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Private SuperIntelligence

by si.privatesuperintelligence

Overview Discussions Admin

Read a page as markdown

read_page

Read-onlyIdempotent

Returns the full markdown of one page. Use after search_site, or when you already know the page you need.

Input Schema

Name	Required	Description	Default
`path`	Yes	Markdown path of the page.

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 20, 2026

changedInput schema / properties / path / enum

Previous value: -[
-  "/index.md",
-  "/blog/what-is-private-superintelligence.md",
-  "/ai-data-exposure-check.md",
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-  "/wealth-management.md",
-  "/enterprise.md",
-  "/about.md",
-  "/privacy.md",
-  "/contact.md",
-  "/developers.md",
-  "/blog/is-chatgpt-safe-for-confidential-information.md",
-  "/blog/zero-data-retention-ai.md",
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-  "/blog/private-ai-for-family-offices.md",
-  "/blog/private-ai-vs-public-ai.md",
-  "/blog/how-vc-firms-use-ai.md",
-  "/blog/chatgpt-for-venture-capital.md",
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-  "/blog/ai-for-lp-reporting.md",
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-  "/blog/ai-compliance-for-rias.md",
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-  "/blog/k-1-tracking-across-entities.md",
-  "/blog/capital-call-tracking.md",
-  "/blog/family-office-technology-stack.md",
-  "/blog/family-office-operations-and-ai.md",
-  "/blog/family-office-cybersecurity-and-ai.md",
-  "/blog/deepfake-wire-fraud-family-offices.md",
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-  "/blog/is-claude-copilot-gemini-safe-for-confidential-information.md",
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-  "/authors/alexander-morris.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
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+  "/blog/what-is-private-superintelligence.md",
+  "/ai-data-exposure-check.md",
+  "/family-offices.md",
+  "/venture-capital.md",
+  "/wealth-management.md",
+  "/enterprise.md",
+  "/about.md",
+  "/privacy.md",
+  "/contact.md",
+  "/developers.md",
+  "/blog/is-chatgpt-safe-for-confidential-information.md",
+  "/blog/zero-data-retention-ai.md",
+  "/blog/keep-company-data-private-with-ai.md",
+  "/blog/private-ai-for-family-offices.md",
+  "/blog/private-ai-vs-public-ai.md",
+  "/blog/how-vc-firms-use-ai.md",
+  "/blog/chatgpt-for-venture-capital.md",
+  "/blog/ai-due-diligence-for-vc.md",
+  "/blog/ai-for-lp-reporting.md",
+  "/blog/chatgpt-for-financial-advisors.md",
+  "/blog/ai-compliance-for-rias.md",
+  "/blog/reg-s-p-and-ai-vendors.md",
+  "/blog/family-office-consolidated-reporting.md",
+  "/blog/k-1-tracking-across-entities.md",
+  "/blog/capital-call-tracking.md",
+  "/blog/family-office-technology-stack.md",
+  "/blog/family-office-operations-and-ai.md",
+  "/blog/family-office-cybersecurity-and-ai.md",
+  "/blog/deepfake-wire-fraud-family-offices.md",
+  "/blog/family-office-ai-policy.md",
+  "/blog/ai-readiness-check-family-offices.md",
+  "/blog/ai-vendor-due-diligence-checklist.md",
+  "/blog/ai-and-attorney-client-privilege.md",
+  "/blog/ai-for-estate-planning-attorneys.md",
+  "/blog/ai-for-cpas-client-confidentiality.md",
+  "/blog/is-claude-copilot-gemini-safe-for-confidential-information.md",
+  "/blog/private-chatgpt-for-business.md",
+  "/blog/confidential-ai.md",
+  "/blog/private-llm-vs-private-ai-service.md",
+  "/blog/family-office-ai-data-exposure.md",
+  "/blog/retention-canary.md",
+  "/blog/inside-a-single-client-deployment.md",
+  "/blog/knowledge-graph-for-ai-agents.md",
+  "/blog/personal-vs-private-superintelligence.md",
+  "/blog.md",
+  "/blog/best-ai-tools-for-venture-capital.md",
+  "/blog/best-ai-for-wealth-managers.md",
+  "/blog/private-bank-ai-vs-family-ai.md",
+  "/blog/best-ai-for-family-offices.md",
+  "/blog/chatgpt-enterprise-for-family-offices.md",
+  "/blog/copilot-for-family-offices.md",
+  "/blog/addepar-masttro-and-ai.md",
+  "/blog/private-ai-chat-apps.md",
+  "/blog/azure-openai-vs-amazon-bedrock.md",
+  "/blog/build-vs-buy-private-ai.md",
+  "/authors/prakshal-jain.md",
+  "/authors/alexander-morris.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 16, 2026

