Research Connector (MCP)

A research instrument opening the thought of Ayatollah Ali Khamenei to scholars of the Islamic, human, and social sciences — from inside your Claude or ChatGPT assistant, with answers documented from their original sources.

🔌Add the connector to your assistant

The connector in numbers

A live tally of what the connector opens, read straight from the indexes.

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research tools

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indexed passages

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concepts & entities

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thematic clusters

Relational search links concepts and entities across 138,581 evidence-backed relations, across four corpora: speeches, extended thought, deep fiqh, and fatwas.

The four tools

You ask in Arabic; the assistant picks the right tool, and the answer returns with its sources.

Corpus search

Meaning-based, not keyword, search across his works and speeches; returns the nearest passages cited by book and page.

Conceptual relations

Reveals links between concepts and entities with textual evidence and its locus — for comparative and foundational questions.

Thought clusters

Thematic maps gathering related concepts in one field, an overview before going deep.

Fatwa archive

Search across the published rulings; returns the verbatim text with its source on a match.

How it searches

Semantic search

A hybrid vector representation (dense + sparse) that grasps your intent and surfaces passages close in meaning even when the wording differs.

Knowledge graph

A network of concepts and entities joined by evidence-backed relations, revealing the structure of the thought, not only its citations:

grounded in opposes critiques derives from cites

How do I use it?

Add it once, then ask it like any ordinary question. Paste this URL into your assistant:

https://mcp.khamenei-online.org/sse

Claude

  1. Settings → Connectors
  2. Add custom connector
  3. Name it SAKH, paste the URL
  4. Enable via + in the chat, then ask

ChatGPT

  1. Enable Developer Mode once
  2. Connectors → Add
  3. Paste the URL
  4. Enable it in the chat, then ask
The connector is read-only research; it surfaces texts from their sources and is an indicative aid for the researcher, not a substitute for the original sources.