MCP 서버

Agent Workspace Practice

io.github.jimy-r/agent-workspace-practice

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Evaluates agent workspaces, searches agent-architecture guidance, estimates context costs, and checks text for patterns associated with private information.

assess_workspace
Score an agent workspace or an organisation
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 organisation's agent readiness). Each answer is an integer 0-3 in question order, where 0 is the least mature option offered and 3 the most. Returns per-dimension scores, an overall percentage, a maturity band, and the two weakest dimensions with the gap that matters there. The question text lives at https://jamesross.ai/tools/maturity-check (practitioner) and https://jamesross.ai/tools/agent-readiness (org). Read it before answering on someone's behalf.
입력 스키마
{'type': 'object', 'required': ['variant', 'answers'], 'properties': {'answers': {'type': 'array', 'items': {'type': 'integer', 'maximum': 3, 'minimum': 0}, 'description': 'Answers in question order: 18 integers for "practitioner", 12 for "org". Each is 0-3.'}, 'variant': {'enum': ['practitioner', 'org'], 'type': 'string', 'description': '"practitioner" for the 18-question workspace check, "org" for the 12-question organisational readiness check.'}}, 'additionalProperties': False}
check_redaction
Pre-flight text for the shapes of private content
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 substrings that matched are never stored, never logged and never echoed back. Only the counts are kept. A line carrying the marker "redaction-ok" is skipped. Accepts up to 100KB.
입력 스키마
{'type': 'object', 'required': ['text'], 'properties': {'text': {'type': 'string', 'description': 'The text to scan. Up to 100KB; anything beyond that is truncated and the result says so.'}}, 'additionalProperties': False}
lookup_pattern
Look up an agent-workspace 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.
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'Keywords to match against pattern titles and summaries, e.g. "credentials", "silent failure", "context cost". A bare number 1-18 looks that pattern up directly.'}}, 'additionalProperties': False}
price_context_read
Price a block of context by its position
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 would have cost entering 20 turns from the end, and the multiplier between the two. Use it to decide whether a large read should move later in a session or into a subagent.
입력 스키마
{'type': 'object', 'required': ['size_tokens', 'entry_turn', 'total_turns'], 'properties': {'read_mult': {'type': 'number', 'default': 0.1, 'minimum': 0, 'description': 'Cache-read price multiplier against input price. Default 0.1.'}, 'entry_turn': {'type': 'number', 'minimum': 0, 'description': 'Turn number at which the block enters the context (t).'}, 'write_mult': {'type': 'number', 'default': 1.25, 'minimum': 0, 'description': 'Cache-write price multiplier against input price. Default 1.25.'}, 'size_tokens': {'type': 'number', 'minimum': 0, 'description': 'Size of the block in tokens (S).'}, 'total_turns': {'type': 'number', 'minimum': 0, 'description': 'Total turns in the session (T). Must be at least entry_turn.'}, 'price_in_per_mtok': {'type': 'number', 'default': 5, 'minimum': 0, 'description': 'Input price in USD per million tokens. Default 5.'}}, 'additionalProperties': False}
request_capability
Request a capability this server does not have
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.
입력 스키마
{'type': 'object', 'required': ['description'], 'properties': {'context': {'type': 'string', 'description': 'Optional: what you were trying to do, and why the existing tools did not cover it. Up to 1KB.'}, 'description': {'type': 'string', 'description': 'What you needed. Up to 2KB.'}}, 'additionalProperties': False}
search_architecture
Search the published agent-workspace writing
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 the full text on GitHub. Use it when you want the passage itself rather than a pattern summary; lookup_pattern is the narrower tool that answers "which pattern covers this?". Every section is also readable in full as a resource under the architecture:// scheme (resources/list, resources/read).
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'default': 5, 'maximum': 10, 'minimum': 1, 'description': 'How many sections to return. 1-10, default 5.'}, 'query': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'Search terms, e.g. "canonical copy", "silent failure", "cache write cost". Terms shorter than 3 characters are ignored.'}}, 'additionalProperties': False}
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request_capability
2026년 9월 17일 12:42 PM
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check_redaction
2026년 9월 17일 12:42 PM
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price_context_read
2026년 9월 17일 12:42 PM
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assess_workspace
2026년 9월 17일 12:42 PM
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lookup_pattern
2026년 9월 17일 12:42 PM
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search_architecture
2026년 9월 17일 12:42 PM