changedInput schema / properties / path / enum

Previous value: -[
-  "/index.md",
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-  "/family-offices.md",
-  "/venture-capital.md",
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-  "/blog/keep-company-data-private-with-ai.md",
-  "/blog/private-ai-for-family-offices.md",
-  "/blog/private-ai-vs-public-ai.md",
-  "/blog/how-vc-firms-use-ai.md",
-  "/blog/chatgpt-for-venture-capital.md",
-  "/blog/ai-due-diligence-for-vc.md",
-  "/blog/ai-for-lp-reporting.md",
-  "/blog/chatgpt-for-financial-advisors.md",
-  "/blog/ai-compliance-for-rias.md",
-  "/blog/reg-s-p-and-ai-vendors.md",
-  "/blog/family-office-consolidated-reporting.md",
-  "/blog/k-1-tracking-across-entities.md",
-  "/blog/capital-call-tracking.md",
-  "/blog/family-office-technology-stack.md",
-  "/blog/family-office-operations-and-ai.md",
-  "/blog/family-office-cybersecurity-and-ai.md",
-  "/blog/deepfake-wire-fraud-family-offices.md",
-  "/blog/family-office-ai-policy.md",
-  "/blog/ai-vendor-due-diligence-checklist.md",
-  "/blog/ai-and-attorney-client-privilege.md",
-  "/blog/ai-for-estate-planning-attorneys.md",
-  "/blog/ai-for-cpas-client-confidentiality.md",
-  "/blog/is-claude-copilot-gemini-safe-for-confidential-information.md",
-  "/blog/private-chatgpt-for-business.md",
-  "/blog/confidential-ai.md",
-  "/blog/private-llm-vs-private-ai-service.md",
-  "/blog/personal-vs-private-superintelligence.md",
-  "/blog.md",
-  "/blog/best-ai-tools-for-venture-capital.md",
-  "/blog/best-ai-for-wealth-managers.md",
-  "/blog/private-bank-ai-vs-family-ai.md",
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-  "/blog/private-ai-chat-apps.md",
-  "/blog/build-vs-buy-private-ai.md",
-  "/authors/prakshal-jain.md",
-  "/authors/alexander-morris.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
-]New value: +[
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+  "/blog/what-is-private-superintelligence.md",
+  "/ai-data-exposure-check.md",
+  "/family-offices.md",
+  "/venture-capital.md",
+  "/wealth-management.md",
+  "/enterprise.md",
+  "/about.md",
+  "/privacy.md",
+  "/contact.md",
+  "/developers.md",
+  "/blog/is-chatgpt-safe-for-confidential-information.md",
+  "/blog/zero-data-retention-ai.md",
+  "/blog/keep-company-data-private-with-ai.md",
+  "/blog/private-ai-for-family-offices.md",
+  "/blog/private-ai-vs-public-ai.md",
+  "/blog/how-vc-firms-use-ai.md",
+  "/blog/chatgpt-for-venture-capital.md",
+  "/blog/ai-due-diligence-for-vc.md",
+  "/blog/ai-for-lp-reporting.md",
+  "/blog/chatgpt-for-financial-advisors.md",
+  "/blog/ai-compliance-for-rias.md",
+  "/blog/reg-s-p-and-ai-vendors.md",
+  "/blog/family-office-consolidated-reporting.md",
+  "/blog/k-1-tracking-across-entities.md",
+  "/blog/capital-call-tracking.md",
+  "/blog/family-office-technology-stack.md",
+  "/blog/family-office-operations-and-ai.md",
+  "/blog/family-office-cybersecurity-and-ai.md",
+  "/blog/deepfake-wire-fraud-family-offices.md",
+  "/blog/family-office-ai-policy.md",
+  "/blog/ai-vendor-due-diligence-checklist.md",
+  "/blog/ai-and-attorney-client-privilege.md",
+  "/blog/ai-for-estate-planning-attorneys.md",
+  "/blog/ai-for-cpas-client-confidentiality.md",
+  "/blog/is-claude-copilot-gemini-safe-for-confidential-information.md",
+  "/blog/private-chatgpt-for-business.md",
+  "/blog/confidential-ai.md",
+  "/blog/private-llm-vs-private-ai-service.md",
+  "/blog/family-office-ai-data-exposure.md",
+  "/blog/retention-canary.md",
+  "/blog/inside-a-single-client-deployment.md",
+  "/blog/knowledge-graph-for-ai-agents.md",
+  "/blog/personal-vs-private-superintelligence.md",
+  "/blog.md",
+  "/blog/best-ai-tools-for-venture-capital.md",
+  "/blog/best-ai-for-wealth-managers.md",
+  "/blog/private-bank-ai-vs-family-ai.md",
+  "/blog/best-ai-for-family-offices.md",
+  "/blog/chatgpt-enterprise-for-family-offices.md",
+  "/blog/copilot-for-family-offices.md",
+  "/blog/addepar-masttro-and-ai.md",
+  "/blog/private-ai-chat-apps.md",
+  "/blog/azure-openai-vs-amazon-bedrock.md",
+  "/blog/build-vs-buy-private-ai.md",
+  "/authors/prakshal-jain.md",
+  "/authors/alexander-morris.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 16, 2026

