--- title: "Figma-Context-MCP vs learn-claude-code" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/glips-figma-context-mcp-vs-shareai-lab-learn-claude-code" tools: ["glips-figma-context-mcp", "shareai-lab-learn-claude-code"] --- # Figma-Context-MCP vs learn-claude-code *GraphCanon updated Jul 11, 2026* ## Verdict Pick Figma-Context-MCP when figma-Context-MCP is primarily TypeScript; learn-claude-code is Python; pick learn-claude-code when learn-claude-code is primarily Python; Figma-Context-MCP is TypeScript. [Figma-Context-MCP](https://www.framelink.ai/) reports 15k GitHub stars, 1.2k forks, and 22 open issues, last pushed Jul 3, 2026. [learn-claude-code](https://learn.shareai.run) has 71k stars, 12k forks, and 62 open issues, last pushed Jun 26, 2026. Figures are from public GitHub metadata via [Figma-Context-MCP's repository](https://github.com/GLips/Figma-Context-MCP) and [learn-claude-code's repository](https://github.com/shareAI-lab/learn-claude-code). | | [Figma-Context-MCP](/tools/glips-figma-context-mcp.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Tagline | MCP server to provide Figma layout information to AI coding agents like Cursor | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | | Stars | 15,366 | 70,653 | | Forks | 1,211 | 11,506 | | Open issues | 22 | 62 | | Language | TypeScript | Python | | Adopt for | - | Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT License | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Figma-Context-MCP](/tools/glips-figma-context-mcp.md) | [learn-claude-code](/tools/shareai-lab-learn-claude-code.md) | | --- | --- | --- | | Days since push | 7d | 14d | | Open issues (now) | 22 | 62 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/glips-figma-context-mcp/trust.md) | [trust report](/tools/shareai-lab-learn-claude-code/trust.md) | ## Decision facts: learn-claude-code - **Requirements:** Min 1 GB RAM - **Adopt for:** Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts. - **License detail:** MIT License ## Choose when ### Choose Figma-Context-MCP if… - Figma-Context-MCP is primarily TypeScript; learn-claude-code is Python. - Tags unique to Figma-Context-MCP: ai, cursor, figma, mcp. - More recently updated (last pushed Jul 3, 2026). ### Choose learn-claude-code if… - learn-claude-code is primarily Python; Figma-Context-MCP is TypeScript. - Requirements: Min 1 GB RAM. - Tags unique to learn-claude-code: agent-development, ai-agent, claude-code, educational. - When you prefer leveraging both Bash scripting and Python for developing AI agents. ## When NOT to use Figma-Context-MCP - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use learn-claude-code - For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. - If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ## Common questions ### What is the difference between Figma-Context-MCP and learn-claude-code? Figma-Context-MCP: MCP server to provide Figma layout information to AI coding agents like Cursor. learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. See the comparison table for live GitHub stats and shared categories. ### When should I choose Figma-Context-MCP over learn-claude-code? Choose Figma-Context-MCP over learn-claude-code when Figma-Context-MCP is primarily TypeScript; learn-claude-code is Python; Tags unique to Figma-Context-MCP: ai, cursor, figma, mcp; More recently updated (last pushed Jul 3, 2026). ### When should I choose learn-claude-code over Figma-Context-MCP? Choose learn-claude-code over Figma-Context-MCP when learn-claude-code is primarily Python; Figma-Context-MCP is TypeScript; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, ai-agent, claude-code, educational; When you prefer leveraging both Bash scripting and Python for developing AI agents. ### When should I avoid Figma-Context-MCP? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid learn-claude-code? For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites. ### Is Figma-Context-MCP or learn-claude-code more popular on GitHub? learn-claude-code has more GitHub stars (70,653 vs 15,366). Stars measure visibility, not whether either tool fits your constraints. ### Are Figma-Context-MCP and learn-claude-code open source? Yes - both are open-source projects on GitHub (Figma-Context-MCP: MIT, learn-claude-code: MIT). ### Where can I find alternatives to Figma-Context-MCP or learn-claude-code? GraphCanon lists graph-backed alternatives at [Figma-Context-MCP alternatives](/tools/glips-figma-context-mcp/alternatives) and [learn-claude-code alternatives](/tools/shareai-lab-learn-claude-code/alternatives) ([Figma-Context-MCP markdown twin](/tools/glips-figma-context-mcp/alternatives.md), [learn-claude-code markdown twin](/tools/shareai-lab-learn-claude-code/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/glips-figma-context-mcp-vs-shareai-lab-learn-claude-code.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Figma-Context-MCP or learn-claude-code? Figma-Context-MCP: Active. learn-claude-code: 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 Figma-Context-MCP and learn-claude-code? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Figma-Context-MCP trust report](/tools/glips-figma-context-mcp/trust); [learn-claude-code trust report](/tools/shareai-lab-learn-claude-code/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=glips-figma-context-mcp`](/api/graphcanon/graph?tool=glips-figma-context-mcp) - 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/_