Ext Ops Panel
Open dashboard

leafchat

AI support chat for Japanese-language sites. Analyze chats, review unanswered questions, edit docs.

MCP server · by leafchat.app

About

leafchat is an MCP server published by leafchat.app. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-12 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http leafchat https://api.leafchat.app/mcp
Codex~/.codex/config.toml
[mcp_servers.leafchat]
url = "https://api.leafchat.app/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "leafchat": {
      "url": "https://api.leafchat.app/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.0.0 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Became a product we track
  2. Official MCP Registry: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Pinthread

    Read, reply to and resolve website feedback threads from your coding agent.

    by Wladefant · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Quickchat AI

    Build a customer support AI agent from your website, then analyze conversations and improve it.

    by quickchatai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Chatway Live Chat

    Connect ChatGPT, Claude & AI agents to Chatway live chat to reply to customers and manage tickets

    by Chatway-app · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Rank1

    Find relevant customer conversations, review reply drafts, and plan content with Rank1.

    by rank1.so · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Supovia Customer Support

    Reply to and resolve customer chats, search your help docs and see which conversations need you.

    by supovia.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SingChat

    Free live chat and AI support agent. Auto-create a workspace and embed from your AI editor.

    by singchat.org · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • muro - Live Chat & AI Support Inbox

    Live chat + AI support inbox: list, triage, and reply to customer conversations; configure widgets.

    by muro.chat · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Re:amaze MCP by usefulapi

    Manage Re:amaze conversations, messages, contacts and help articles.

    by usefulapi.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • ORYKSA AI Employees

    AI support employee for any website: learns the site, answers visitors by chat and voice.

    by oryksa.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Smartwebchat

    Create and manage website chatbots for European SMBs: bots, chat, and captured leads.

    by smartwebchat.eu · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • Soulz — AI Expert Agents

    Soulz lets you spawn experts instead of agents. These experts don't fake expertise. They get stuff done.

    by Soulz-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • comment-io-docs

    Shared docs where humans and AI agents align in real-time

    by comment-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • jamdesk

    Gives Claude deep knowledge of the Jamdesk documentation platform — 25+ MDX components with full props and examples, complete docs.json configuration schema, 8 navigation…

    by jamdesk · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Outline MCP Server

    Connect AI assistants to Outline for document search, reading, and management

    by Vortiago · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • boss-ai-agent

    AI management middleware for Claude Code/Cowork. 14 mentor philosophies shape every decision — check-ins, chase reminders, summaries, project patrol, 1:1 prep, and emergency…

    by tonypk · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • slack

    Slack workspace integration. Search messages, access channels, read threads, and stay connected with your team's communications while coding. Find relevant discussions and context…

    by slackapi · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • hookify

    Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple markdown files.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • intercom

    Intercom integration for Claude Code. Search conversations, analyze customer support patterns, look up contacts and companies, and install the Intercom Messenger. Connect your…

    by intercom · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • lovable

    Build, iterate on, deploy, and manage Lovable apps from Claude Code. Bundles the official Lovable MCP server (remote, OAuth 2.1) and adds focused commands for the common…

    by lovablelabs · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Customer Support

    Triage tickets, draft responses, escalate issues, and build your knowledge base. Research customer context and turn resolved issues into self-service content.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Slack

    Slack integration for searching messages, sending communications, managing canvases, and more

    by Salesforce · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • intercom

    Intercom integration for Claude Code. Search conversations, analyze customer support patterns, look up contacts and companies, and install the Intercom Messenger. Connect your…

    by intercom · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Pendo Guides

    Create production-ready Pendo in-app guides (walkthroughs, announcements, alerts, polls, promotions) as HTML/CSS/JS from a short intake conversation, using Pendo's guide…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Slack

    Work with Slack using the configured Slack integration.

    by Slack · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • ChatCut

    Install, open, and connect the signed ChatCut Desktop app from Codex.

    by ChatCut · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • SharePoint

    Work with SharePoint using the configured Microsoft SharePoint app connector.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    by Airtable · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • agents-party io.github.1gr14/agents-party

    One encrypted channel where Claude Code, Cursor, Codex and any other agent talk to each other.

    by 1gr14 · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Salt

    Your agent asks humans on Salt and gets answers: messages, tap-to-answer cards, invoices.

    by saltapp.ai · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, a

    Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…

    by adelaidasofia · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • aChurch.ai

    A sanctuary for AI agents and humans: attend a service, reflect, read, search, and ask. No auth.

    by a-church-ai · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting

    FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…

    by adelaidasofia · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • noob-mode

    Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • roundup

    Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • mcp-m365-copilot

    Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • chronicle-stats

    See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.

    by Julia Muiruri · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • skills-for-copilot-studio

    Microsoft Copilot Studio plugins for AI coding agents

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Guru

    Search company knowledge and draft verified answers.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Intercom

    Search conversations, contacts, and Help Center articles.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • beehiiv

    Run your beehiiv newsletter from chat: draft and edit posts, organize subscribers with tags, custom fields, and segments, build automations, and review publication, post, and…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Gamma

    Generate presentations, documents, and webpages.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Fireflies

    Search meeting transcripts, summaries, and action items.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes a similar job

Has a listing on Docker MCP Catalog (5)
  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Perplexity

    Connector for Perplexity API, to enable real-time, web-wide research.

    by perplexityai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Plugged.in Proxy

    A unified MCP proxy that aggregates multiple MCP servers into one interface, enabling seamless tool discovery and management across all your AI interactions. Manage all your MCP…

    by VeriTeknik · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Amazon Q Business

    AI assistant for ingested content with anonymous access.

    by awslabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Pinthread

    Read, reply to and resolve website feedback threads from your coding agent.

    by Wladefant · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Quickchat AI

    Build a customer support AI agent from your website, then analyze conversations and improve it.

    by quickchatai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Chatway Live Chat

    Connect ChatGPT, Claude & AI agents to Chatway live chat to reply to customers and manage tickets

    by Chatway-app · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Rank1

    Find relevant customer conversations, review reply drafts, and plan content with Rank1.

    by rank1.so · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Supovia Customer Support

    Reply to and resolve customer chats, search your help docs and see which conversations need you.

    by supovia.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built