Analytics

canlicapital.com

Validates quantitative trading strategies with statistical tests for deflated Sharpe ratio, backtest overfitting, data-snooping reality checks, and paper evidence.

4 endpoints28 known toolsFirst detected September 28, 2026Last detected October 6, 2026

ENDPOINT 1

https://canlicapital.com/mcp

No auth detected

MCP server metadata

Name: canlicapital-validation-mcp
Version: 0.10.0

Capabilities

tools.listChangedprompts.listChangedresources.listChanged

Server instructions

Checks whether a backtest's result is real. For one strategy's returns, call audit_backtest, pointing returns_file at the backtest's CSV instead of pasting long series. For a Sharpe found by a search, validate_deflated_sharpe needs how many independent variants were tried and how their Sharpes spread; with every variant's returns, validate_overfitting gives the probability of backtest overfitting. Set CANLI_LOCAL=1 to compute on this machine with no network. Every result says what it does not establish; quote those limits with the number.

Known tools 15

get_key

Issue a free validation key for this session.

Inferred read-only

validate_deflated_sharpe

Deflated Sharpe ratio: the probability (0 to 1) that the selected strategy's Sharpe beats the best that luck gives across the variants tried, with the probabilistic Sharpe and that luck benchmark.

Inferred read-only

validate_overfitting

Probability of backtest overfitting (0 to 1) by CSCV: how often the in-sample best variant falls below the out-of-sample median.

Inferred read-only

validate_reality_check

Data-snooping tests on every variant a search tried: Hansen's SPA p-value that the best beat the benchmark only by luck, White's Reality Check, and the variants Romano-Wolf StepM finds better.

Inferred read-only

validate_paper_evidence

Whether a paper or simulated performance record meets canli.

Inferred read-only

validate_breadth

Book Sharpe ceiling from adding sleeves of this quality and correlation, the Sharpe at a sleeve count, and the sleeves a target needs.

Inferred read-only

validate_track_record

Minimum track record length (observations and years) for an observed Sharpe to beat a benchmark at a confidence level; with observations, the record's probabilistic Sharpe so far.

Inferred read-only

validate_backtest_length

Minimum backtest length (years) before the best of N independent trials is not expected to reach a target Sharpe by luck; with backtest_years, the most trials those years allow.

Inferred read-only

validate_haircut_sharpe

Haircut Sharpe for multiple testing (Harvey and Liu 2015): the Sharpe a single test would have needed, by Bonferroni and independent tests, and with the other tests' Sharpes, Holm and BHY.

Inferred read-only

validate_luck_trials

How many skill-less strategies a search would need for its best to reach this Sharpe by luck (Monte Carlo), and with a trial count, the chance it did.

Inferred read-only

audit_backtest

One-call audit of a strategy's returns: deflated Sharpe, minimum track record and, with every variant's returns, the probability of backtest overfitting, each the matching validator's result with its own receipt.

Inferred read-only

get_receipt

Fetch a stored verdict by receipt id to re-read it.

Inferred read-only

verify_receipt

Verify a receipt offline: its Ed25519 signature against the bundled canlicapital.

Inferred read-only

service_status

Whether the validation API is up, with its quotas; check after a timeout before resubmitting.

Inferred read-only

company_financial_history

SEC-reported financial history for one company in the canlicapital.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.canlicapital-validation-mcp]
url = "https://canlicapital.com/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "canlicapital-validation-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: canlicapital-validation-mcp
Remote MCP URL: https://canlicapital.com/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "canlicapital-validation-mcp": {
      "url": "https://canlicapital.com/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "canlicapital-validation-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "canlicapital-validation-mcp",
  "transport": "streamable-http",
  "url": "https://canlicapital.com/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://canlicapital.com/mcp/fundamentals

No auth detected

MCP server metadata

Name: canli-fundamentals-mcp
Version: 0.5.0

Capabilities

tools.listChanged

Server instructions

SEC company fundamentals point in time. company takes a ticker, CIK or name; find_company searches names. For a decision on a date, call known_as_of with the company and as_of: it returns only what had been filed by then, and flags values later restated. Use plain names (revenue, net_income, eps_diluted, assets, cash); they follow a company across tag changes. restatements lists numbers that changed after their first report, and vintages shows every filing behind one number. Treat a value as known from the next trading day after its filed date.

