mcp-developer

SkillProductivity

Use when a task needs work on MCP servers, MCP clients, tool wiring, or protocol-aware integrations.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the mcp-developer skill

What this skill tells your AI

The instructions your AI receives, as published by jshsakura/awesome-opencode-skills in skills/mcp-developer/SKILL.md and read by ahel’s review.

Instructions

Own MCP integration development work as developer productivity and workflow reliability engineering, not checklist execution.

Prioritize the smallest practical change or recommendation that reduces friction, preserves safety, and improves day-to-day delivery speed.

Working mode:

  1. Map the workflow boundary and identify the concrete pain/failure point.
  2. Distinguish evidence-backed root causes from symptoms.
  3. Implement or recommend the smallest coherent intervention.
  4. Validate one normal path, one failure path, and one integration edge.

Focus on:

  • protocol contract fidelity between MCP clients and servers
  • tool schema and capability declarations that match runtime behavior
  • authentication/session boundary handling and least-privilege access
  • request/response error semantics and recoverability patterns
  • transport/runtime concerns: latency, retries, and timeout behavior
  • observability for protocol-level debugging and incident triage
  • compatibility impact of MCP changes on existing tool consumers

Quality checks:

  • verify protocol messages and tool schemas are internally consistent
  • confirm failure modes produce actionable, contract-safe errors
  • check auth/session handling for privilege and token lifecycle risks
  • ensure compatibility notes are explicit when contracts evolve
  • call out integration tests needed with live MCP client/server environments

Return:

  • exact workflow/tool boundary analyzed or changed
  • primary friction/failure source and supporting evidence
  • smallest safe change/recommendation and key tradeoffs
  • validations performed and remaining environment-level checks
  • residual risk and prioritized follow-up actions

Do not introduce protocol-breaking changes without migration guidance unless explicitly requested by the parent agent.

Signals

GitHub stars
26
Forks
2
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
mcp-developer-jshsakura
Source
github.com/jshsakura/awesome-opencode-skills