ai-agent-book (bojieli/ai-agent-book) is an MCP server listed on the M8ven Trust Index. It scores 98 out of 100, grade A. It declares 173 tools. No publisher has claimed this listing.

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A
Trusted
98/100
4 days ago

ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

→ bojieli/ai-agent-book· listed on github_code

Trusted. Deep verification, no outstanding findings, and an established reputation. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

bojieli

Source: github_code

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GitHub

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// key findings
🚨
Secret credentials may flow to a network call
4 flows detected: TAVILY_API_KEY, SERPER_API_KEY, XQUIK_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 14 credentials: ANTHROPIC_API_KEY, ARK_API_KEY, FISH_API_KEY, OPENAI_API_KEY, OPENROUTER_API_KEY, SILICONFLOW_API_KEY, MOONSHOT_API_KEY, KIMI_API_KEY, TAVILY_API_KEY, DASHSCOPE_API_KEY, GEMINI_API_KEY, NOTION_API_KEY, SERPER_API_KEY, XQUIK_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
🔐 secretANTHROPIC_API_KEY
🔐 secretARK_API_KEY
🔐 secretFISH_API_KEY
configFISH_PYTHON
configFISH_TTS_REFERENCE_ID
🔐 secretOPENAI_API_KEY
🔐 secretOPENROUTER_API_KEY
🔐 secretSILICONFLOW_API_KEY
configWEBSOCKET_PORT
configWHISPER_PYTHON
configBROWSER_USE_LOGGING_LEVEL
configBROWSER_USE_SETUP_LOGGING
configLLM_PROVIDER
configLLM_MODEL
configENABLE_MCP_TOOLS
configAGENT_HOST
🔐 secretMOONSHOT_API_KEY
🔐 secretKIMI_API_KEY
configNO_COLOR
configCHAT_MODEL
configOPENAI_BASE_URL
configGITHUB_MCP_COMMAND
configTAVILY_TIMEOUT_SECONDS
configTAVILY_MAX_RESULTS
configTAVILY_CONTENT_CHARS
🔐 secretTAVILY_API_KEY
configANDROID_WORLD_CONTAINER
configOPENAI_MODEL
configCOLLAB_LLM_RECEIPT_PATH
configPERCEPTION_VISION_PROVIDER
🔐 secretDASHSCOPE_API_KEY
configPERCEPTION_VISION_MODEL
🔐 secretGEMINI_API_KEY
🔐 secretNOTION_API_KEY
🔐 secretSERPER_API_KEY
🔐 secretXQUIK_API_KEY
configCOMSPEC
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

173/173 tools missing one or more hints — handle_call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browser_navigate (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browser_click (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +170 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

91/173 tools referenced in tests (53%)

Write tests that reference each tool by name so every tool has at least one test.

Secrets not logged

2 secret values sent to print

Redact or omit secret values from log output.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/bojieli/ai-agent-book)](https://m8ven.ai/mcp/bojieli/ai-agent-book)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: e1a2eee6c1b21a1a8785885e3dc7bc4f45fdd326
code hash: b6b6bc9098cad177207de0309ac7508739e6c14a6797c687d609e5b5d93eb89d
verified: 9/7/2026, 12:24:41 PM
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