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Agent Workspace Practice

io.github.jimy-r/agent-workspace-practice · v1.2.0

Measured by MCP Station

Description written by the publisher, not verified

Search + patterns, maturity assessment, context pricing, redaction checks - a practice as tools.

Connect

claude mcp add --transport http agent-workspace-practice https://jamesross.ai/mcp

{
  "mcpServers": {
    "agent-workspace-practice": {
      "url": "https://jamesross.ai/mcp"
    }
  }
}

Tools as reported by the server

• search_architecture
  Full-text search across the published architecture corpus: the 18 patterns and how they compose, the evaluation method, the seven learn-track modules, and the teardowns of other people's published agent systems. Returns ranked sections, each with its title, its source file, a snippet, and a link to
• lookup_pattern
  Search the 18 architecture patterns behind this practice by keyword or by pattern number. Returns up to 3 matches, each with its number, title, the problem it opens on, and a link to the full text. Use it when you want the reasoning behind an agent-workspace design decision rather than a how-to.
• assess_workspace
  Score an agent workspace across six dimensions: canonical knowledge, memory and context economics, verification and oversight, safety and permissions, telemetry and cost, provenance and delegation. Two variants: "practitioner" takes 18 answers (a single operator's workspace), "org" takes 12 (an orga
• price_context_read
  Price a block of context by where it enters a session. The API is stateless, so the whole transcript is re-sent on every inference step, and a token costs its size times the number of turns left after it arrives. Returns the carried token volume, the cost of the block in USD, what the same read woul
• check_redaction
  Scan text for the shapes of private content before it goes anywhere public: email addresses, absolute home paths, credential and token prefixes, private and link-local IPs, .local hostnames, and secret filenames. Returns a count per pattern class and a total, nothing else. The text you send and the
• request_capability
  Tell this server what capability you needed but didn't find here. Requests are logged and reviewed by a human; include no secrets or personal data.

Website · JSON · Text for agents · Registry updated 2026-09-06