changedInput schema / properties / path / enum

Previous value: -[
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-  "/family-offices.md",
-  "/venture-capital.md",
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-  "/guides/keep-company-data-private-with-ai.md",
-  "/guides/private-ai-for-family-offices.md",
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-  "/guides/chatgpt-for-venture-capital.md",
-  "/guides/ai-due-diligence-for-vc.md",
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-  "/guides/ai-compliance-for-rias.md",
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-  "/guides/capital-call-tracking.md",
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-  "/guides/is-claude-copilot-gemini-safe-for-confidential-information.md",
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-  "/authors/alexander-morris.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
-]New value: +[
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+  "/privacy.md",
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+  "/developers.md",
+  "/blog/is-chatgpt-safe-for-confidential-information.md",
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+  "/blog/keep-company-data-private-with-ai.md",
+  "/blog/private-ai-for-family-offices.md",
+  "/blog/private-ai-vs-public-ai.md",
+  "/blog/how-vc-firms-use-ai.md",
+  "/blog/chatgpt-for-venture-capital.md",
+  "/blog/ai-due-diligence-for-vc.md",
+  "/blog/ai-for-lp-reporting.md",
+  "/blog/chatgpt-for-financial-advisors.md",
+  "/blog/ai-compliance-for-rias.md",
+  "/blog/reg-s-p-and-ai-vendors.md",
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+  "/blog/capital-call-tracking.md",
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+  "/blog/family-office-ai-policy.md",
+  "/blog/ai-vendor-due-diligence-checklist.md",
+  "/blog/ai-and-attorney-client-privilege.md",
+  "/blog/ai-for-estate-planning-attorneys.md",
+  "/blog/ai-for-cpas-client-confidentiality.md",
+  "/blog/is-claude-copilot-gemini-safe-for-confidential-information.md",
+  "/blog/private-chatgpt-for-business.md",
+  "/blog/confidential-ai.md",
+  "/blog/private-llm-vs-private-ai-service.md",
+  "/blog/personal-vs-private-superintelligence.md",
+  "/blog.md",
+  "/blog/best-ai-tools-for-venture-capital.md",
+  "/blog/best-ai-for-wealth-managers.md",
+  "/blog/private-bank-ai-vs-family-ai.md",
+  "/blog/best-ai-for-family-offices.md",
+  "/blog/chatgpt-enterprise-for-family-offices.md",
+  "/blog/copilot-for-family-offices.md",
+  "/blog/addepar-masttro-and-ai.md",
+  "/blog/private-ai-chat-apps.md",
+  "/blog/build-vs-buy-private-ai.md",
+  "/authors/prakshal-jain.md",
+  "/authors/alexander-morris.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 16, 2026

