (with HTML scrape fallback). Returns names, taglines, vote counts, comment counts, topics, and launch dates — all timestamped.Recent Product Hunt launches by keyword or topic. Uses the Product Hunt GraphQL API (with HTML scrape fallback). Returns names, taglines, vote counts, comment counts, topics, and launch dates — all timestamped.
No input schema was published for this tool.
extract_landscapeComposite intelligence tool. Given a project idea or keyword, simultaneously queries YC startups, GitHub repos, HN, Reddit, Product Hunt, and package registries to answer: Who is building this? Is it funded? What's getting traction? Returns a unified 6-source timestamped landscape report.Composite intelligence tool. Given a project idea or keyword, simultaneously queries YC startups, GitHub repos, HN, Reddit, Product Hunt, and package registries to answer: Who is building this? Is it funded? What's getting traction? Returns a unified 6-source timestamped landscape report.
No input schema was published for this tool.
search_jobsSearch for real-time job listings with freshness badges on every result — so you never apply to a role that closed months ago. Sources: Remotive + RemoteOK + The Muse + HN 'Who is Hiring'. Supports location filtering, remote-only mode, keyword spotting (e.g. FIFO), and max age filtering. Returns ti…Search for real-time job listings with freshness badges on every result — so you never apply to a role that closed months ago. Sources: Remotive + RemoteOK + The Muse + HN 'Who is Hiring'. Supports location filtering, remote-only mode, keyword spotting (e.g. FIFO), and max age filtering. Returns ti…
No input schema was published for this tool.
extract_changelogExtract update history from any product, repo, or package. Accepts a GitHub URL (uses Releases API), an npm package name, or any website URL (auto-discovers /changelog, /releases, /CHANGELOG.md). Returns version numbers, release dates, and entry content — all timestamped. Use this to check if a too…Extract update history from any product, repo, or package. Accepts a GitHub URL (uses Releases API), an npm package name, or any website URL (auto-discovers /changelog, /releases, /CHANGELOG.md). Returns version numbers, release dates, and entry content — all timestamped. Use this to check if a too…
No input schema was published for this tool.
extract_govcontractsFetch US federal government contract awards from USASpending.gov. No API key required. Search by company name (e.g. 'Palantir'), keyword (e.g. 'AI infrastructure'), or NAICS code (e.g. '541511'). Returns award amounts, dates, awarding agency, NAICS code, and contract descriptions — all timestamped.…Fetch US federal government contract awards from USASpending.gov. No API key required. Search by company name (e.g. 'Palantir'), keyword (e.g. 'AI infrastructure'), or NAICS code (e.g. '541511'). Returns award amounts, dates, awarding agency, NAICS code, and contract descriptions — all timestamped.…
No input schema was published for this tool.
extract_gov_landscapeComposite government intelligence tool. Given a company name, keyword, or NAICS code, simultaneously queries: (1) USASpending.gov for federal contract awards, (2) GitHub for the company's repo activity, (3) Hacker News for developer community awareness, and (4) their product changelog for release v…Composite government intelligence tool. Given a company name, keyword, or NAICS code, simultaneously queries: (1) USASpending.gov for federal contract awards, (2) GitHub for the company's repo activity, (3) Hacker News for developer community awareness, and (4) their product changelog for release v…
No input schema was published for this tool.
extract_finance_landscapeComposite financial intelligence tool for developers. Given one or more ticker symbols, simultaneously queries: (1) Stooq for no-key quote data, (2) Hacker News for developer community sentiment, (3) Reddit for investor and tech community discussion, (4) GitHub for repo ecosystem activity around th…Composite financial intelligence tool for developers. Given one or more ticker symbols, simultaneously queries: (1) Stooq for no-key quote data, (2) Hacker News for developer community sentiment, (3) Reddit for investor and tech community discussion, (4) GitHub for repo ecosystem activity around th…
No input schema was published for this tool.
extract_sec_filingsFetch SEC 8-K filings for any public company from the SEC EDGAR full-text search API. 8-K filings are legally mandated disclosures of material corporate events — CEO changes, acquisitions, data breaches, major contracts, regulatory actions — filed within 4 business days. Free, no auth, real-time. P…Fetch SEC 8-K filings for any public company from the SEC EDGAR full-text search API. 8-K filings are legally mandated disclosures of material corporate events — CEO changes, acquisitions, data breaches, major contracts, regulatory actions — filed within 4 business days. Free, no auth, real-time. P…
No input schema was published for this tool.
extract_gdeltFetch global news intelligence from the GDELT Project. GDELT monitors broadcast, print, and web news from every country in 100+ languages, updated every 15 minutes. Returns articles with title, source domain, country of origin, language, and publication date — covering news worldwide that Western s…Fetch global news intelligence from the GDELT Project. GDELT monitors broadcast, print, and web news from every country in 100+ languages, updated every 15 minutes. Returns articles with title, source domain, country of origin, language, and publication date — covering news worldwide that Western s…
No input schema was published for this tool.
extract_company_landscapeNo description publishedThis tool published no description. Forge does not invent one.
extract_gebizFetch Singapore Government procurement opportunities from GeBIZ via the data.gov.sg open API (Ministry of Finance official dataset). Returns open tenders, awarded contracts, agencies, amounts, and closing dates. Search by keyword (e.g. 'software', 'AI', 'data analytics'), agency name (e.g. 'GovTech…Fetch Singapore Government procurement opportunities from GeBIZ via the data.gov.sg open API (Ministry of Finance official dataset). Returns open tenders, awarded contracts, agencies, amounts, and closing dates. Search by keyword (e.g. 'software', 'AI', 'data analytics'), agency name (e.g. 'GovTech…
No input schema was published for this tool.
extract_idea_landscapeNo description publishedThis tool published no description. Forge does not invent one.
20 of 22 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.
The crawl stopped at the 60-package limit. The rest of the tree was never resolved.
36 more resolved packages are not drawn here (display cap: 24). Every dependency carrying an advisory is drawn regardless of the cap. Full inventory (CycloneDX SBOM)
57 declared dependencies never landed in the tree. They are missing from Forge's resolution, not from the package.
+45 more not listed. The counts by reason above cover all of them.
Not followed: peerDependencies. This tree covers runtime dependencies only, so anything those pull in was never resolved.