--- title: "concierge vs Figma-Context-MCP" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/concierge-hq-concierge-vs-glips-figma-context-mcp" tools: ["concierge-hq-concierge", "glips-figma-context-mcp"] --- # concierge vs Figma-Context-MCP *GraphCanon updated Sep 20, 2026* ## Verdict Pick concierge if concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents; pick Figma-Context-MCP if figma-Context-MCP is a TypeScript-based MCP server designed to facilitate the extraction of layout information from Figma projects for AI coding agents such as Cursor. [concierge](https://platform.getconcierge.app) reports 531 GitHub stars, 99 forks, and 55 open issues, last pushed Jun 9, 2026. [Figma-Context-MCP](https://www.framelink.ai/) has 16k stars, 1.3k forks, and 25 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [concierge's repository](https://github.com/concierge-hq/concierge) and [Figma-Context-MCP's repository](https://github.com/GLips/Figma-Context-MCP). | | [concierge](/tools/concierge-hq-concierge.md) | [Figma-Context-MCP](/tools/glips-figma-context-mcp.md) | | --- | --- | --- | | Tagline | Universal SDK for building next-gen MCP servers | MCP server for providing Figma layout info to AI coding agents | | Stars | 531 | 15,881 | | Forks | 99 | 1,262 | | Open issues | 55 | 25 | | Language | Python | TypeScript | | Adopt for | Concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents. | Figma-Context-MCP is a TypeScript-based MCP server designed to facilitate the extraction of layout information from Figma projects for AI coding agents such as Cursor. | | Persona | - | - | | Runtime | - | - | | License | Other | Figma-Context-MCP is available under the MIT License, allowing for flexible use and modification in both personal and commercial projects. | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [concierge](/tools/concierge-hq-concierge.md) | [Figma-Context-MCP](/tools/glips-figma-context-mcp.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 103d | 2d | | Open issues (now) | 55 | 25 | | Stars delta | -1 (30d) | +383 (30d) | | Open issues delta | 0 (30d) | +3 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/concierge-hq-concierge/trust.md) | [trust report](/tools/glips-figma-context-mcp/trust.md) | ## Decision facts: concierge - **Adopt for:** Concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents. ## Decision facts: Figma-Context-MCP - **Requirements:** Development and operation require proficiency with TypeScript. - **Adopt for:** Figma-Context-MCP is a TypeScript-based MCP server designed to facilitate the extraction of layout information from Figma projects for AI coding agents such as Cursor. - **License detail:** Figma-Context-MCP is available under the MIT License, allowing for flexible use and modification in both personal and commercial projects. ## Choose when ### Choose concierge if… - concierge is primarily Python; Figma-Context-MCP is TypeScript. - License: concierge is Other, Figma-Context-MCP is MIT. - Tags unique to concierge: agentic-ai, agents, automation, llm. - concierge ships Docker support for self-hosted deployment. - When you need to build self-hosted, sophisticated chatbot applications requiring integration with MCP protocols and workflow automation technologies. ### Choose Figma-Context-MCP if… - Figma-Context-MCP is primarily TypeScript; concierge is Python. - License: Figma-Context-MCP is MIT, concierge is Other. - Requirements: Development and operation require proficiency with TypeScript.. - Tags unique to Figma-Context-MCP: ai, cursor, figma, mcp. - Figma-Context-MCP ships an MCP server manifest. - When you are using Cursor or a similar AI coding agent in conjunction with Figma and need accurate layout information extracted from your designs. ## When NOT to use concierge - Avoid if you are working in environments that do not support Python or require SDK functionalities for languages other than Python. - Not suitable for projects that are constrained by licenses outside the provided 'Other' license category, which may limit interoperability and contribution freedoms. ## When NOT to use Figma-Context-MCP - Do not use if you are exclusively working on projects without a requirement for AI intervention in the coding process based on Figma designs. - If you do not utilize Figma as your primary design tool, or if your workflow does not include TypeScript-based services, this may not be suitable. ## Common questions ### What is the difference between concierge and Figma-Context-MCP? concierge: Universal SDK for building next-gen MCP servers. Figma-Context-MCP: MCP server for providing Figma layout info to AI coding agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose concierge over Figma-Context-MCP? Choose concierge over Figma-Context-MCP when concierge is primarily Python; Figma-Context-MCP is TypeScript; License: concierge is Other, Figma-Context-MCP is MIT; Tags unique to concierge: agentic-ai, agents, automation, llm; concierge ships Docker support for self-hosted deployment; When you need to build self-hosted, sophisticated chatbot applications requiring integration with MCP protocols and workflow automation technologies. ### When should I choose Figma-Context-MCP over concierge? Choose Figma-Context-MCP over concierge when Figma-Context-MCP is primarily TypeScript; concierge is Python; License: Figma-Context-MCP is MIT, concierge is Other; Requirements: Development and operation require proficiency with TypeScript.; Tags unique to Figma-Context-MCP: ai, cursor, figma, mcp; Figma-Context-MCP ships an MCP server manifest; When you are using Cursor or a similar AI coding agent in conjunction with Figma and need accurate layout information extracted from your designs. ### When should I avoid concierge? Avoid if you are working in environments that do not support Python or require SDK functionalities for languages other than Python. Not suitable for projects that are constrained by licenses outside the provided 'Other' license category, which may limit interoperability and contribution freedoms. ### When should I avoid Figma-Context-MCP? Do not use if you are exclusively working on projects without a requirement for AI intervention in the coding process based on Figma designs. If you do not utilize Figma as your primary design tool, or if your workflow does not include TypeScript-based services, this may not be suitable. ### Is concierge or Figma-Context-MCP more popular on GitHub? Figma-Context-MCP has more GitHub stars (15,881 vs 531). Stars measure visibility, not whether either tool fits your constraints. ### Are concierge and Figma-Context-MCP open source? Yes - both are open-source projects on GitHub (concierge: Other, Figma-Context-MCP: MIT). ### Where can I find alternatives to concierge or Figma-Context-MCP? GraphCanon lists graph-backed alternatives at [concierge alternatives](/tools/concierge-hq-concierge/alternatives) and [Figma-Context-MCP alternatives](/tools/glips-figma-context-mcp/alternatives) ([concierge markdown twin](/tools/concierge-hq-concierge/alternatives.md), [Figma-Context-MCP markdown twin](/tools/glips-figma-context-mcp/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/concierge-hq-concierge-vs-glips-figma-context-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, concierge or Figma-Context-MCP? concierge: Slowing. Figma-Context-MCP: 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 concierge and Figma-Context-MCP? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [concierge trust report](/tools/concierge-hq-concierge/trust); [Figma-Context-MCP trust report](/tools/glips-figma-context-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=concierge-hq-concierge`](/api/graphcanon/graph?tool=concierge-hq-concierge) - 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/_