changedInput schema / properties / path / enum

Previous value: -[
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-  "/what-is-private-superintelligence.md",
-  "/family-offices.md",
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-  "/guides/zero-data-retention-ai.md",
-  "/guides/keep-company-data-private-with-ai.md",
-  "/guides/private-ai-for-family-offices.md",
-  "/guides/private-ai-vs-public-ai.md",
-  "/guides/how-vc-firms-use-ai.md",
-  "/guides/chatgpt-for-venture-capital.md",
-  "/guides/ai-due-diligence-for-vc.md",
-  "/guides/ai-for-lp-reporting.md",
-  "/guides/chatgpt-for-financial-advisors.md",
-  "/guides/ai-compliance-for-rias.md",
-  "/guides/reg-s-p-and-ai-vendors.md",
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-  "/guides/capital-call-tracking.md",
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-]New value: +[
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+  "/guides/private-ai-for-family-offices.md",
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+  "/guides/how-vc-firms-use-ai.md",
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+  "/guides/capital-call-tracking.md",
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+  "/guides/family-office-cybersecurity-and-ai.md",
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+  "/guides/ai-for-cpas-client-confidentiality.md",
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+  "/guides/confidential-ai.md",
+  "/guides/private-llm-vs-private-ai-service.md",
+  "/guides/personal-vs-private-superintelligence.md",
+  "/guides.md",
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+  "/compare/best-ai-for-wealth-managers.md",
+  "/compare/private-bank-ai-vs-family-ai.md",
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+  "/compare/chatgpt-enterprise-for-family-offices.md",
+  "/compare/copilot-for-family-offices.md",
+  "/compare/addepar-masttro-and-ai.md",
+  "/compare/private-ai-chat-apps.md",
+  "/compare/build-vs-buy-private-ai.md",
+  "/compare.md",
+  "/authors/prakshal-jain.md",
+  "/authors/alexander-morris.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 15, 2026

changedInput schema / properties / path / enum

Previous value: -[
-  "/index.md",
-  "/what-is-private-superintelligence.md",
-  "/family-offices.md",
-  "/venture-capital.md",
-  "/wealth-management.md",
-  "/about.md",
-  "/privacy.md",
-  "/contact.md",
-  "/developers.md",
-  "/guides/is-chatgpt-safe-for-confidential-information.md",
-  "/guides/zero-data-retention-ai.md",
-  "/guides/keep-company-data-private-with-ai.md",
-  "/guides/private-ai-for-family-offices.md",
-  "/guides/private-ai-vs-public-ai.md",
-  "/guides.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
-]New value: +[
+  "/index.md",
+  "/what-is-private-superintelligence.md",
+  "/family-offices.md",
+  "/venture-capital.md",
+  "/wealth-management.md",
+  "/about.md",
+  "/privacy.md",
+  "/contact.md",
+  "/developers.md",
+  "/guides/is-chatgpt-safe-for-confidential-information.md",
+  "/guides/zero-data-retention-ai.md",
+  "/guides/keep-company-data-private-with-ai.md",
+  "/guides/private-ai-for-family-offices.md",
+  "/guides/private-ai-vs-public-ai.md",
+  "/guides/how-vc-firms-use-ai.md",
+  "/guides/chatgpt-for-venture-capital.md",
+  "/guides/ai-due-diligence-for-vc.md",
+  "/guides/ai-for-lp-reporting.md",
+  "/guides/chatgpt-for-financial-advisors.md",
+  "/guides/ai-compliance-for-rias.md",
+  "/guides/reg-s-p-and-ai-vendors.md",
+  "/guides/family-office-consolidated-reporting.md",
+  "/guides/k-1-tracking-across-entities.md",
+  "/guides/capital-call-tracking.md",
+  "/guides/family-office-technology-stack.md",
+  "/guides/family-office-operations-and-ai.md",
+  "/guides/family-office-cybersecurity-and-ai.md",
+  "/guides/deepfake-wire-fraud-family-offices.md",
+  "/guides/family-office-ai-policy.md",
+  "/guides/ai-vendor-due-diligence-checklist.md",
+  "/guides/ai-and-attorney-client-privilege.md",
+  "/guides/ai-for-estate-planning-attorneys.md",
+  "/guides/ai-for-cpas-client-confidentiality.md",
+  "/guides/is-claude-copilot-gemini-safe-for-confidential-information.md",
+  "/guides/private-chatgpt-for-business.md",
+  "/guides/confidential-ai.md",
+  "/guides/private-llm-vs-private-ai-service.md",
+  "/guides/personal-vs-private-superintelligence.md",
+  "/guides.md",
+  "/compare/best-ai-tools-for-venture-capital.md",
+  "/compare/best-ai-for-wealth-managers.md",
+  "/compare/private-bank-ai-vs-family-ai.md",
+  "/compare/best-ai-for-family-offices.md",
+  "/compare/chatgpt-enterprise-for-family-offices.md",
+  "/compare/copilot-for-family-offices.md",
+  "/compare/addepar-masttro-and-ai.md",
+  "/compare/private-ai-chat-apps.md",
+  "/compare/build-vs-buy-private-ai.md",
+  "/compare.md",
+  "/authors/prakshal-jain.md",
+  "/authors/alexander-morris.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 15, 2026

