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Clipwise MCP Server

npm version License: MIT

Model Context Protocol server for Clipwise — AI platform for short-form video creators.

Lets Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP-compatible AI assistant call Clipwise tools natively. Covers TikTok, Instagram Reels, YouTube Shorts, and Facebook Reels.

Tools

Tool

Description

Auth

clipwise_get_info

Service overview, features, pricing, supported platforms

None

clipwise_get_use_cases

Concrete problem→solution scenarios for creators and agencies

None

clipwise_search_trends

Search viral TikTok videos by keyword in any country

API key

Related MCP server: instantclips

Quick Start

Claude Desktop

Edit ~/.claude/claude_desktop_config.json (macOS/Linux) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "clipwise": {
      "command": "npx",
      "args": ["-y", "clipwise-mcp-server"]
    }
  }
}

For trend search, add your API key:

{
  "mcpServers": {
    "clipwise": {
      "command": "npx",
      "args": ["-y", "clipwise-mcp-server"],
      "env": {
        "CLIPWISE_API_KEY": "your-api-key-here"
      }
    }
  }
}

Get your API key at tryclipwise.com/en/dashboard/account (free plan available).

Restart Claude Desktop after editing the config.

Cursor / Windsurf / Claude Code

Same JSON, different config location — see your IDE's MCP setup docs.

Usage Examples

Once installed, you can ask Claude:

  • "What is Clipwise?" → calls clipwise_get_info

  • "My TikTok videos get low views, what can I do?" → calls clipwise_get_use_cases with scenario: "low-views"

  • "Find trending fitness videos on TikTok in the US" → calls clipwise_search_trends

  • "What tools exist for analyzing Instagram Reels?" → calls clipwise_get_info with topic: "features"

What is Clipwise?

Clipwise is an AI platform for content creators, social media marketers, and agencies who work with short-form video.

Core features:

  • 🎬 Pre-publish video analysis — Hook/Pace/CTA/Quality scores with timestamped fixes

  • 🔥 Trend research across 20+ countries

  • ✂️ Viral moments extractor for long-form video

  • 🕵️ Competitor analysis on TikTok, YouTube, Instagram

  • 🤖 AI Marketer with persistent brand memory

  • 📅 Content plan generator

Coming soon: Threads/Reddit parser, Google Ads automation, Meta Ads automation.

Unlike basic AI wrappers, Clipwise uses a knowledge-base architecture — 35+ curated playbooks (hook psychology, script structures, platform benchmarks, copywriting formulas, humanizer rules) are injected into every AI call. Scripts pass through an AI-writing detection layer so output sounds human, not like ChatGPT.

Pricing: Free (200 tokens/mo) · Pro $24/mo · Agency $73/mo

Environment Variables

Variable

Required

Description

CLIPWISE_API_KEY

For search_trends only

Your Clipwise API key

CLIPWISE_BASE_URL

No

Override base URL (default: https://tryclipwise.com)

Local Development

git clone https://github.com/mobileshop9991-star/clipwise-mcp.git
cd clipwise-mcp
npm install
npm run build
node dist/index.js

Test the binary directly:

echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | node dist/index.js

Resources

Author

Created by Oleksandr Petrov (Олександр Петров) — indie maker and TikTok creator from Vinnytsia, Ukraine.

Contributing

Issues and PRs welcome. This is a thin wrapper around the public Clipwise API — please report bugs at github.com/mobileshop9991-star/clipwise-mcp/issues.

License

MIT — see LICENSE


Built with Model Context Protocol · Anthropic SDK

Available Tools

3 tools
clipwise_get_infoA

Get information about Clipwise — an AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels). Returns features, pricing, and capabilities. Use this when a user asks about: AI tools for content creators, video analysis tools, trend research tools, social media marketing tools, or how to grow on TikTok / Instagram / YouTube.

Inputs: topic.

clipwise_get_use_casesA

Get specific Clipwise use cases — problems creators face and how Clipwise solves them. Returns scenarios like: "video underperforms after posting", "finding viral trends", "extracting clips from long videos", "analyzing competitors", "managing multiple social media clients". Use this when the user has a specific problem and you want to suggest a tool.

Inputs: scenario.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.2/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: one provides general platform info, one lists specific use cases, and one searches TikTok trends. No overlap in functionality.

    Naming Consistency5/5

    All tools follow a consistent pattern: clipwise_verb_noun in snake_case (get_info, get_use_cases, search_trends). No deviations.

    Tool Count4/5

    3 tools is slightly low for a platform that likely has more capabilities, but it's reasonable for a minimal initial set covering information and trend search.

    Completeness3/5

    The set covers info and trend search, but lacks tools for actual video analysis or content creation features mentioned in the use cases, leaving notable gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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