Comparison
Figma-Context-MCP vs graphify
Verdict
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; pick graphify if graphify transforms codebases into a queryable knowledge graph using local deterministic AST parsing, making it a powerful tool for developers who need to analyze and query their codebase comprehensively.
Markdown twin · Figma-Context-MCP alternatives · graphify alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | Figma-Context-MCP | graphify |
|---|---|---|
| Maintenance | Very active (2d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Figma-Context-MCP
- MCP server for providing Figma layout info to AI coding agents
- graphify
- Transforms codebases into a queryable knowledge graph
Stars
- Figma-Context-MCP
- 16k
- graphify
- 119k
Forks
- Figma-Context-MCP
- 1.3k
- graphify
- 12k
Open issues
- Figma-Context-MCP
- 25
- graphify
- 1.4k
Language
- Figma-Context-MCP
- TypeScript
- graphify
- Python
Adopt for
- Figma-Context-MCP
- 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.
- graphify
- Graphify transforms codebases into a queryable knowledge graph using local deterministic AST parsing, making it a powerful tool for developers who need to analyze and query their codebase comprehensively.
Persona
- Figma-Context-MCP
- -
- graphify
- -
Runtime
- Figma-Context-MCP
- -
- graphify
- -
License
- Figma-Context-MCP
- Figma-Context-MCP is available under the MIT License, allowing for flexible use and modification in both personal and commercial projects.
- graphify
- Apache-2.0
Last pushed
- Figma-Context-MCP
- Sep 18, 2026
- graphify
- Sep 16, 2026
Categories
- Figma-Context-MCP
- AI Agents, Developer Tools
- graphify
- AI Agents, Developer Tools
Trust and health
Days since push
- Figma-Context-MCP
- 2d
- graphify
- 1d
Open issues (now)
- Figma-Context-MCP
- 25
- graphify
- 1.4k
Stars delta
- Figma-Context-MCP
- +383 (30d)
- graphify
- +12k (30d)
Open issues delta
- Figma-Context-MCP
- +3 (30d)
- graphify
- +416 (30d)
Owner type
- Figma-Context-MCP
- User
- graphify
- Organization
Full report
- Figma-Context-MCP
- Trust report
- graphify
- Trust report
Choose Figma-Context-MCP if…
- Figma-Context-MCP is primarily TypeScript; graphify is Python.
- License: Figma-Context-MCP is MIT, graphify is Apache-2.0.
- 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 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.
Choose graphify if…
- graphify is primarily Python; Figma-Context-MCP is TypeScript.
- License: graphify is Apache-2.0, Figma-Context-MCP is MIT.
- Pricing: Graphify is available under the Apache-2.0 license, which is free to use, but additional features or services may be available for a fee..
- Requirements: Min 2 GB RAM; Ensure you install the correct PyPI package `graphifyy` (double-y) to avoid using unaffiliated packages..
- Tags unique to graphify: ai-agents, ast, code-analysis, code-search.
- graphify ships Docker support for self-hosted deployment.
- When you need to convert your codebase, including documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph locally.
When NOT to use graphify
- If you prefer tools that rely on vector stores for their operations, as Graphify does not use vector stores.
- When you need a tool that integrates with cloud services for parsing and querying, as Graphify operates locally.
- If you are looking for a tool that does not provide detailed explanations for every edge in the graph.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GLips/Figma-Context-MCP) · observed Sep 20, 2026
- GitHub forks (GLips/Figma-Context-MCP) · observed Sep 20, 2026
- Last push (GLips/Figma-Context-MCP) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Graphify-Labs/graphify) · observed Sep 20, 2026
- GitHub forks (Graphify-Labs/graphify) · observed Sep 20, 2026
- Last push (Graphify-Labs/graphify) · observed Sep 16, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: Figma-Context-MCP 16k · graphify 119k (synced Sep 20, 2026).
Common questions
- What is the difference between Figma-Context-MCP and graphify?
- Figma-Context-MCP: MCP server for providing Figma layout info to AI coding agents. graphify: Transforms codebases into a queryable knowledge graph. See the comparison table for live GitHub stats and shared categories.
- When should I choose Figma-Context-MCP over graphify?
- Choose Figma-Context-MCP over graphify when Figma-Context-MCP is primarily TypeScript; graphify is Python; License: Figma-Context-MCP is MIT, graphify is Apache-2.0; 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 choose graphify over Figma-Context-MCP?
- Choose graphify over Figma-Context-MCP when graphify is primarily Python; Figma-Context-MCP is TypeScript; License: graphify is Apache-2.0, Figma-Context-MCP is MIT; Pricing: Graphify is available under the Apache-2.0 license, which is free to use, but additional features or services may be available for a fee.; Requirements: Min 2 GB RAM; Ensure you install the correct PyPI package
graphifyy(double-y) to avoid using unaffiliated packages.; Tags unique to graphify: ai-agents, ast, code-analysis, code-search; graphify ships Docker support for self-hosted deployment; When you need to convert your codebase, including documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph locally. - 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.
- When should I avoid graphify?
- If you prefer tools that rely on vector stores for their operations, as Graphify does not use vector stores. When you need a tool that integrates with cloud services for parsing and querying, as Graphify operates locally. If you are looking for a tool that does not provide detailed explanations for every edge in the graph.
- Is Figma-Context-MCP or graphify more popular on GitHub?
- graphify has more GitHub stars (119,168 vs 15,881). Stars measure visibility, not whether either tool fits your constraints.
- Are Figma-Context-MCP and graphify open source?
- Yes - both are open-source projects on GitHub (Figma-Context-MCP: MIT, graphify: Apache-2.0).
- Where can I find alternatives to Figma-Context-MCP or graphify?
- GraphCanon lists graph-backed alternatives at Figma-Context-MCP alternatives and graphify alternatives (Figma-Context-MCP markdown twin, graphify markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Figma-Context-MCP or graphify?
- Figma-Context-MCP: Very active. graphify: 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 Figma-Context-MCP and graphify?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Figma-Context-MCP trust report; graphify trust report.