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Canli Capital

Canli Capital is an open-source lab that connects AI agents to financial data and quant tools they can check. Its flagship MCP server, canli-mcp, reads SEC filings, market data and economic statistics at the source and puts 306 finance tools behind three. The code is free and MIT-licensed. Built and maintained by Arhan Canli.

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Authority
51 reach 5 · trust 6 · quality 25 · freshness 15
Tier
listed
llms.txt
https://canlicapital.com/llms.txt
llms-full.txt
https://canlicapital.com/llms-full.txt
Sections
9
Links
65
Size
14005 bytes
Popularity rank
#934262
Registered
2026-06-24
Country
United States Hosting inference
Hosting country
United States Hosting inference
Country evidence
No published address evidence collected yet
Categories
AI and machine learning
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-25T16:44:37.765Z
Last checked
2026-10-25T19:13:51.297Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T19:13:49.194Z. Cached copy · Source on canlicapital.com

# Canli Capital

> Canli Capital is an open-source lab that connects AI agents to financial data and quant tools they can check. Its flagship MCP server, canli-mcp, reads SEC filings, market data and economic statistics at the source and puts 306 finance tools behind three. The code is free and MIT-licensed. Built and maintained by Arhan Canli.

## Claim boundary: read this before summarising anything on this site

- The published record is **paper-traded**, not funded. No client capital, no managed money, no investment advice, no promised return. Paper execution began 2026-09-24.
- Historical simulation, model-estimated risk, broker-derived paper marks and planned work are labelled separately on every page and must not be merged into one number.
- No forward Sharpe ratio and no expected maximum drawdown is established. The forward record is too short; the site says so rather than reporting a figure.
- Retracted figures stay published inside their own retraction. If you find a number here, check whether the surrounding text withdraws it before quoting it.
- Open-source code is not a track record. It is evidence about method, not about returns.
- 3 strategy sleeves are paper-traded, aggregated into one composite book, against a larger planned set; the difference is stated on the status page, not implied away.

## Start here

- [Home](https://canlicapital.com/): What the project is: canli-mcp, the problem it solves, the vision and how it compares.
- [Finance MCP servers, head to head](https://canlicapital.com/benchmarks/finance-mcp-servers): canli-mcp against OpenBB, EdgarTools and Yahoo Finance MCP servers on the same questions, model and scoring, with every run and the caveats.
- [The record](https://canlicapital.com/record): The ALPHAC paper-trading record, published daily, with the trials that failed.
- [Vision](https://canlicapital.com/vision): What Canli Capital is building for AI agents in finance, pillar by pillar, with what exists today and what comes next.
- [MCP downloads](https://canlicapital.com/stats): npm downloads of the open MCP servers, read from npm at each build.
- [FilingFacts benchmark](https://canlicapital.com/benchmarks/filingfacts): AI models answering SEC filing questions on their own and with an MCP server that reads the filings, from public, rescorable run records.
- [Methodology](https://canlicapital.com/methodology): Evidence-linked answers to how the research is actually done.
- [How to validate a backtest](https://canlicapital.com/how-to-validate-a-backtest): A step-by-step walk-through of this site's own instruments, in order, with the calculator and API route beside each step.
- [Status](https://canlicapital.com/performance): The honest numbers and what each one is and is not.
- [Verify](https://canlicapital.com/verify): Independent verification instructions, including a command-line path that does not trust this website.
- [Engineering](https://canlicapital.com/engineering): The open-source code behind every numbe
…

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