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

ModelScope-dataset-mcp

→ zhangmask/ModelScope-dataset-mcp· listed on github_code

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

zhangmask

Source: github_code

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 →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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.
🔐
You'll be asked for 3 credentials: REDIS_PASSWORD, MODELSCOPE_TOKEN, HF_TOKEN
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.
configENVIRONMENT
configREDIS_HOST
configREDIS_PORT
configREDIS_DB
🔐 secretREDIS_PASSWORD
configLOG_LEVEL
configLOG_CONSOLE_OUTPUT
configLOG_FILE_OUTPUT
configLOG_FILE_PATH
configCACHE_ENABLED
configCACHE_DEFAULT_TTL
configDATABASE_ECHO
configDATABASE_POOL_SIZE
configDATABASE_MAX_OVERFLOW
configDATABASE_POOL_TIMEOUT
configDATABASE_POOL_RECYCLE
configREDIS_SOCKET_TIMEOUT
configREDIS_SOCKET_CONNECT_TIMEOUT
configREDIS_SOCKET_KEEPALIVE
configREDIS_CONNECTION_POOL_MAX_CONNECTIONS
configREDIS_RETRY_ON_TIMEOUT
configREDIS_HEALTH_CHECK_INTERVAL
configCACHE_MAX_MEMORY_SIZE
configCACHE_MAX_MEMORY_ENTRIES
configCACHE_CLEANUP_INTERVAL
configCACHE_EVICTION_POLICY
configLOG_FORMAT
configLOG_MAX_FILE_SIZE
configLOG_BACKUP_COUNT
configLOG_JSON_FORMAT
configMCP_NAME
configMCP_VERSION
configMCP_DESCRIPTION
configMCP_MAX_REQUEST_SIZE
configMCP_REQUEST_TIMEOUT
configMCP_MAX_CONCURRENT_REQUESTS
configDATASET_MODELSCOPE_ENABLED
configDATASET_HUGGINGFACE_ENABLED
configDATASET_CACHE_ENABLED
configDATASET_MAX_SAMPLES_PER_REQUEST
configDATASET_DEFAULT_PAGE_SIZE
configDATASET_MAX_PAGE_SIZE
configDATASET_SEARCH_TIMEOUT
configNLP_ENABLED
configNLP_CONFIDENCE_THRESHOLD
configNLP_MAX_QUERY_LENGTH
configNLP_CACHE_PARSED_QUERIES
configBASE_DIR
configDATA_DIR
configLOGS_DIR
configCACHE_DIR
configREDIS_SSL
configCACHE_TTL_DATASET_INFO
configCACHE_TTL_QUERY_RESULT
configCACHE_TTL_SAMPLE_DATA
configCACHE_MAX_SIZE
🔐 secretMODELSCOPE_TOKEN
🔐 secretHF_TOKEN
configMCP_SERVER_NAME
configMCP_SERVER_VERSION
configMCP_MAX_CONNECTIONS
configLOG_MAX_SIZE
configMAX_SAMPLES_PER_QUERY
configDEFAULT_SAMPLES_LIMIT
configQUERY_TIMEOUT
configMAX_WORKERS
configCHUNK_SIZE
configMEMORY_LIMIT
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployDATABASE_URL
// 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

5/5 tools missing one or more hints — handle_call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_datasets (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); query_dataset (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 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.

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 2 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/zhangmask-modelscope-dataset-mcp-huyhxo)](https://m8ven.ai/mcp/zhangmask-modelscope-dataset-mcp-huyhxo)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: c0fe1b2b235967bc52ce8833cfd1d5661b21ec36
code hash: 654a0836fb1a60de6ba85cb6e746bb6b2d8263548dce46c0097c0e498e8dfd1e
verified: 8/19/2026, 9:20:58 AM
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client