15 read-only research tools for Claude, Cursor, and any MCP-compatible client — available to approved users.
Once connected, your AI client has direct access to our SEC research stack — no copy-pasting, no switching tabs.
screen_companies with eightk_item_in=["4.01","4.02"], sort_by="distress_echo", limit=10…Real research workflows you can run directly in your AI client once connected.
Screen across thousands of public companies for auditor changes, non-reliance disclosures, and material impairments. Filter by SIC code, echo composite, and 8-K item codes to surface real distress candidates — not just large-cap volatility.
Find the specific sentences in SEC filings that triggered a signal, then cross-reference with news and press releases to validate your thesis. Semantic search surfaces conceptually similar language even when keywords don't match.
Find tickers where three or more notable funds opened new positions this quarter, or where sustained accumulation just got a cluster entry on top. Cross-reference with company signals to find fundamental + flow alignment.
Every call is read-only, idempotent, and annotated as side-effect-free — well-behaved clients can auto-approve all 15.
Get the complete signal profile for a company: echo composite, distress/positive echo, profile mutation, 8-K activity, insider activity, credit signals, price data, and latest quarter fundamentals. Start here for any single-company question.
Cross-company screener. Filter on echo composite, distress echo, profile mutation, entropy surprise, SIC range, form type, specific classifier, 8-K item codes, insider buying, and credit widening. The most powerful tool for generating ideas.
Side-by-side signal comparison of 2–5 companies. Returns filing aggregates, top rising classifiers, category signals, price, insider data, and computed key differences. Great for peer analysis.
Macro-level overview for a SIC code range: average echo, mutation, distress, turnaround/crisis signals, category breakdowns, and outlier companies. Use for sector-wide questions like "what's happening in biotech?"
Financial fundamentals from SEC XBRL data — quarterly values with year-over-year growth rates and margins. Covers ~4,400 public companies, data back to ~2009. Includes COGS, capex, leases, interest, and sector-specific fields.
Search across 529 binary classifiers — FDA approvals, drill results, demand signals, risk indicators, and more — by keyword. Use this first to discover the classifier name before screening or retrieving sentences.
Retrieve the exact sentences from SEC filings that triggered a classifier. Pass a classifier name plus a ticker or accession number. Returns sentences ranked by score across 2022–2026 filings.
Find SEC filing sentences semantically similar to a natural-language query. Embeds your query and finds the most similar sentences across all filings — even when exact keywords don't appear.
Find news articles and press releases semantically similar to a query. Searches GlobeNewswire/PRNewswire content tagged to company tickers. Complements SEC filing signals with market/news context.
Article-level search with structured enrichment: event type (9-class taxonomy), materiality score, 3-day/5-day price-move correlation, story dedup, and promotional-content filtering. One row per article, not per sentence.
Top institutional holders of a ticker from 13F filings. Returns holder count, total institutional value, QoQ actions (add/trim/new/exit), manager classification, and v3 signals: cluster entry, quiet accumulation, sustained accumulation.
Full portfolio snapshot for a 13F manager — top positions, QoQ flows, turnover, concentration (HHI), and up to 8 quarters of history. Lookup by CIK (preferred) or exact filer name.
Reverse 13F lookup — find all institutional managers holding a given ticker in their top positions. Filter by notable managers, manager type (hedge fund, pension, activist), style (quant, value, event-driven), or AUM tier.
Compute portfolio overlap between two 13F managers from their top-50 positions. Returns shared CUSIPs with position details and overlap statistics for each side. Useful for "do BRK and Citadel agree on anything?"
Cross-company screener for institutional flow signals: cluster entries (≥3 notable funds), cluster exits, quiet accumulation, consecutive accumulation quarters, and more. The cross-cutting view that single-company tools can't provide.
Authentication uses a 30-day bearer token. Sign in once, paste the token into your client config, and you're live.
Sign in at kscope.io/signin using your allowlisted email (passwordless magic link). You'll receive a 30-day JWT bearer token scoped to the MCP tools.
Once approved, you'll receive your private endpoint URL and bearer token. Paste the config snippet below into your client's MCP server settings and you're live.
All 15 tools are immediately available. Well-behaved clients (Claude Desktop, Claude Code) will auto-approve calls because every tool is annotated as read-only and side-effect-free.
{
"mcpServers": {
"kscope": {
"type": "http",
"url": "YOUR_ENDPOINT_URL",
"headers": {
"Authorization": "Bearer YOUR_TOKEN_HERE"
}
}
}
}
Screen for company-specific distress signals, pull comparable financials, and surface rising classifiers — without leaving your AI workflow.
Filter on auditor changes, non-reliance disclosures, and material impairments. Layer in institutional flow to see who's exiting.
Batch screening, classifier discovery, and semantic search across 150M+ filing sentences — all via structured tool calls your code can consume.
Drop our 15 read-only tools into any MCP-compatible agent. No side effects, no rate-limit surprises — auto-approvable by design.
Request access and we'll get you a bearer token. Currently free for approved users — no credit card required.