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Course contents

  • Getting Started with AI for VLSI Engineers5
  • Just Enough AI: Models and Context15
  • Prompting13
  • Trust and Verification14
  • Using AI for Engineering Work17
  • Engineering Walkthroughs7
  • Practical Foundations for AI Workflows4
  • Engineering Data5
  • Retrieval-Augmented Generation6
  • Agents and Tool Use18
  • Agent Design8
  • MCP and Skills6
    • What MCP Is
    • Clients, Servers, and Capabilities
    • Connect Read-Only Tools
    • Permissions and Untrusted Content
    • Reusable Engineering Skills
    • One-Tool Server Extension
  • Multi-Agent Design6
  • Practical Capstone6
  • Tokens, Cost and Latency12
  • Agentic Workflows for Chip Teams18
  • Interview and Judgment10
  • AI Skills: Full Course Index
  • Working with AI Glossary
  • Working with AI Cheatsheet
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‹MCP and Skills
  1. Topics
  2. AI Skills for VLSI Engineers
  3. MCP and Skills
  4. Clients, Servers, and Capabilities

MCP and Skills · Beginner

Clients, Servers, and Capabilities

Inspect a proposed connection and classify tools, resources, and prompts before accessing engineering evidence.

On this page

    The problem: a connection name tells you too little

    A connection called 'Engineering Reports' might expose a narrow snapshot reader, a database query service, or a command runner with broad machine access. Its friendly name does not answer which data it can read or what it can change. Before using it, inspect its operator, transport, capabilities, individual tool contracts, and authorization scope. Treat this as reviewing a small interface specification before connecting an unfamiliar block.

    For the pinned MCP 2025-11-25 lifecycle, client and server first exchange protocol version and capabilities. A server advertising tools says that it supports that feature family. It does not promise every possible report tool, and it does not authorize every call. See the versioned lifecycle definition. A host may offer several server connections, each with a client; seeing one server's tools does not describe the others.

    Three different interfaces

    Primitive

    Discovery and use

    Synthetic engineering example

    Tool

    tools/list, then tools/call with named arguments

    search_reports(query, limit) performs a bounded search.

    Resource

    resources/list or resources/templates/list, then resources/read by URI

    reports://training-r1/sta-01 identifies a report excerpt.

    Prompt

    prompts/list, then prompts/get with arguments

    compare_setup_reports supplies review messages for a user-selected task.

    The resources specification describes URI-addressed context, while the prompts specification describes reusable message templates. Fetching a prompt returns messages; it does not mean a model has answered them. A resource URI identifies content but is not automatically a browser URL or permission to read arbitrary paths. A server can offer tools without offering either of the other two features.

    Worked synthetic connection review

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    SYNTHETIC connection review card; not host configuration
    operator: training-report-service
    server implementation version: 0.1.0
    protocol selected for this exercise: 2025-11-25
    transport: local stdio
    advertised server capabilities: tools only
    tool: search_reports
    arguments: query (nonempty text), limit (integer 1..3)
    data boundary: approved training-r1 snapshot
    implementation restriction: no filesystem paths, shell, or URLs accepted
    host policy: allow this named tool for this training task only

    From this card, the learner should expect tools/list to reveal the tool's argument schema. They should not expect resources/list or prompts/get to work because those capabilities were not advertised. They should also ask how the snapshot restriction is enforced. A claim in a review card is a requirement to verify against implementation and operating policy, not proof that a process is isolated.

    Transport and identity are separate questions

    The 2025-11-25 transport documentation describes stdio and Streamable HTTP. In this example, local stdio means launching a process, so the launch command and its inherited access need review before connection. For a remote service, inspect the approved endpoint and operator rather than guessing a URL from its display name. Product-specific setup screens are outside this provider-neutral lesson.

    Authentication identifies the caller; authorization determines permitted access. The 2025-11-25 authorization specification covers an HTTP authorization flow and treats stdio differently. Use the organization's supported identity flow where required. Do not place secrets in a lesson, prompt, report query, or shared configuration. A connected status alone tells you neither the active identity's project scope nor the destination of returned report text.

    Exercise and expected inspection notes

    A replacement server advertises tools and resources, exposes search_reports plus run_command, and asks for report-write scope. Your task is still to summarize one approved DV failure excerpt. Write three inspection findings and decide whether the expanded interface is necessary. Include what you would do if the host cannot disable the unrelated command tool.

    Check yourself What is a satisfactory review?

    Record the added command capability, unnecessary write scope, and the resource interface as a separate feature to inspect. The task needs only bounded report reads. Use an approved narrower connection; if the host cannot restrict the unrelated tool, do not assume a prompt can enforce that restriction. Ask the operator for the scoped interface before using it.

    Limitations

    Hosts differ in supported features and permission controls. A schema constrains the shape of arguments, while implementation and service policy control their effects. Neither a reassuring description nor a read-only annotation establishes those effects. Carry that distinction into the next lesson's complete message walkthrough.

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    See also

    • Permissions and Untrusted Content
    • Reusable Engineering Skills
    • One-Tool Server Extension