Elfsight AI Chatbot
elfsight/ai-chatbot-mcp
Reads the data behind your Elfsight AI Chatbot widgets so an agent can report on them without copy and paste. Eight tools: list_assistants, get_analytics over 7, 30 or 90 days, search_conversations and get_conversation, list_leads, search_knowledge, list_knowledge_gaps for questions the bot could not answer, and answer_knowledge_gap, the only write tool, which adds an answer to the knowledge base. Lead names, emails and phone numbers come back masked, and access covers only the AI Chatbot widgets on your Elfsight account. Add it in Claude Code with claude mcp add --transport http elfsight-ai-chatbot https://mcp.elfchatbot.com/mcp, then run /mcp and choose Authenticate. Sign-in is OAuth, with no key. Ready-made prompts cover a weekly report, a knowledge gap review and lead follow-up.
- GitHub stars
- 2
- tools
- 8
- transport
- HTTP
- last updated
- Oct 19, 2026
Tools
8 toolsPublic tool metadata for what this MCP can expose to an agent.
list_assistantsExample request: Which AI Chatbot widgets do I have?
Example request: Which AI Chatbot widgets do I have?
No parameter schema in public metadata yet.
get_analyticsExample request: How did my AI Chatbot perform over the last 30 days?
Example request: How did my AI Chatbot perform over the last 30 days?
No parameter schema in public metadata yet.
search_conversationsExample request: Show me conversations from last week about shipping.
Example request: Show me conversations from last week about shipping.
No parameter schema in public metadata yet.
get_conversationExample request: What happened in conversation `<id>`?
Example request: What happened in conversation `<id>`?
No parameter schema in public metadata yet.
list_leadsExample request: List the new leads from this week that I haven't reviewed yet.
Example request: List the new leads from this week that I haven't reviewed yet.
No parameter schema in public metadata yet.
search_knowledgeExample request: Does my knowledge base say anything about refunds?
Example request: Does my knowledge base say anything about refunds?
No parameter schema in public metadata yet.
list_knowledge_gapsExample request: What do visitors ask that my assistant can't answer?
Example request: What do visitors ask that my assistant can't answer?
No parameter schema in public metadata yet.
answer_knowledge_gapExample request: Add this as a knowledge base answer and close that gap.
Example request: Add this as a knowledge base answer and close that gap.
No parameter schema in public metadata yet.
Sponsors
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Elfsight AI Chatbot — MCP Server
This repository holds the documentation and the registry manifest (
server.json) of the Elfsight AI Chatbot MCP server. The server itself is hosted by Elfsight; there is nothing to build or run here. For help, contact Elfsight Help Center.
A remote Model Context Protocol server over your Elfsight AI Chatbot widget data. Point an MCP-capable AI agent at it and it can read your conversations, leads, knowledge base and analytics — and add answers to your knowledge base — without you copy-pasting anything into a chat window.
The server is account-scoped: once you sign in, the agent can reach every AI Chatbot widget on your Elfsight account, and nothing else (no other Elfsight products or data).
Server URL: https://mcp.elfchatbot.com/mcp (Streamable HTTP).
Connect
Details
- Repository
- github.com/elfsight/ai-chatbot-mcp
- Website
- elfchatbot.com
- Categories
- AI & LLM Tools, Documents & Knowledge, Monitoring & Observability
- Transport
- HTTP
- Registry
- MCP registry, active
