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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. What MCP Is

MCP and Skills · Beginner

What MCP Is

Use a synthetic timing report to distinguish a connection standard from reasoning, retrieval, and access control.

On this page

    The problem: an answer without the report

    Suppose you ask an assistant why a small training block has negative setup slack. It writes a plausible explanation about a deep combinational path, but it has never seen the timing report. A useful next step is to obtain the relevant evidence. Copying an approved excerpt into the conversation can work. When a team repeatedly needs selected report data, a controlled connection can make that evidence easier to retrieve with its origin attached.

    Model Context Protocol, or MCP, standardizes exchanges between a client and a server that offers context or actions. It does not itself decide which timing corner matters or whether the explanation is correct. The official architecture overview for the 2025-11-25 documentation describes the host, client, and server roles. The host is the surrounding assistant application; its client communicates with a particular server.

    An engineer uses a host whose MCP client talks to a report server backed by an approved snapshot.
    A report connection supplies evidence to the application.

    Worked synthetic example

    WNS means worst negative slack: the most negative reported timing margin in the summary. Here, -0.08 ns indicates a setup requirement was missed by 0.08 ns on the worst reported path. Keep the report's conditions attached to that number; it does not describe every clock or corner.

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    SYNTHETIC report fixture, snapshot training-r1
    report_id: sta-01
    kind: STA setup summary
    corner: slow-demo
    clock: core_clk
    line 12: WNS = -0.08 ns
    line 13: violating endpoints = 3
    line 14: detailed paths not included

    Imagine a report-search tool returning lines 12-14. A careful worked answer is: 'The supplied setup summary reports WNS of -0.08 ns and three violating endpoints at slow-demo for core_clk. The excerpt has no path detail, so it does not establish the cause.' The first sentence cites observations; the second identifies the missing evidence. A request for detailed paths is a proposed next step, subject to access and scope. No actual model produced this worked answer.

    Keep the responsibilities separate

    Term

    Role in this example

    MCP

    Carries a report-search request and its result in an agreed format.

    Agent

    A surrounding loop that might choose a follow-up action after reading the result.

    RAG

    A retrieval-augmented generation approach; a report server could support retrieval, but MCP does not require RAG, embeddings, or a vector store.

    Sandbox

    A separately enforced execution boundary. Connecting a local server does not create one.

    Authorization grant

    Permission for particular access. Discovering a tool does not grant permission to use all data behind it.

    Skill

    A reusable procedure, such as how to compare report conditions before interpreting slack.

    For an RTL task the evidence could be a lint warning with a rule identifier. For DV it could be a seed and failure signature. For PD it could be a congestion summary tied to a placement snapshot. In each case, a reliable answer preserves the report's identity and conditions. A convenient connection does not make two reports comparable when they came from different revisions, modes, or stages.

    Exercise: repair an unsupported conclusion

    A colleague reads the fixture and writes: 'MCP proved that pipelining the datapath will fix timing at every corner.' Rewrite the conclusion using only the supplied evidence. Then name one item needed before suggesting a specific RTL change. Also decide whether a single manual report upload would be reasonable for a one-off training question.

    Check yourself What should your corrected answer contain?

    State the reported WNS, endpoint count, corner, clock, and synthetic snapshot. Do not infer a root cause or all-corner closure. Ask for a detailed violating path with its constraints and source revision before proposing a change. A manual approved excerpt is reasonable for one question; MCP is useful when a maintained connection serves repeated work.

    Limitations and source

    This example teaches evidence flow, not STA methodology or signoff. A successful request can still return stale, incomplete, or misleading data. The MCP specification, revision 2025-11-25 defines the protocol; report freshness and engineering acceptance remain application and team responsibilities.

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    See also

    • Connect Read-Only Tools
    • Permissions and Untrusted Content
    • Reusable Engineering Skills