[AISTATS2021] Official implementation of "Sample Elicitation"
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Apr 12, 2021 - Python
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elicitation
Here are 11 public repositories matching this topic...
Running UK AISI's Inspect in the Cloud
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May 6, 2026 - Python
MCP as a Judge is a behavioral MCP that strengthens AI coding assistants by requiring explicit LLM evaluations
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Dec 15, 2025 - Python
Course-ready CLI reference for the Model Context Protocol. Demonstrates all six MCP primitives (tools, resources, prompts, sampling, elicitation, roots) wired to Anthropic's Claude. Adapted from Anthropic Academy for O'Reilly Live Training.
pythonmcpsamplingrootsoreillyclaudeelicitationteaching-demoanthropicmodel-context-protocolfastmcpcontext-engineering
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May 25, 2026 - Python
REST bridge to the MCP ecosystem, powered by mcp-use
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May 6, 2026 - Python
Enhanced FastMCP server with real-time progress reporting, Pydantic elicitation, context logging & Claude Sonnet 4.5 integration — file operations with BASE_DIR security
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May 12, 2026 - Python
Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.
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May 15, 2026 - Python
MCP server for conversational meal planning with OAuth 2.1 auth, multi-step elicitation, LLM sampling, and background tasks. Built with FastMCP, deployed to GKE.
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Jan 10, 2026 - Python
Transparent MCP proxy that gates destructive tool calls behind human approval — elicitation, webhooks, WhatsApp. Drop-in for any MCP server.
mcpwhatsappai-safetyapprovalhuman-in-the-loopclaudeelicitationguardrailsolivetinmodel-context-protocolmcp-servermcp-proxyopenclaw
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Mar 25, 2026 - Python
A meeting becomes a scope tree a build can run against. Agent skills for Claude Code and Codex.
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Aug 12, 2026 - Python
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