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Syl Guardian

السجل الرسمي الذكاء الاصطناعي والوكلاء

Causal guardrail: pass/caution/hold verdict on a causal claim before an agent acts.

الشيفرة المصدرية الموقع التوثيق

التثبيت

أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: ‏.cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http syl-guardian 'https://guardian.sylai.io/mcp' --header 'X-API-Key: <Your Syl Guardian API key (get a trial key at https://sylai.io/guardian).>'
إعداد JSON (Claude Desktop وCursor وVS Code) 
{
    "mcpServers": {
        "syl-guardian": {
            "type": "http",
            "url": "https://guardian.sylai.io/mcp",
            "headers": {
                "X-API-Key": "<Your Syl Guardian API key (get a trial key at https://sylai.io/guardian).>"
            }
        }
    }
}

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. Syl Guardian MCP
  2. Connect
  3. Tool: guardian_review
  4. Support
  5. License

Syl Guardian MCP

Syl Guardian is a causal guardrail for AI agents. Before an agent acts on a claim like "ad spend drove new customers", Guardian checks it against your data and returns a pass, caution or hold verdict, with the naive correlation versus the confounder-adjusted causal effect, a confidence score and a plain-English recommendation.

All numbers are deterministic statistics. They are never generated by an LLM; only the interpretation prose may be AI-written.

This repository holds the public listing metadata and connection instructions for the hosted Guardian MCP server. Guardian itself is a hosted service.

Connect

Claude Code:

claude mcp add --transport http syl-guardian https://guardian.sylai.io/mcp \
  --header "X-API-Key: <your key>"

Claude Desktop (via mcp-remote):

{
  "mcpServers": {
    "syl-guardian": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://guardian.sylai.io/mcp",
               "--header", "X-API-Key:${SYL_API_KEY}"],
      "env": { "SYL_API_KEY": "<your key>" }
    }
  }
}

Then ask your agent: "Use guardian_review on this data: did ad_spend cause new_customers? Treat seasonality as a confounder."

Listing the tools does not require a key. A key is checked when guardian_review is called, and each review counts against your plan or trial quota.

Tool: guardian_review

Sanity-checks a causal claim before an agent acts on it.

ArgumentDescription
cause, effectRequired. Column names for the claim.
csv or dataDataset as CSV text or a list of row objects (exactly one).
known_confoundersOptional. Columns to adjust for; otherwise discovered automatically.
contextOptional business context, e.g. "Q3 promo evaluation".
units, stepDisplay-only unit hints; a treatment step to restate the effect in business terms.
time_col, adstock, seTime-series handling: row ordering, carryover effects, standard-error flavor.
test_designtrue or options. Also returns how long a spend-cut test needs to run.

The result includes a text summary (verdict, recommended action, effect versus correlation, interpretation) and the full structured response. Bad input, auth failures and quota errors come back as MCP tool errors with a descriptive message.

Support

Questions or issues: https://sylai.io or connor@sylai.io.

License

The files in this repository (metadata and documentation) are MIT licensed; see LICENSE. The Syl Guardian service is proprietary.

الأسئلة الشائعة

ما هو Syl Guardian؟

Causal guardrail: pass/caution/hold verdict on a causal claim before an agent acts.

كيف أثبّت Syl Guardian؟

يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http syl-guardian 'https://guardian.sylai.io/mcp' --header 'X-API-Key: <Your Syl Guardian API key (get a trial key at https://sylai.io/guardian).>'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج Syl Guardian إلى مفتاح API؟

نعم. يتطلب X-API-Key، وتضبطها في إعداداته.

هل Syl Guardian مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص MIT.

من يصون Syl Guardian؟

ينشره connor274. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.