KnowCoder MCP (Chunmao-Zhang/KnowCoder_MCP) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Emerging
74/100
18 days ago

KnowCoder MCP

Turns deep-research questions into reusable, source-grounded Workspaces with review checkpoints and background tasks, enabling structured research and reporting.

→ Chunmao-Zhang/KnowCoder_MCP· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

Chunmao-Zhang

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

Glama

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: SERPER_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 4 credentials: SERPER_API_KEY, DEEPSEEK_API_KEY, FRIDAY_API_KEY, KNOWCODER_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.
configKNOWCODER_TARGET_PROJECT_ROOT
configHARNESS_ROOT
configKNOWCODER_BUILDER_ROOT
🔐 secretSERPER_API_KEY"your-serper-api-key"
configSCHEMA_WORKSPACE_PROJECT
configHARNESS_RUN_DIR
configHARNESS_AGENT_ID
configSCHEMA_WORKSPACE_SESSION_ROOT
configSCHEMA_AGENT_MODEL
configDEEPSEEK_BASE_URL
🔐 secretDEEPSEEK_API_KEY
configFRIDAY_BASE_URL
🔐 secretFRIDAY_API_KEY
configKNOWCODER_BASE_URL
🔐 secretKNOWCODER_API_KEY
configXDG_DATA_HOME
configHARNESS_MODEL_TIMEOUT_SECONDS
configHARNESS_CURRENT_DATE
// 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

19/19 tools missing one or more hints — handler (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); web_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); web_search_batch (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +16 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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

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/chunmao-zhang-knowcoder-mcp-1fu14s)](https://m8ven.ai/mcp/chunmao-zhang-knowcoder-mcp-1fu14s)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: c9a6a9b6f622024368e68e68c4a75e30614a87ad
code hash: 819860f5f4d42b9e13076f56544709c0ab705910717de16cc2fb530b6f952ffc
verified: 8/13/2026, 7:49:07 AM
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