web_crawl
Start from a URL, follow relevant internal links, and return clean Markdown for multiple pages in one synchronous request. Use this for focused multi-page research when results are needed immediately. Use web-map for URLs only or submit-batch for large jobs that should run asynchronously.
web_scrape
Scrape one known URL and return any combination of HTML, Markdown, a downloadable screenshot, page images, a downloadable original source file, CSS-selected fields, relevant highlights, schema-shaped JSON, or product data. Supports browser actions, custom target headers, PDF parsing, deadlines, and zero data retention. Browser clicks can change the target site's state. Use web-search when the URL is unknown, web-map for URLs only, web-crawl for linked pages, or submit-batch for large asynchronous jobs.
web_search
Search the live web and optionally return Markdown or query-relevant highlights for ranked results in the same call. Use this to discover sources, answer current questions, or research a topic when the exact page URL is unknown. When a URL is already known, use web-scrape instead. Use web-answers when the user wants a sourced JSON answer rather than ranked links.
web_map
Map a website's URLs using Context's index, with available page titles, descriptions, keywords, and languages. Filter by URL pattern or search phrase without retrieving every page body. Use web-scrape for one page, web-crawl for content from several pages, or submit-batch for large asynchronous collection.
brand_search
Search indexed brands by company name or domain and return up to 10 lightweight matches. Supports prefix autocomplete, field selection, and typo tolerance. Use brand-retrieve-unified for a full profile or get-brand for a compact domain profile.
web_styleguide
Extract a website's design system, including colors, typography, spacing, shadows, and interface cues. Use this to reproduce a brand accurately in generated UI, design audits, or creative workflows.
list_monitors
List recurring monitors in the authenticated Context account, with search, status, target-type, tag, and cursor filters. Use this to find a monitor ID before reading, updating, running, or deleting it; this does not return run history or detected changes.
get_news_search
Search live and historical news for one company, identified by exactly one name, domain, ticker with an optional exchange, or ISIN. Choose at most one filter category: publisher domain, publisher country, article language, or article type; optionally add a publication date range. Paginate results with stable story IDs and verified entity relevance. Use web-search for broader topics or news that is not tied to one company.
get_monitor_limits
Retrieve the authenticated account's current monitor count and maximum allowed monitors. Use before create-monitor when checking available capacity.
update_monitor
Update an existing monitor's configuration, including its optional external webhook. Changes affect future runs, changing the target or change-detection definition creates a new baseline, and resuming a paused monitor (status=active) runs it promptly. Use get-monitor first when the current configuration must be preserved.
delete_batch
Permanently delete a completed, cancelled, or failed batch and its stored results. Active batches must be cancelled and allowed to settle first. This cannot be undone; use only when the user explicitly requests deletion.
get_batch_results
Page through the successful and failed URL results of a completed batch as JSON. Use the returned cursor to continue when more results exist. For progress before completion, use get-batch instead.
cancel_batch
Stop a queued or running batch from starting additional pages. Work already in progress finishes and unused reserved credits are refunded after settlement. This does not delete stored results; use only when the user explicitly wants processing stopped.
submit_batch
Start an asynchronous job to scrape up to 25,000 supplied URLs or crawl a large website as Markdown or HTML. Use this when a synchronous scrape or crawl would be too large. When webhookUrl is supplied, Context sends a completion request to that external endpoint. The call returns a batch ID, not page results; use get-batch until it settles, then get-batch-results. Supply an Idempotency-Key when a submission may be retried.
create_monitor
Create a recurring monitor for a page, sitemap, or structured extraction target. Use this when the user wants ongoing change detection, not a one-time scrape. Configure the target, schedule, change detection, and optional webhook; Context immediately runs an initial baseline and returns the monitor.
parse_document
Send PDF, Office, spreadsheet, presentation, image, code, data, or text file bytes to Context and convert them into clean Markdown for agents, analysis, and RAG. Use this when the source is a file rather than a URL. This transformation consumes Context credits but does not alter the original file.
brand_retrieve_unified
Retrieve structured company and brand intelligence, including logos, colors, descriptions, social profiles, industry, location, and links. Identify the company by domain, company name, work email, stock ticker, transaction descriptor, or a direct URL. Use get-brand for a compact profile from a domain.
get_monitor
Retrieve one monitor's configuration, status, schedule, target, change-detection rules, webhook settings, and current baseline by ID. This reads the monitor definition; use list-monitor-runs for execution history or list-monitor-changes for detected changes.
list_batches
List asynchronous scraping batches from newest to oldest, with status, search, tag, and cursor filters. Use this to find a batch ID or review account activity; it does not return page-level results.
list_monitor_credit_usage
Report credits charged by monitor over a time window, ordered by the monitors using the most credits. Use this for spend analysis and optimization, not for run or change details.
list_monitor_runs
List the execution history of one monitor, including run status, timing, credits, and whether each run detected a change. Use get-monitor-run for the full details of one run.
web_answers
Research the live web and return a sourced answer in the exact JSON shape requested. Use fast for focused questions that should finish quickly or ultra for deeper research. Use web-search when ranked links or snippets are enough, or web-scrape with jsonParams when the source URL and extraction schema are already known.
