--- title: "xiaozhi-esp32 vs mcpc" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/78-xiaozhi-esp32-vs-apify-mcpc" tools: ["78-xiaozhi-esp32", "apify-mcpc"] --- # xiaozhi-esp32 vs mcpc *GraphCanon updated Sep 30, 2026* ## Verdict Pick xiaozhi-esp32 if xiaozhi-esp32 uses the ESP32 microcontroller with MCP for a localized AI experience; pick mcpc if mcpc is a CLI client for interacting with Model Context Protocol in TypeScript, providing support for persistent sessions, OAuth 2.1, task handling, JSON output, and proxy capabilities. [xiaozhi-esp32](https://xiaozhi.me) reports 30k GitHub stars, 7.0k forks, and 666 open issues, last pushed Sep 19, 2026. [mcpc](https://npmjs.com/package/@apify/mcpc) has 890 stars, 88 forks, and 24 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [xiaozhi-esp32's repository](https://github.com/78/xiaozhi-esp32) and [mcpc's repository](https://github.com/apify/mcpc). | | [xiaozhi-esp32](/tools/78-xiaozhi-esp32.md) | [mcpc](/tools/apify-mcpc.md) | | --- | --- | --- | | Tagline | An MCP-based chatbot | CLI client for MCP protocol with support for persistent sessions, OAuth, tasks, JSON output, and proxy. | | Stars | 30,071 | 890 | | Forks | 6,999 | 88 | | Open issues | 666 | 24 | | Language | C++ | TypeScript | | Adopt for | xiaozhi-esp32 uses the ESP32 microcontroller with MCP for a localized AI experience. | mcpc is a CLI client for interacting with Model Context Protocol in TypeScript, providing support for persistent sessions, OAuth 2.1, task handling, JSON output, and proxy capabilities. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [xiaozhi-esp32](/tools/78-xiaozhi-esp32.md) | [mcpc](/tools/apify-mcpc.md) | | --- | --- | --- | | Open issues (now) | 666 | 24 | | Stars delta | +1.7k (30d) | +157 (30d) | | Open issues delta | -2 (30d) | +6 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/78-xiaozhi-esp32/trust.md) | [trust report](/tools/apify-mcpc/trust.md) | ## Decision facts: xiaozhi-esp32 - **Adopt for:** xiaozhi-esp32 uses the ESP32 microcontroller with MCP for a localized AI experience. ## Decision facts: mcpc - **Requirements:** Does not require Docker, can be integrated easily within environments without Docker support. - **Adopt for:** mcpc is a CLI client for interacting with Model Context Protocol in TypeScript, providing support for persistent sessions, OAuth 2.1, task handling, JSON output, and proxy capabilities. - **License detail:** Apache-2.0 ## Choose when ### Choose xiaozhi-esp32 if… - xiaozhi-esp32 is primarily C++; mcpc is TypeScript. - License: xiaozhi-esp32 is MIT, mcpc is Apache-2.0. - Tags unique to xiaozhi-esp32: chatbot, esp32, mcp. - Need a lightweight chatbot that can operate on low-power devices ### Choose mcpc if… - mcpc is primarily TypeScript; xiaozhi-esp32 is C++. - License: mcpc is Apache-2.0, xiaozhi-esp32 is MIT. - Requirements: Does not require Docker, can be integrated easily within environments without Docker support.. - Tags unique to mcpc: ai-agents, cli, command-line, mcp-client. - Also covers Developer Tools. - mcpc ships an MCP server manifest. - If you require a command-line interface compatible with the Model Context Protocol to manage AI agents or workflows involving TypeScript code execution and task handling. ## When NOT to use xiaozhi-esp32 - Require complex AI processing better suited to higher-end processors - Seeking solutions with extensive cloud-based language model integration ## When NOT to use mcpc - In scenarios that specifically demand a graphical user interface over CLI, as mcpc solely offers terminal-based operations with no GUI alternative. - If your project strictly uses languages other than TypeScript or has no need for the MCP protocol, considering mcpc's capabilities are built around these. ## Common questions ### What is the difference between xiaozhi-esp32 and mcpc? xiaozhi-esp32: An MCP-based chatbot. mcpc: CLI client for MCP protocol with support for persistent sessions, OAuth, tasks, JSON output, and proxy.. See the comparison table for live GitHub stats and shared categories. ### When should I choose xiaozhi-esp32 over mcpc? Choose xiaozhi-esp32 over mcpc when xiaozhi-esp32 is primarily C++; mcpc is TypeScript; License: xiaozhi-esp32 is MIT, mcpc is Apache-2.0; Tags unique to xiaozhi-esp32: chatbot, esp32, mcp; Need a lightweight chatbot that can operate on low-power devices. ### When should I choose mcpc over xiaozhi-esp32? Choose mcpc over xiaozhi-esp32 when mcpc is primarily TypeScript; xiaozhi-esp32 is C++; License: mcpc is Apache-2.0, xiaozhi-esp32 is MIT; Requirements: Does not require Docker, can be integrated easily within environments without Docker support.; Tags unique to mcpc: ai-agents, cli, command-line, mcp-client; Also covers Developer Tools; mcpc ships an MCP server manifest; If you require a command-line interface compatible with the Model Context Protocol to manage AI agents or workflows involving TypeScript code execution and task handling. ### When should I avoid xiaozhi-esp32? Require complex AI processing better suited to higher-end processors Seeking solutions with extensive cloud-based language model integration ### When should I avoid mcpc? In scenarios that specifically demand a graphical user interface over CLI, as mcpc solely offers terminal-based operations with no GUI alternative. If your project strictly uses languages other than TypeScript or has no need for the MCP protocol, considering mcpc's capabilities are built around these. ### Is xiaozhi-esp32 or mcpc more popular on GitHub? xiaozhi-esp32 has more GitHub stars (30,071 vs 890). Stars measure visibility, not whether either tool fits your constraints. ### Are xiaozhi-esp32 and mcpc open source? Yes - both are open-source projects on GitHub (xiaozhi-esp32: MIT, mcpc: Apache-2.0). ### Where can I find alternatives to xiaozhi-esp32 or mcpc? GraphCanon lists graph-backed alternatives at [xiaozhi-esp32 alternatives](/tools/78-xiaozhi-esp32/alternatives) and [mcpc alternatives](/tools/apify-mcpc/alternatives) ([xiaozhi-esp32 markdown twin](/tools/78-xiaozhi-esp32/alternatives.md), [mcpc markdown twin](/tools/apify-mcpc/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/78-xiaozhi-esp32-vs-apify-mcpc.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, xiaozhi-esp32 or mcpc? xiaozhi-esp32: Very active. mcpc: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for xiaozhi-esp32 and mcpc? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [xiaozhi-esp32 trust report](/tools/78-xiaozhi-esp32/trust); [mcpc trust report](/tools/apify-mcpc/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=78-xiaozhi-esp32`](/api/graphcanon/graph?tool=78-xiaozhi-esp32) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_