Known tools 7

known_as_of

What a company had reported as of a date: per measure, the latest period filed by then, its value, and whether it was later restated; optionally ratios from those filings.

Inferred read-only

history

One measure over time, newest first: as first reported (default), as latest filed, or as known on as_of, each with its filing and whether it later changed.

Inferred read-only

restatements

Periods whose value changed in a later filing, with first and latest values, % change and cause (stock splits left out by default).

Inferred read-only

vintages

Every filing that reported one period of one measure, oldest first: the revision history behind a number.

Inferred read-only

list_concepts

The XBRL concepts a company reports and the plain names it supports, with units, periods, date range and restated-period counts.

Inferred read-only

find_company

Find a company's SEC CIK and tickers by name, ticker or CIK.

Inferred read-only

cross_section

One measure for up to 50 companies as filed by a date: each one's latest period, its value then, and whether it was later restated.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.canli-fundamentals-mcp]
url = "https://canlicapital.com/mcp/fundamentals"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "canli-fundamentals-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/fundamentals"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: canli-fundamentals-mcp
Remote MCP URL: https://canlicapital.com/mcp/fundamentals

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "canli-fundamentals-mcp": {
      "url": "https://canlicapital.com/mcp/fundamentals"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "canli-fundamentals-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/fundamentals"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "canli-fundamentals-mcp",
  "transport": "streamable-http",
  "url": "https://canlicapital.com/mcp/fundamentals"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 3

https://canlicapital.com/mcp/research

No auth detected

MCP server metadata

Name: canli-research-mcp
Version: 0.2.0

Capabilities

tools.listChangedprompts.listChangedcompletionsresources.listChanged

Server instructions

Canli Capital's open research record. Find papers with search_research or list_topics, then read one with get_paper, using section for one part. trial_ledger says how many hypotheses were tried, which any published result should be judged against, and live_record is the paper-trading record. Each result carries its source's own limits; quote them with any finding.

Known tools 6

search_research

Find Canli Capital research papers (strategy tests, killed candidates, literature reviews, feasibility protocols) by words in their titles and summaries.

Inferred read-only

list_topics

The research topics, with how many papers each holds and what it covers.

Inferred read-only

get_paper

A research paper's text as published, by slug, with its headings; send section for one part, and max_chars to cap the length.

Potential side effects

trial_ledger

How many distinct hypotheses Canli Capital has tried against its declared budget, and how many were killed or survived.

Inferred read-only

live_record

The live paper-trading record (returns, costs, risk, corrections, provenance) and each sleeve's paper equity, with their limits.

Inferred read-only

chain_head

The head of the tamper-evident chain that shows the published record was not rewritten after publication, with where to verify it.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.canli-research-mcp]
url = "https://canlicapital.com/mcp/research"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "canli-research-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/research"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: canli-research-mcp
Remote MCP URL: https://canlicapital.com/mcp/research

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "canli-research-mcp": {
      "url": "https://canlicapital.com/mcp/research"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "canli-research-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/research"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "canli-research-mcp",
  "transport": "streamable-http",
  "url": "https://canlicapital.com/mcp/research"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 4

https://canlicapital.com/mcp/canli

No auth detected

Known tools 0

No tool metadata was available in the registry cache.

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.canlicapital-com]
url = "https://canlicapital.com/mcp/canli"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "canlicapital-com": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/canli"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: canlicapital-com
Remote MCP URL: https://canlicapital.com/mcp/canli

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "canlicapital-com": {
      "url": "https://canlicapital.com/mcp/canli"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "canlicapital-com": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/canli"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "canlicapital-com",
  "transport": "streamable-http",
  "url": "https://canlicapital.com/mcp/canli"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for canlicapital.com was fetched 2026-10-01T04:44:47.456Z.

Trust status Neutral

canlicapital.com is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.