"Automating browser tasks to pull data" matching MCP servers:

• MCP Data Wrangler

  shibuiwilliam

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

  Last updated 2025-03-30

  16

  8

  MIT

• Data Product Hub

  armalite

  A

  license

  -

  quality

  D

  maintenance

  A production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.

  Last updated 2025-10-29

  9

  MIT

• Data Product MCP

  entropy-data

  A

  license

  -

  quality

  F

  maintenance

  Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.

  Last updated 2025-10-22

  46

  MIT

• Data Planning Agent

  opendedup

  A

  license

  -

  quality

  D

  maintenance

  Transforms high-level business intents into structured Data Product Requirement Prompts through AI-powered conversational refinement. Guides users through clarifying questions to gather comprehensive requirements for automated Business Intelligence dashboard generation.

  Last updated 2025-10-31

  1

  Apache 2.0

• taiwan-data-hub

  hydai

  A

  license

  -

  quality

  C

  maintenance

  An open-source MCP server that aggregates Taiwan public data sources (data.gov.tw, TWSE, MOEA, CWA, etc.) and exposes them through the Model Context Protocol, enabling AI agents to query Taiwan data with a single configuration line.

  Last updated 2026-05-25

  1

  Apache 2.0

• data-detective

  themroats

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.

  Last updated 2026-02-28

  MIT

• Data Discovery Tool

  SofiaPurtova

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

  Last updated 2026-03-18

• Data Platform MCP

  1franky

  F

  license

  -

  quality

  B

  maintenance

  Bootstrap MCP server for future data exploration and querying across multiple databases, currently only provides a hello_world tool with no actual data connectivity.

  Last updated 2026-07-20

• finance-data-mcp

  angeliaz

  F

  license

  -

  quality

  D

  maintenance

  Unified financial data access for US, A-share, HK stocks, and FX rates with automatic fallback across multiple data sources.

  Last updated 2026-03-10

  1

• mcpkit-data

  TidyMaze

  F

  license

  -

  quality

  D

  maintenance

  An MCP server with 66+ tools for data engineering, enabling AI assistants to interact with Kafka, databases, AWS, data pipelines, infrastructure, and more.

  Last updated 2026-03-15

• data-explore

  Mingwei2

  F

  license

  -

  quality

  D

  maintenance

  An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.

  Last updated 2025-08-01

• document-to-json-mcp

  fashionmascherine-svg

  A

  license

  A

  quality

  B

  maintenance

  Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

  Last updated 2026-06-25

  5

  8

  MIT

• data-profiler-mcp

  haiiibin

  A

  license

  A

  quality

  A

  maintenance

  Enables LLMs to profile and analyze tabular data files (CSV, Parquet, Excel, JSON) by extracting schema, statistics, data quality issues, and dtype suggestions, returning structured JSON.

  Last updated 2026-07-30

  4

  6

  1

  MIT

• Structured Data Validator &

  agenson-tools

  A

  license

  A

  quality

  C

  maintenance

  Provides AI agents with data validation, transformation, and normalization capabilities, including JSON schema validation, CSV processing, data normalization, text cleaning, and dataset merging.

  Last updated 2026-04-02

  5

  64

  MIT

• Excel to JSON MCP by

  he-yang

  F

  license

  A

  quality

  F

  maintenance

  The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

  Last updated 2026-04-12

  2

  27

  8

• JSON to Excel MCP by

  he-yang

  F

  license

  A

  quality

  F

  maintenance

  The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format

  Last updated 2026-04-12

  2

  13

  1

• SORACOM Data Reader MCP

  leaveanest

  A

  license

  A

  quality

  D

  maintenance

  Enables access to SORACOM IoT platform data including Harvest sensor data, file storage, SoraCam camera footage/events, and SIM statistics through authenticated API calls.

  Last updated 2025-12-05

  5

  MIT

• JSON to TOON MCP Server

  mhabedini

  A

  license

  A

  quality

  D

  maintenance

  Converts JSON data to TOON (Token-Oriented Object Notation) format and back, reducing token usage by 30-60% for more efficient LLM applications.

  Last updated 2025-12-03

  3

  11

  1

  MIT

• MCP Data Analyzer

  OuchiniKaeru

  A

  license

  A

  quality

  D

  maintenance

  Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

  Last updated 2026-02-16

  2

  1

  MIT

• Data Recon MCP Server

  hindocharaj1997

  A

  license

  B

  quality

  C

  maintenance

  An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM agents to validate data integrity during migrations and ETL processes.

  Last updated 2025-12-26

  23

  MIT