The request "elicit" is ambiguous: it could mean eliciting structured answers from a user, prompting an AI for requirements, or a specific tool. The most direct match is Elicitly 1, which lets AI prompts and agent skills ask users for confirmations and choices over MCP. Other candidates are prompt-refinement and requirements tools, but they do not clearly perform user elicitation.
A question back: Do you mean eliciting answers from a user inside an AI workflow, refining a prompt through questions, or something else (such as a specific product named elicit)?
- 1
Elicitlyelicitly.aiwebsite read, tools not yet checked
Lets AI prompts and Agent Skills ask a user to confirm, show, choose or approve through a native dialog rendered by the MCP host, using an elicit_confirm tool call, without building an MCP server 1.
- 2
GitHubgithub.comverified and signed
Hosts the boost-prompt workflow, which interrogates a task's scope, deliverables and constraints through interactive questions and copies the refined prompt as markdown 12.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,563 community tools built for it
for agents: boost-prompt · remember-interactive-programming · breakdown-epic-pm
Sources
- 1Elicitly Your AI has questions. Your users have answers.elicitly.ai · read 2026-10-29
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 12boost-prompt: declares "boost-prompt" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
· Elicitly website read, tools not yet checked
Your AI has questions. Your users have answers. Elicitly gives prompts and Agent Skills rich displays and human-in-the-loop approvals over MCP without building an MCP server.
boost-prompt · boost-prompt verified and signed
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.
agentic-workflows · agentic-workflows verified and signed
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
slack · slackclient verified and signed
· Ollama website read, tools not yet checked
Ollama is the easiest way to run and build with open AI models locally or in the cloud on macOS, Windows, and Linux.
· Langchain Google website read, tools not yet checked
LangChain enables every company to own their intelligence. Control, govern, and compound intelligence with an open agent engineering platform.
elastic · elasticsearch verified and signed
eli5 · eli5 verified and signed
Transform technical jargon into clear explanations using before/after comparisons, metaphors, and practical context
GetEntitlementsActiveEntitlementsId · Stripe API verified and signed
Retrieve an active entitlement
eli5 · eli5 verified and signed
Explain a topic like I'm a 5 year old. Use when the user types /eli5 <topic> or asks for a dead-simple picture explainer of how something works.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.