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index / Kaleidoscope vs VouchAPI

>_ Kaleidoscope vs VouchAPI

Kaleidoscope and VouchAPI, side-by-side. Compare the facts below, then pick the one that fits your workflow.

Kaleidoscope
VouchAPI
one-liner
Provides SEC filing search, AI-powered extraction, institutional holdings tracking, insider trading data, M&A intelligence, and financial data APIs with semantic research tools and MCP server integration.
VouchAPI turns SEC filings, CIM data rooms, market intelligence, and agent reasoning into certified investment research — with source-level evidence, method gates, and cryptographic audit trails.
best for
analysts, law firms, credit analysts, advisors, and journalists who need to extract structured data from sec filings, track institutional flow and activist campaigns, or verify every research output against a cited filing source.
hedge funds, pe firms, and fund ccos validating ai-generated diligence and investment memos.
key feature
MCP server exposing 32 research tools across filings, 13F, 13D/G, news, fundamentals
Generate institutional-grade research with deterministic verification. Every claim vouched, every source traced.
who uses it
Retail, RIA, Family Office, Hedge Fund, Mutual Fund
Hedge Fund, Private Equity
asset class
Equities
Equities
function
Research, Data & APIs
Data & APIs
strategies
Event-Driven / Special Situations, Fundamental Analysis, Value Investing
Fundamental Analysis, Value Investing, Event-Driven / Special Situations
workflow
Screening, Research, Monitoring
Research, Valuation
instruments
Stocks, Mutual Funds, ETFs
Stocks
regions
North America
North America
pricing
CALL
$$-CALL
plans
Free Trial $0
Free tier $0 · Verification Gas Credits $500 per 500 units
free tier
yes
yes
model
enterprise
usage
via
web, mcp, api
api
audience
pro · other
pro · hedge fund
upvotes
0
0

Kaleidoscope vs VouchAPI: key differences

  • Only Kaleidoscope is available via mcp.
  • Kaleidoscope also covers screening, monitoring in the workflow.
  • VouchAPI also covers valuation in the workflow.
  • Kaleidoscope lists Retail, RIA, Family Office, Mutual Fund users; VouchAPI does not.
  • VouchAPI lists Private Equity users; Kaleidoscope does not.

about Kaleidoscope

sec filings search and ai-powered analysis platform covering 17.9M+ filings, news, institutional 13F holdings, and activist 13D/13G campaigns. exposes 32 research tools via mcp server for conversational queries, semantic search, intelligent extraction, and smart summarization of filings and contracts. includes insider wealth profiling, m&a tracking, nonprofit 990 intelligence, and provenance—a signal engine that links every data point to its source sentence in the edgar filing.

about VouchAPI

vouchapi verifies ai-generated equity research against sec xbrl source data, providing cryptographic proof and audit trails for each financial claim. it routes calculations (dcf, wacc, fcf, ratios) through deterministic primitives instead of llm estimation, then certifies outputs with verification hashes for finra/sec 17a-4 compliance.

Kaleidoscope
Provides SEC filing search, AI-powered extraction, institutional holdings tracking, insider trading data, M&A intelligence, and financial data APIs with semantic research tools and MCP server integration.
[↗] visit kscope.io
VouchAPI
VouchAPI turns SEC filings, CIM data rooms, market intelligence, and agent reasoning into certified investment research — with source-level evidence, method gates, and cryptographic audit trails.
[↗] visit vouchapi.com

See full data, pricing and alternatives on the Kaleidoscope profile page, or the VouchAPI profile page.

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