I Built an Open-Source Threads Analytics Tool with 31 Charts, a Mac App, and MCP Support

说明与用途

Threads Analytics 提供 31 个图表、本地 Mac 应用和 MCP 支持，帮助创作者分析 Threads 的历史数据并做出数据驱动的决策。

问题

Creators and developers needed a way to analyze Meta’s Threads performance across their entire posting history, rather than relying on intuition or single post metrics.

结果

The tool delivers actionable insights through 31 charts, a local Mac app, and AI‑agent integration, enabling creators to base decisions on their own historical Threads data.

工作流

• 1. Connect Threads API to retrieve account and post data.
• 2. Store data in PostgreSQL for web deployment or SQLite for the Mac app.
• 3. Generate 31 analytics charts covering posting activity, engagement, content performance, and follower growth.
• 4. Offer a native‑like Mac desktop app that runs locally without a separate server.
• 5. Run an MCP server to expose analytics data to AI agents such as Claude Code, Codex, and Cursor.
• 6. Allow users to query the MCP server with natural language prompts to analyze best posts, suggest posting times, or recommend topics.

证据

It's a free, open-source analytics tool for Meta's Threads, built to help creators and developers understand their content performance using their own data.

来源

The dashboard includes analytics for posting activity, engagement, content performance, follower growth, and more.

来源

For v1.0.0, I also released a Mac desktop version.

来源

With MCP, tools like Claude Code, Codex, and Cursor can access analytics data through the project's MCP server.

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