mcp-server-builder

name	mcp-server-builder
description	Design high-quality MCP servers around workflows, narrow schemas, context-aware outputs, and actionable errors. Use when building or reviewing MCP tools for real agent tasks.

MCP Server Builder

Use this skill when designing or implementing an MCP server.

When to Use

• Building a new MCP server from scratch.
• Refactoring a weak or over-thin MCP tool surface.
• Reviewing whether a server exposes the right workflows.
• Designing evaluation cases for MCP usability.

Core Principles

• Build workflow tools, not thin endpoint wrappers — one tool should complete a meaningful agent task, not expose a single API method.
• Keep input schemas narrow and typed — reject unknown fields; use enums over free strings where possible.
• Return high-signal, size-bounded outputs — default to concise; add detail or verbose flags when larger payloads are occasionally useful.
• Make error messages corrective — tell the agent what to do next, not just what went wrong.
• Prefer human-meaningful identifiers over opaque IDs when both are available.
• Design evaluation cases before declaring the server "done".

Workflow

1. Map the workflow

• Identify the real tasks an agent must complete, not the underlying API surface.
• Merge low-level steps into meaningful operations (e.g., one create_and_publish tool instead of separate create, validate, publish).

2. Design the tool surface

tool name:    stable, verb-noun, describes the workflow step
input schema: typed, narrow, required fields only + optional detail flags
output shape: consistent structure across all tools in the server
failure modes: named error codes + correction hint

3. Design for context limits

• Default response fits in ~500 tokens for list operations, ~1500 for detail operations.
• Add limit, page, or summary parameters for large result sets.
• Truncate deterministically (e.g., top N by recency) — never truncate randomly.

4. Design corrective errors

Bad error: "Error: 404 Not Found"

Good error: "Resource 'project-123' not found. Use list_projects to see available project IDs."

Every error should tell the agent its next valid action.

5. Implement shared infrastructure first

• Auth handling and token refresh.
• Retry logic with exponential backoff and rate-limit awareness.
• Pagination helpers.
• Output formatting helpers (consistent truncation, redaction of secrets).

6. Evaluate before shipping

• Write representative task scenarios (not unit tests for individual tools).
• Check whether an agent can complete the full workflow using only the exposed tools.
• Redesign weak tools before adding more tools — more tools is not always better.

Server Readiness Checklist

• Every tool completes a meaningful workflow step.
• All inputs are typed and schema-validated.
• Output size is bounded by default.
• All error messages include a correction hint.
• Auth and retry are handled in shared infrastructure.
• At least one end-to-end task scenario has been tested.
• No secrets appear in tool outputs or error messages.

Local References

• reference/mcp_best_practices.md
• reference/python_mcp_server.md
• reference/node_mcp_server.md
• reference/evaluation.md

Use the Python and Node references only for the stack you are actually shipping.

Bundled Scripts

• scripts/evaluation.py — evaluation scaffolding
• scripts/connections.py — connection-oriented examples

Use them as optional helpers, not mandatory runtime requirements.