changedInput schema / properties / path / enum

Previous value: -[
-  "/index.md",
-  "/what-is-private-superintelligence.md",
-  "/family-offices.md",
-  "/about.md",
-  "/privacy.md",
-  "/contact.md",
-  "/developers.md",
-  "/guides/is-chatgpt-safe-for-confidential-information.md",
-  "/guides/zero-data-retention-ai.md",
-  "/guides/keep-company-data-private-with-ai.md",
-  "/guides/private-ai-for-family-offices.md",
-  "/guides/private-ai-vs-public-ai.md",
-  "/guides.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
-]New value: +[
+  "/index.md",
+  "/what-is-private-superintelligence.md",
+  "/family-offices.md",
+  "/venture-capital.md",
+  "/wealth-management.md",
+  "/about.md",
+  "/privacy.md",
+  "/contact.md",
+  "/developers.md",
+  "/guides/is-chatgpt-safe-for-confidential-information.md",
+  "/guides/zero-data-retention-ai.md",
+  "/guides/keep-company-data-private-with-ai.md",
+  "/guides/private-ai-for-family-offices.md",
+  "/guides/private-ai-vs-public-ai.md",
+  "/guides.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

Changed1 schema field changedOct 12, 2026

changedInput schema / properties / path / enum

Previous value: -[
-  "/index.md",
-  "/what-is-private-superintelligence.md",
-  "/about.md",
-  "/privacy.md",
-  "/contact.md",
-  "/developers.md",
-  "/guides/is-chatgpt-safe-for-confidential-information.md",
-  "/guides/zero-data-retention-ai.md",
-  "/guides/keep-company-data-private-with-ai.md",
-  "/guides/private-ai-for-family-offices.md",
-  "/guides/private-ai-vs-public-ai.md",
-  "/guides.md",
-  "/pricing.md",
-  "/auth.md",
-  "/llms-full.txt"
-]New value: +[
+  "/index.md",
+  "/what-is-private-superintelligence.md",
+  "/family-offices.md",
+  "/about.md",
+  "/privacy.md",
+  "/contact.md",
+  "/developers.md",
+  "/guides/is-chatgpt-safe-for-confidential-information.md",
+  "/guides/zero-data-retention-ai.md",
+  "/guides/keep-company-data-private-with-ai.md",
+  "/guides/private-ai-for-family-offices.md",
+  "/guides/private-ai-vs-public-ai.md",
+  "/guides.md",
+  "/pricing.md",
+  "/auth.md",
+  "/llms-full.txt"
+]

First observedOct 7, 2026

TDQS

A3.8/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered. The description adds the output content (full markdown) but says nothing about size limits, pagination, or error behavior on an invalid path. With annotations carrying the behavioral burden, a 3 is appropriate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with zero waste; the return value is front-loaded before the usage guidance. Nothing could be cut without losing information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read tool with full annotation coverage and a fully documented single parameter, the description covers what an agent needs to call it correctly. No output schema exists, but the description states the return format (markdown), leaving only minor gaps like path-error handling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the single enum-constrained path parameter is fully documented in the schema. The description adds no meaning beyond what the schema provides, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ("Returns the full markdown of one page") and implicitly contrasts with search_site by calling out "full markdown" retrieval. It is clear what the tool produces, though it does not explicitly spell out how it differs from search_site's result shape.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit routing: "Use after search_site, or when you already know the page you need." This names the alternative tool and the two conditions that select it. No when-not guidance, but the positive selection criteria are clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All Private SuperIntelligence tools Inspect

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

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