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mcp-data-profiler

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on PyPI and has been in the index since 3 Aug 2026. How this is checked

mcp-data-profiler is an MCP server that automatically profiles local datasets in CSV, Parquet, JSON, and Excel formats. It generates structured summaries and statistics so AI agents and LLMs can understand data structure and content without parsing raw rows. Built for integration into agentic workflows.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
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Overview

4 features

Purpose: Enabling AI agents to understand the structure and content of local datasets without reading raw data files.

Inferred · not functionally tested

Audience: AI developers and data scientists

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

mcp-data-profiler is a Data labelling & annotation project. Inferred · not functionally tested: It focuses on enabling AI agents to understand the structure and content of local datasets without reading raw data files. Inferred · not functionally tested: It is built as an open-source project for AI developers and data scientists. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It runs on the command line, and it can be self-hosted.

mcp-data-profiler first shipped in 2026. Inferred · not functionally tested: Among its 4 catalogued features are Data Profiling, Dataset Summary, and AI Agent Integration. Basis unknown · not verified: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Data Profiling
  • Dataset Summary
  • AI Agent Integration
  • Format Support

Topics: Inferred · not functionally tested

Tags
data-profilingmcp-serverdataset-metadatapandas-integrationai-agent-tool
AI capabilities
Structured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed3 Aug · 18:57 UTC
    mcp-data-profiler seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about mcp-data-profiler

What is mcp-data-profiler?
Inferred · not functionally tested: Mcp-data-profiler focuses on enabling AI agents to understand the structure and content of local datasets without reading raw data files. It is catalogued under Data labelling & annotation on PulseGate.
Who should use mcp-data-profiler?
Inferred · not functionally tested: mcp-data-profiler is an open-source project built for AI developers and data scientists.
Is mcp-data-profiler free?
Basis unknown · not verified: Yes — mcp-data-profiler is open source under the MIT license and free to use.
What platforms does mcp-data-profiler run on?
Basis unknown · not verified: mcp-data-profiler runs on the command line. It can also be self-hosted.
Is mcp-data-profiler still active?
PulseGate's liveness check found it on 14 Sep 2026.
What are alternatives to mcp-data-profiler?
Similar projects tracked by PulseGate include excel-agent-mcp, dataset-analysis-mcp, and JProfiler MCP Server.excel-agent-mcpdataset-analysis-mcpJProfiler MCP Server
How long has mcp-data-profiler been around?
mcp-data-profiler first shipped in 2026.
Is mcp-data-profiler open source?
Basis unknown · not verified: Yes — mcp-data-profiler is open source under the MIT license.

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