D
Caution
50/100
13 days ago

DeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Caution. Specific findings reduced this grade. They are listed on the page. 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

HKUDS

Source: github_code

Maintenance & responsiveness
as of 2026-08-19
Issue response: median 1d
Issues closed (90d): 30 · 30 open
Releases (90d): 3
Contributor retention: 1/14 stayed · 2 active
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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// 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.
configDEEPCODE_PYTHON$env: = (Resolve-Path ..\.venv\Scripts\python.exe)
configTAURI_DEV_HOST
configDEEPCODE_LOG_LEVEL
configDEEPCODE_STARTUP_TRACE
configPROGRAMFILES
configDEEPCODE_MCP_CLOSE_TIMEOUT_S
configCOMSPEC
configPYTHONDONTWRITEBYTECODE
configDEEPCODE_CODE_ANALYZER_TIMEOUT_S
configNANOBOT_CODE_ANALYZER_TIMEOUT_S
configDEEPCODE_STOP_AT_PHASE
configDEEPCODE_PLAN_REVIEW_TIMEOUT_S
configDEEPCODE_WORKSPACE
configDEEPCODE_PERMISSION_MODE
configDEEPCODE_SANDBOX
configTERM
configSHELL
// 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

49/49 tools missing one or more hints — mcptoolwrapper (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); mcpresourcewrapper (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); mcppromptwrapper (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +46 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.

Destructive tools are labelled

2 tools perform destructive updates without destructiveHint — execute_python deletes at line 753 (os.unlink(temp_file)); analyze_and_segment_document deletes at line 1546 (os.remove(index_file_path))

Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.

Tool handlers catch errors

19/21 tool handlers wrap calls in try/catch (90%)

Wrap each tool handler body in try/catch and return a structured error response.

Tool test coverage

Only 6/49 tools referenced in tests (12%)

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

Shell command execution

1 child_process call — runs shell commands

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Domain consistency

npm scope @deepcode doesn't match GitHub owner hkuds

Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.

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 7 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 Verified](https://m8ven.ai/badge/mcp/hkuds-deepcode-zvlsxu?variant=verified)](https://m8ven.ai/mcp/hkuds-deepcode-zvlsxu)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 9740cea4fc276ccd99b92bdbd4af0db0c1f1205f
code hash: 8e3e53c62a2abb15a051918d35ff14db7fa3f7136f25eb0b34c219f98ff4fd48
verified: 8/8/2026, 8:32:29 AM
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