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

Bigeye MCP Server

Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

→ bigeyedata/bigeye-mcp-server· 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

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Who stands behind it

bigeyedata

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
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 2 credentials: BIGEYE_API_KEY, BIGEYE_TELEMETRY_CLIENT_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.
configMCP_HOST
configMCP_PORT
configBIGEYE_DEBUGSet to true for verbose debug logging (default: false)
configMCP_TRANSPORT
configcontainer3. Start the long-lived :
configBIGEYE_BASE_URLYour Bigeye instance URL (e.g. https://app.bigeye.com)
configBIGEYE_API_URL
🔐 secretBIGEYE_API_KEYGenerate in Bigeye under Settings > API Keys
configBIGEYE_TELEMETRYSet to false to disable anonymous usage telemetry (default: true). See [Telemetry](#telemetry).
configBIGEYE_TELEMETRY_SITE
configBIGEYE_WORKSPACE_IDFound in your Bigeye URL after /w/ (e.g. https://app.bigeye.com/w/123/ → 123)
configTCP_HOST
configTCP_PORT
🔐 secretBIGEYE_TELEMETRY_CLIENT_TOKEN
configBIGEYE_TELEMETRY_INTAKE_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

56/56 tools missing one or more hints — get_health_status (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_current_user (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_issues (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +53 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.).

Tool test coverage

Only 1/56 tools referenced in tests (2%)

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 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/bigeyedata-bigeye-mcp-server-1t3zsd)](https://m8ven.ai/mcp/bigeyedata-bigeye-mcp-server-1t3zsd)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: b3f0a77233a58d6aae7e73995c69230f77298850
code hash: 83ced214d0465ea6947c94cda7e1ccfb6ee279c4614b554405d022b1f5dfda3d
verified: 8/18/2026, 7:04:27 PM
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