Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
Déduit des transports déclarés par cette annonce (stdio, streamable-http). Un client absent de cette liste n’est pas écarté pour autant — c’est simplement quelque chose que Forge ne peut pas confirmer.
La vérification confirme l’identité de l’éditeur (la propriété du dépôt), pas la sûreté du code. L’analyse de sécurité couvre les CVE connues et les scripts d’installation suspects.
Lu dans le code que npm livre réellement, au moment de l’analyse. Le paquet n’a jamais été exécuté. Les outils enregistrés dynamiquement à l’exécution, ou cachés dans du code empaqueté ou minifié, peuvent passer inaperçus — c’est donc un plancher de la surface d’outils, pas un recensement complet.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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.
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
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.…
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
extract_company_landscapeAucune description publiéeCet outil n’a publié aucune description. Forge n’en invente pas.
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…
Aucun schéma d’entrée n’a été publié pour cet outil.
extract_idea_landscapeAucune description publiéeCet outil n’a publié aucune description. Forge n’en invente pas.
20 outils sur 22 ont publié une description.
Les noms et descriptions d’outils sont écrits par l’éditeur et affichés tels quels, comme du texte inerte. Ce sont les chaînes qu’un client MCP transmet à un modèle, alors Forge y recherche des motifs d’injection de prompt — tout constat apparaît avec l’analyse de sécurité ci-dessus. « Privilégié » est une correspondance de mot-clé sur le nom de l’outil, pas un audit de ce qu’il fait : un nom anodin peut tout de même tout faire.
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
Les noms cliquables ouvrent l’index Forge de toutes les entrées observées exposant cet outil. Parcourir tous les outils indexés.
L'exploration s'est arrêtée à la limite de 60 paquets. Le reste de l'arbre n'a jamais été résolu.
36 autres paquets résolus ne sont pas dessinés ici (limite d'affichage : 24). Toute dépendance porteuse d'un avis de sécurité est dessinée quelle que soit la limite. Inventaire complet (SBOM CycloneDX)
57 dépendances déclarées ne sont jamais arrivées dans l'arbre. Elles manquent à la résolution de Forge, pas au paquet.
+45 de plus non listées. Les comptes par motif ci-dessus les couvrent toutes.
Non suivies : peerDependencies. Cet arbre ne couvre que les dépendances d'exécution ; ce qu'elles entraînent n'a jamais été résolu.