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| <meta name="description" content="A public MCP server that lets AI assistants search and cite openly licensed CGIAR research publications."> | |
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| <h1>Ask CGIAR Research</h1> | |
| <p class="lede">A public tool that lets AI assistants search openly licensed CGIAR research | |
| publications and answer agrifood questions with citations to the source documents.</p> | |
| <div class="stats"> | |
| <div class="stat"><b>29,556</b><span>publications</span></div> | |
| <div class="stat"><b>1.0M</b><span>searchable passages</span></div> | |
| <div class="stat"><b>en · es · fr · pt</b><span>languages, cross-lingual search</span></div> | |
| </div> | |
| <p>It is a <a href="https://modelcontextprotocol.io">Model Context Protocol</a> (MCP) server, so it works | |
| with Claude and any other assistant or agent framework that supports remote MCP servers. Assistants | |
| get two tools: <code>search_cgiar_publications</code> (hybrid keyword + semantic search with country, | |
| region, year and language filters) and <code>get_cgiar_document</code> (read the passages around a hit).</p> | |
| <h2>Connect</h2> | |
| <p>Server URL: <code>https://cgiar-ask-cgiar-research.hf.space/mcp</code> (no sign-in).</p> | |
| <h3>Claude Code: plugin with search guidance (recommended)</h3> | |
| <pre><code>claude plugin marketplace add cgiar/ask-cgiar-research | |
| claude plugin install ask-cgiar-research@cgiar</code></pre> | |
| <p>The plugin adds the server and a skill that teaches the assistant how to search, read and cite the | |
| evidence. Then ask, for example: <code>/ask-cgiar-research:ask How do smallholders cope with drought in the Sahel?</code></p> | |
| <h3>Claude Code: server only</h3> | |
| <pre><code>claude mcp add --transport http cgiar-research https://cgiar-ask-cgiar-research.hf.space/mcp</code></pre> | |
| <h3>Claude.ai and Claude Desktop</h3> | |
| <p>Customize → Connectors → <b>Add custom connector</b>, paste the server URL, and choose no sign-in. | |
| For better answers, also upload the skill (<a href="https://huggingface.co/spaces/CGIAR/ask-cgiar-research/resolve/main/plugin/ask-cgiar-research-skill.zip">ask-cgiar-research-skill.zip</a>) | |
| under Customize → Skills.</p> | |
| <h3>Other assistants and agent frameworks</h3> | |
| <p>Add the server URL as a remote MCP server using streamable HTTP transport. The server sends usage | |
| guidance to clients that support MCP server instructions.</p> | |
| <h2>What is included</h2> | |
| <p>Publications from the <a href="https://gardian.cgiar.org">GARDIAN</a>-indexed CGIAR research outputs that carry an | |
| open license allowing redistribution: CC-BY (27,771), CC-BY-SA (1,630) and CC0 (155). About 84% are | |
| full text; the rest are abstracts. Tables and figure text were removed during processing, so check the | |
| source document for exact figures. Coverage is uneven: if nothing is found, that is not evidence that | |
| no CGIAR research exists on the topic.</p> | |
| <div class="note">Answers produced with this tool are generated by AI from CGIAR publications. They are | |
| <b>not official CGIAR positions</b>, and they can contain errors. Always check the cited sources.</div> | |
| <h2>Privacy and usage data</h2> | |
| <p>To report on use, CGIAR records for each tool call: the time, the tool, the search query after | |
| automated removal of personal information (names, emails, phone numbers, URLs, ID numbers and precise | |
| coordinates), filters, the documents returned, response time, the name of the client application, and a | |
| session identifier that changes daily. <b>IP addresses and raw queries are not stored.</b> Records are kept | |
| in a private CGIAR repository for 24 months and then deleted. Automated removal is not perfect, so please | |
| do not include personal details in questions.</p> | |
| <h2>Licensing</h2> | |
| <p>Each result shows its document's license and source URL. Reuse of passages must follow that license | |
| (attribution for CC-BY; attribution and share-alike for CC-BY-SA). The server code is released under the | |
| Apache License 2.0.</p> | |
| <h2>Contact</h2> | |
| <p>Questions and feedback: Jawoo Koo, via the <a href="https://www.ifpri.org/contact-us/">IFPRI contact form</a>.</p> | |
| <footer> | |
| Owned and operated by <b>CGIAR</b>. Developed under the <b>GAIA project</b>, funded by the | |
| <b>Gates Foundation</b> and <b>UK International Development (FCDO)</b>, with the support of the | |
| <b>CGIAR Digital Transformation Accelerator</b> program. | |
| <br>Version 0.2.0 · <a href="/health">Service status</a> | |
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