Canli Capital's open research record: papers, killed candidates, trial counts, live record.
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io.github.arhancanli/canli-validation-mcp is an MCP server that canli Capital's open research record: papers, killed candidates, trial counts, live record. Its tool list has not been published yet over sse, requires no API key, and scores 91/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"io-github-arhancanli-canli-validation-mcp": {
"args": [
"-y",
"canli-validation-mcp"
],
"command": "npx"
}
}
}Are you the author?
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Canli Capital's open research record: papers, killed candidates, trial counts, live record.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
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Open quant research where every published number comes with the file that produced it, including the strategies that failed. Live at canlicapital.com.
If a check here stopped you from trusting a backtest that wasn't real, a ⭐ helps other quants find it.

# Ask your AI assistant whether a backtest is real (Claude Code shown; Cursor, VS Code and
# Claude Desktop setups are in mcp/README.md)
claude mcp add canli -- npx -y canli-validation-mcp
# Or call the free API: get a key, then deflate a Sharpe ratio for the number of trials you ran
curl -X POST https://canlicapital.com/api/v1/keys -H "Content-Type: application/json" -d '{"label":"readme"}'
# Or check the published record yourself (Python 3)
pip install cryptography
curl -sO https://canlicapital.com/glassbox/reproduce.py
for f in capacity_commitment founder_commitment; do curl -sO https://canlicapital.com/glassbox/$f.json; done
python3 reproduce.py --dir .
Backtest validators (deflated Sharpe, CSCV overfitting probability, minimum track record, haircut Sharpe, luck-equivalent trials) as an MCP server and a free API, each result with a signed receipt anyone can recompute.
SEC fundamentals point in time as an MCP server
(npx -y canli-fundamentals-mcp): what a company first reported, what was known on any date, and
every later restatement, each value with its filing, computed locally from a hash-checked SEC
snapshot.
The research record as an MCP server (npx -y canli-research-mcp):
papers, killed candidates, trial counts and the live paper record.
Company reference pages built from SEC XBRL filings: financial histories where every value links to the filing it came from, with the year-on-year change and growth rate worked out.

Research, including what failed: the kill log, the Null Zoo (overfitting corrections scored where the truth is known) and luck-equivalent trials.
Open data: FilingFacts, financial questions with machine-checked answers from SEC filings (CC BY 4.0).
ALPHAC, the three-strategy paper-trading book whose record is published daily; its engine is github.com/arhancanli/alphac.
Help check it: open review tasks take 15 to 60 minutes and are credited on /review