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  3. DataSentinel
MCP server · RAG

DataSentinel

· github.com/fahmymahamud/DataSentinel

DataSentinel is an autonomous agent-based pipeline that leverages the Model Context Protocol to securely automate data auditing and insight.

Unclaimed ai-agentsdata-engineeringdata-governancedata-qualitydockermcpmodel-context-protocolpandaspii-detectionpython
InstallView source
34Low

Scored a month ago · breakdown

About DataSentinel

DataSentinel is an MCP server in the RAG category: dataSentinel is an autonomous agent-based pipeline that leverages the Model Context Protocol to securely automate data auditing and insight.

Install

From source
git clone https://github.com/fahmymahamud/DataSentinel

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (7)

check_duplicatesFully duplicated rows, plus duplicate business keys if `key_columns` is given

Parameters not published.

check_missingNull % per column against warn / fail thresholds

Parameters not published.

check_outliersTukey IQR outliers on every numeric column

Parameters not published.

detect_piiRegex scan for emails, Singapore NRIC/FIN, SG mobile numbers, card numbers, plus suspicious column names. **Returns counts only — never the matched values**

Parameters not published.

profile_datasetRows, columns, dtypes, memory footprint

Parameters not published.

run_full_auditRuns everything above and returns a 0–100 score with a `PASS` / `WARN` / `FAIL` verdict

Parameters not published.

validate_schemaCompares columns and dtype families against an expected `{column: dtype}` map

Parameters not published.

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Security checks

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Questions

About DataSentinel

How do I install DataSentinel?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is DataSentinel safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is DataSentinel still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.