Capture MCP Context: Enhance AI Code with Persistent Memory

Capture MCP Context: Enhance AI Code with Persistent Memory

The Capture MCP Context skill allows developers to persist durable context from MCP servers and various project tools into a repository memory system. This skill is intended for use in conjunction with MCP servers like Figma, Linear, Jira, and Sentry. It helps retain important design, ticket, and error context for reuse in future sessions rather than re-deriving them each time.

What this skill does

• Identify the current MCP server and durable context elements such as design tokens, component mappings, ticket acceptance criteria, and recurring error signatures.
• Create a `docs/ai/mcp/ .md` file if one does not already exist by using the command `persist mcp add`.
• Record the durable context in the "Captured Context" section with sufficient detail for reuse.
• Capture and document decisions, mappings, and constraints rather than exporting raw data or full data dumps.
• Treat MCP content as contextual support, and handle conflicts with the existing repository memory by stopping and reporting the issue.
• Use the `persist adr create` command to document accepted decisions as ADRs for future reference.

Who it is for

This skill benefits developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. Those working with design tools, project management software, or error-tracking systems will find it particularly useful.

Use cases

• Ensuring continuity in project development by retaining critical design tokens from Figma for developers revisiting a project after a break.
• Maintaining a persistent record of Linear or Jira ticket acceptance criteria for future reference by team members.
• Documenting recurring error signatures from Sentry to facilitate quicker resolution of similar issues in the future.

Technical details

The Capture MCP Context skill utilizes several tools, including the ADR (Architecture Decision Records) system, and integrates with AI applications compatible with Claude Code, Cursor, and Codex. It works with data from supported MCP servers, including Figma, Linear, Jira, and Sentry, to enhance workflow consistency and continuity.

Source & Licence

This package is built on open-source work published by Karthick-Ramachandran (Karthick-Ramachandran/persist-os) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.