get_brand
Retrieve a structured brand profile for a domain, including its logo, colors, slogan, description, social profiles, industry, location, and key links. Use brand-retrieve-unified for more detailed data or lookup by company name, work email, stock ticker, transaction descriptor, or direct URL.
get_batch
Retrieve a batch’s status, progress, timing, credit accounting, and errors, plus downloadable result files after completion. Poll this after submit_batch; use get_batch_results to page through finished results.
run_monitor_now
Queue an immediate check for a monitor outside its regular schedule. This starts an asynchronous network run, may advance the monitor's stored comparison baseline, and can notify its configured external webhook when a change is detected. Use get-monitor-run or list-monitor-runs to follow its outcome. Paused monitors return 409 MONITOR_PAUSED. Setting status=active with update-monitor already runs the monitor promptly; don't call run-monitor-now right after resuming or its run may be skipped as superseded.
delete_monitor
Permanently delete a monitor and stop all future scheduled runs. This cannot be undone; use only when the user explicitly wants the monitor removed.
people_enrich
Enrich one person from combined identity clues and return a profile with an identity match score. Provide a person email, a person-profile social URL, or both first and last name with company, education, or location. Use brand-retrieve-unified for company data.
get_change
Retrieve one detected change with full text diffs, added or removed URLs, semantic evidence, confidence, importance, and the current snapshot when available. Use after either change-listing tool when the complete evidence is needed.
get_monitor_run
Retrieve one run for a monitor, including lifecycle status, timing, credits charged, and the detected change when present. Use after list-monitor-runs or run-monitor-now when the full outcome of one check is needed.
list_monitor_changes
List changes detected by one monitor, with time and tag filters. Use this for a monitor-specific change history, then call get-change when full diffs, evidence, confidence, and importance are needed.
list_account_runs
List monitor runs across the authenticated account. Use this for an organization-wide activity feed or operational overview; use list-monitor-runs when only one monitor matters.
list_changes
List detected changes across all monitors in the authenticated account, with monitor, type, time, and tag filters. Use this for an account-wide change feed; use list-monitor-changes for one monitor.
rotate_monitor_webhook_secret
Replace a monitor's webhook signing secret and return its updated configuration. The previous secret stops signing deliveries immediately; update the webhook receiver to use the returned secret. Requires a monitor with a configured webhook URL.
retry_webhook_delivery
Queue another attempt for a webhook delivery created within the last seven days. This can send the event to its configured external receiver again. Use get-webhook-delivery or list-webhook-delivery-attempts to inspect the outcome.
list_logs
List recent API requests from the authenticated Context account, newest first. Filter by time, endpoint path, API key ID, HTTP status, error code, tags, or request content. Use errors_only to investigate failures, then pass the request_id from a data entry to get-log for the retained request and response. Defaults to the last 24 hours and does not create another usage-log entry.
submit_feedback
Send feedback about a Context.dev problem to the Context team when the user explicitly requests or authorizes that report. Include the category, expected and actual behavior, and a real affected request_id or relevant public URL when available. Remove secrets and private data before submission. Costs no credits and returns the original feedback_id when the same request has already been reported.
list_webhook_delivery_attempts
List attempts for one webhook delivery, newest first, with delivery outcomes for troubleshooting. Use retry-webhook-delivery when another delivery attempt is needed.
get_webhook_delivery
Retrieve one webhook delivery from the authenticated account, including its status and latest attempt. Use list-webhook-deliveries to find its delivery_id.
list_webhook_deliveries
List the authenticated account's batch or monitor webhook deliveries, newest first. Select the source type and filter by batch, monitor, run, status, or creation time. Use get-webhook-delivery or list-webhook-delivery-attempts for delivery details.
get_log
Retrieve one API request from the authenticated Context account by the request_id in a list-logs data entry, including its redacted retained input, response, timing, credits, status, and user agent. Zero-data-retention requests contain metadata but no retained input or response.
Search the web and fetch readable content from selected pages. Built for fast discovery and content extraction.
Create, read, update, and archive pages and databases in a Notion workspace. Manage blocks (paragraphs, lists, headings, embeds, etc.) within pages. Query databases with filters and sorts across rich property types including text, numbers, dates, selects, relations, and formulas. Search across pages and databases by title. Add and read comments on pages and blocks. Upload files to pages. Manage workspace users and retrieve user profiles. Receive real-time webhook notifications for page changes, new pages, comments, and database schema updates.
Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.
Slack: connect with bot OAuth or user OAuth to work with messages, conversations, search, files, Canvases, Lists, profiles, reactions, reminders, and workspace productivity settings.
Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.
Search and prospect B2B contacts and companies from a database of over 275 million people and 70 million organizations. Enrich people and company data with emails, phone numbers, and firmographic details. Create and manage contacts, accounts, deals, and tasks. Add contacts to email sequences and manage sequence statuses. Log and search call records. Perform bulk operations for contact creation, account creation, task creation, and data enrichment.
Search and scrape the web, retrieve brand and company intelligence, parse documents, and manage batches, monitors, and webhook deliveries.
Common questions about connecting Context.dev to AI agents with Metorial.
