valyu

name	valyu
description	Access paywalled research data via Valyu MCP: SEC EDGAR filings, PubMed papers, clinical trials, patents, financial reports.

Valyu Research API

When to activate

• User needs SEC EDGAR filings (10-K, 10-Q, 8-K, DEF 14A) for a public company
• Accessing PubMed or biomedical literature behind journal paywalls
• Querying ClinicalTrials.gov for trial data, enrollment status, or results
• Patent database searches (USPTO, EPO, WIPO)
• Financial data requiring official filings rather than scraped web data
• Academic papers where free preprints are unavailable and the full text is needed
• Any research task where authoritative primary sources matter more than aggregated web content

When NOT to use

• General web search (use WebSearch instead — Valyu adds cost without benefit for public web content)
• News articles, blog posts, or opinion content
• Code documentation or Stack Overflow-style technical answers
• Data that is freely and reliably available via standard search (Wikipedia, official product docs)
• Real-time prices, live market data, or streaming financial feeds — Valyu has filing data, not tickers

Instructions

MCP setup

Add Valyu to your Claude Code MCP configuration:

{
  "mcpServers": {
    "valyu": {
      "command": "npx",
      "args": ["-y", "@valyu/mcp-server"],
      "env": {
        "VALYU_API_KEY": "your-api-key-here"
      }
    }
  }
}

Get an API key at valyu.network. Store the key in your shell environment or .env — never in settings.json or committed files:

export VALYU_API_KEY="vk_..."

Then reference it in MCP config as "${VALYU_API_KEY}" or use the env block as shown.

Available data sources

Source	What it contains	Best query type
SEC EDGAR	10-K, 10-Q, 8-K, DEF 14A, S-1, and all other SEC forms	CIK number or company ticker + form type
PubMed	35M+ biomedical abstracts and full texts	PMID, DOI, or keyword + date range
ClinicalTrials.gov	Trial metadata, status, results, protocols	NCT number or condition + intervention
USPTO Patents	US patent full text, citations, assignments	Patent number or keyword + classification code
EPO / WIPO	European and international patents	Application number or keyword
Financial reports	Earnings releases, investor presentations	Company name + fiscal period

Query patterns by source

SEC EDGAR — 10-K filings:

Use Valyu to retrieve the 10-K filing for [COMPANY] (ticker: [TICKER]) for fiscal year [YEAR].
Extract: revenue, gross margin, R&D expense, operating income, net income, share count.
Return as a table with year-over-year change.

SEC EDGAR — trend analysis across years:

Use Valyu to pull the 10-K filings for [COMPANY] for fiscal years [YEAR-2], [YEAR-1], and [YEAR].
For each year extract: total revenue, R&D spend as % of revenue, free cash flow.
Build a trend table and note year-over-year changes.

PubMed — literature search:

Use Valyu to search PubMed for papers on [TOPIC].
Filter: published [DATE RANGE], English only, human subjects.
Return: title, authors, journal, year, abstract, DOI for the top 10 by citation count.

ClinicalTrials.gov — trial lookup:

Use Valyu to query ClinicalTrials.gov for trials studying [INTERVENTION] in [CONDITION].
Filter: Phase 2 or 3, completed or active recruiting, results available.
Return: NCT number, title, sponsor, enrollment, primary endpoint, results summary if available.

Patent search:

Use Valyu to search USPTO patents for [TECHNOLOGY AREA].
Filter: granted patents, [DATE RANGE], assigned to [COMPANY] if specific.
Return: patent number, title, abstract, filing date, grant date, key claims summary.

Citation formatting

When producing research outputs, format Valyu-sourced citations as:

SEC filing:

[Company Name]. Form 10-K. United States Securities and Exchange Commission. Filed [date]. 
Accession number: [accession]. Retrieved via Valyu.

PubMed paper:

[Authors]. "[Title]." [Journal] [Vol]([Issue]) ([Year]): [Pages]. PMID: [PMID]. DOI: [DOI].

Clinical trial:

[Trial Title]. ClinicalTrials.gov identifier: [NCT number]. [Sponsor]. [Status as of retrieved date].

Patent:

[Assignee]. "[Patent Title]." [Patent Number]. [Grant date]. [Classification].

Combining Valyu with web search

For comprehensive research, combine Valyu (primary sources) with WebSearch (context, analysis, news):

Research workflow for [COMPANY] competitive analysis:

Step 1 — Valyu: Pull last 3 years of 10-K filings. Extract revenue, margins, R&D spend.
Step 2 — Valyu: Pull any 8-K filings from the last 12 months for material events.
Step 3 — WebSearch: Find analyst coverage, recent news, and public commentary.
Step 4 — Synthesize: Primary financial data from Valyu + qualitative context from web.
Note clearly which claims come from official filings vs. secondary sources.

Cost awareness

Valyu charges per query. Guidelines for keeping costs down:

• Use specific identifiers (CIK, PMID, NCT number, patent number) when you have them — keyword searches consume more quota
• Request only the years or date ranges you need — do not pull all filings if you need only the last 3
• Cache results for the session: if you pulled a 10-K, keep it in context rather than re-fetching

Example

Task: Pull the last 3 years of 10-K filings for a public company and extract revenue growth and R&D spend trends.

Prompt:

Use Valyu to retrieve the 10-K annual filings for Cloudflare (ticker: NET) for fiscal years
2022, 2023, and 2024.

From each filing, extract:
- Total revenue
- Revenue year-over-year growth %
- R&D expense
- R&D as % of revenue
- Operating loss / income
- Free cash flow (operating cash flow minus capex)

Present as a table with all three years side by side.
Then write 3 sentences interpreting the trend.
Cite each filing with the SEC accession number.

Expected output structure:

Metric	FY2022	FY2023	FY2024
Revenue	$975M	$1.30B	$1.63B
YoY growth	49%	33%	26%
R&D expense	$423M	$522M	$609M
R&D % revenue	43%	40%	37%

With citation: "Cloudflare Inc. Form 10-K. SEC. Filed 2025-02-21. Accession: 0001477932-25-003456."

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