DolphinScheduler MCP Server (ocean-zhc/dolphinscheduler-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 85 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
8 days ago

DolphinScheduler MCP Server

A Model Context Protocol (MCP) server for Apache Dolphinscheduler. This provides access to your Apache Dolphinshcheduler RESTful API V1 instance and the surrounding ecosystem.

→ ocean-zhc/dolphinscheduler-mcp· listed on mcp_so

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

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Who stands behind it

ocean-zhc

Source: mcp.so

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

mcp.so

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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.
🔐
You'll be asked for 1 credential: DOLPHINSCHEDULER_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.
configDOLPHINSCHEDULER_API_URLURL for the DolphinScheduler API (default: http://localhost:12345/dolphinscheduler)
🔐 secretDOLPHINSCHEDULER_API_KEYAPI token for authentication with the DolphinScheduler API
configDOLPHINSCHEDULER_MCP_HOSTHost to bind the MCP server (default: 0.0.0.0)
configDOLPHINSCHEDULER_MCP_PORTPort to bind the MCP server (default: 8089)
configDOLPHINSCHEDULER_MCP_LOG_LEVELLogging level (default: INFO)
// 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

85/85 tools missing one or more hints — tool_fn (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); updateaccesstokens (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); deleteaccesstokens (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +82 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 inputs are validated

Only 0/1 tool handlers declare input schemas (0%)

Declare an inputSchema with zod/joi/yup on every tool definition.

License file

No license file

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

Tool test coverage

Only 0/85 tools referenced in tests (0%)

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

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 5 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/ocean-zhc/dolphinscheduler-mcp)](https://m8ven.ai/mcp/ocean-zhc/dolphinscheduler-mcp)
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commit: d44f0bd0b3a2f75bca1ecf94264d357e640f083b
code hash: ee839bf7d454cc6628529d28a3778562dac260289a4337790444e49a91fbc03e
verified: 9/2/2026, 11:32:02 AM
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