{
  "markdown": "# SAKH — Ayatollah Khamenei Research Corpus (MCP Server)\n\nA remote **Model Context Protocol** server that gives researchers direct access\nto the corpus of Sayyid Ali Khamenei — juridical rulings, lectures and\nintellectual writings in Arabic and Persian — through seven read-only tools.\n\n> This repository hosts the public listing and documentation for the SAKH MCP\n> server. The server itself is hosted and operated by\n> **SADIQOON TECHNOLOGIES LTD**; this repo does not contain its source.\n\n## Connect\n\n- **Server URL:** `https://mcp.khamenei-online.org/mcp/sakh`\n- **Transport:** Streamable HTTP\n- **Authentication:** OAuth 2.1 with Dynamic Client Registration (PKCE S256)\n- **Website & documentation:** https://khamenei-online.org/mcp/\n- **Official MCP Registry:** `uk.sadiqoon/sakh`\n\nAccess is granted on request via Google sign-in. Register at\nhttps://n8n.sadiqoon.com/form/SAKH-MCP-request and your access is enabled\nimmediately.\n\n## What it does\n\nRetrieval is hybrid: dense multilingual embeddings combined with sparse keyword\nmatching, fused by reciprocal rank and then re-ranked, so a question phrased in\nordinary language reaches the right passage even when the wording differs from\nthe source.\n\nAlongside the text corpus sits a knowledge graph of roughly 145,000 concepts\njoined by evidence-bearing relations (grounded-in, opposes, critiques,\nderives-from), which lets a researcher trace the structure of an argument rather\nthan only collect quotations.\n\nEvery answer carries its source — book, page and chapter — and the system reports\nits own match confidence rather than presenting weak results as strong. It never\ncomposes a ruling that is not in the corpus.\n\n## Tools\n\nAll seven are **read-only**; none is destructive.\n\n| Tool | Purpose |\n| --- | --- |\n| `sakh_about` | System card: methodology, evidence tiers, and when to use each tool |\n| `sakh_get_fatwa` | Retrieves a juridical ruling verbatim with its source and match confidence |\n| `sakh_search_corpus` | Hybrid semantic search across lectures, writings and jurisprudence |\n| `sakh_graph_explore` | Traverses documented relations between concepts |\n| `sakh_get_communities` | Panoramic survey of the thematic clusters in a domain |\n| `sakh_subject_analysis` | Clarifies an external subject before a ruling is applied to it |\n| `sakh_glossary_lookup` | Explains a juridical term from a composite glossary |\n\n## Example prompts\n\n- *What is Ayatollah Khamenei's ruling on a traveller who intends to stay ten days in one place?*\n- *What has Ayatollah Khamenei said about the resistance economy? Cite the sources.*\n- *Map the conceptual field around wilayat al-faqih: what does it rest on, and what does it stand against?*\n\n## Publisher\n\n**SADIQOON TECHNOLOGIES LTD** — registered in England and Wales, company number\n17120720, 167–169 Great Portland Street, London, W1W 5PF.\nContact: info@sadiqoon.uk\n\n## Intended use\n\nBuilt for university faculty and researchers in Islamic studies and the\nhumanities. Read-only access to a closed, self-hosted corpus.\n\n## License\n\nDocumentation in this repository is released under the MIT License. The corpus\nand the hosted service are proprietary to SADIQOON TECHNOLOGIES LTD.\n",
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}