Data & Analytics
169 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 51 |
Excel Tools MCP
An MCP server for reading, writing, and analyzing Excel files using Python, pan…
|
56 | C | 39 | 28 | — | 45 | 76 | ||
| 52 |
SCMCP
An MCP server that enables scRNA-Seq analysis through natural language, providi…
|
51 | D | 45 | 17 | — | 63 | 82 | ||
| 53 |
PyAirbyte MCP Server
Generates complete PyAirbyte data pipeline code and setup instructions for movi…
|
51 | D | 78 | 38 | — | 21 | 81 | ||
| 54 |
Stats Compass
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
|
50 | D | 68 | 38 | — | 62 | 81 | ||
| 55 |
Snowflake MCP Agent System
Enables intelligent data analysis and querying of Snowflake databases through s…
|
49 | D | 48 | 41 | — | 21 | 81 | ||
| 56 |
Snowflake Stored Procedure Integration
Enables execution of Snowflake stored procedures through the MCP server by prov…
|
49 | D | 48 | 23 | — | 42 | 81 | ||
| 57 |
BigQuery Austin Bikeshare MCP Server
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshar…
|
48 | D | 54 | 12 | — | 25 | 95 | ||
| 58 |
Jupyter Earth MCP Server
A Model Context Protocol server implementation that provides geospatial analysi…
|
47 | D | 35 | 33 | — | 40 | 81 | ||
| 59 |
Snowflake MCP Server by CData
Snowflake MCP Server by CData
|
45 | D | 58 | — | — | 34 | 81 | ||
| 60 |
dbtrail
MySQL change tracking with instant row-level recovery and forensic attribution …
|
43 | D | 60 | 10 | — | 66 | 81 | ||
| 61 |
Quanti
Access BigQuery data warehouses to explore projects and generate schema-aware S…
|
40 | D | — | — | — | — | 81 | ||
| 62 |
Google BigQuery MCP Server by CData
Google BigQuery MCP Server by CData
|
36 | F | 58 | — | — | 34 | 81 | ||
| 63 |
Camber - Remote Agentic Data Science
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Curso…
|
34 | F | — | — | — | — | 67 | ||
| 64 |
Snowflake Cortex MCP Server
Enables users to query both structured and unstructured data in Snowflake using…
|
30 | F | 68 | 66 | — | 23 | 90 | ||
| 65 |
Google BigQuery MCP Server
Enables natural language exploration and querying of Google BigQuery datasets t…
|
30 | F | 100 | 41 | — | 40 | 74 | ||
| 66 |
mcp-code-interpreter
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
30 | F | 44 | 27 | — | 44 | 80 | ||
| 67 |
mcp-server
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
30 | F | — | 10 | — | — | 81 | ||
| 68 |
OSS Snowflake MCP Server
MCP Server for Snowflake from Snowflake Labs
|
30 | F | 79 | 70 | — | 76 | 56 | ||
| 69 |
MCP Template Server
A Python starter template for building MCP servers with client connection manag…
|
30 | F | 62 | 37 | — | 21 | 74 | ||
| 70 |
Local Snowflake MCP Server
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
|
30 | F | 58 | 22 | — | 21 | 84 | ||
| 71 |
Analytics MCP
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
|
30 | F | 56 | 68 | — | 24 | 78 | ||
| 72 |
alkemi-mcp
MCP Server for natural language querying of Snowflake, Google BigQuery, and Dat…
|
25 | F | 49 | 10 | — | 48 | 78 | ||
| 73 |
Snowflake MCP Server
Enables interaction with Snowflake databases through SQL queries, schema explor…
|
25 | F | 84 | 66 | — | 43 | 80 | ||
| 74 |
Snowflake MCP Service
A Model Context Protocol server that provides access to Snowflake databases for…
|
25 | F | 75 | 70 | — | 41 | 76 | ||
| 75 |
MCP BigQuery Server
Enables secure access to BigQuery datasets with intelligent query result cachin…
|
25 | F | 48 | 42 | — | 27 | 77 | ||
| 76 |
mcp-snowflake-server-no-write-system-prompt
MCP server for snowflake that doesn't allow write operations under any circumst…
|
25 | F | 69 | 63 | — | 57 | 80 | ||
| 77 |
MC-Data Monitor
SQL pipeline observability and DBT integration monitor.
|
22 | F | — | — | — | — | 67 | ||
| 78 |
nl-opendata-mcp
Enables accessing and querying Dutch government open datasets from CBS and data…
|
— | — | — | — | — | — | — | ||
| 79 |
JupyterMCP
Enables AI agents to create, read, edit, and execute Jupyter notebook cells, ma…
|
— | — | — | — | — | — | — | ||
| 80 |
ECommerce MCP Server
Enables querying ecommerce data (customers, products, orders, reviews) using na…
|
— | — | — | — | — | — | — | ||
| 81 |
mcp-data-tools
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
|
— | — | — | — | — | — | — | ||
| 82 |
warehouse-mcp
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, Duck…
|
— | — | — | — | — | — | — | ||
| 83 |
Snowflake MCP Server
Enables Snowflake data operations through a Python FastAPI server with Prefect …
|
— | — | — | — | — | — | — | ||
| 84 |
myst-mcp
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
|
— | — | — | — | — | — | — | ||
| 85 |
mcp-server-jupyter
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
|
— | — | — | — | — | — | — | ||
| 86 |
snowflake-mcp
Enables AI agents to execute SQL queries and explore Snowflake databases using …
|
— | — | — | — | — | — | — | ||
| 87 |
Base dos Dados MCP
This MCP server provides AI-optimized access to Brazil's largest open data plat…
|
— | — | — | — | — | — | — | ||
| 88 |
Pandas-MCP Server
Enables LLMs to safely execute pandas code for data analysis and generate inter…
|
— | — | — | — | — | — | — | ||
| 89 | mcp-server-bigquery-2 | — | — | — | — | — | — | 95 | ||
| 90 |
bq_mcp_server
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
|
— | — | — | — | — | — | — | ||
| 91 |
databricks-transform-mcp
Enables AI agents to interact with Coalesce and Snowflake to perform data trans…
|
— | — | — | — | — | — | — | ||
| 92 |
jupyter-notebook-mcp
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
|
— | — | — | — | — | — | — | ||
| 93 |
trocco-mcp-tools
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
|
— | — | — | — | — | — | — | ||
| 94 |
notebook-edit
MCP server for structural editing of Jupyter notebook cells (list, read, insert…
|
— | — | — | — | — | — | — | ||
| 95 |
Jupyter Server MCP
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
|
— | — | — | — | — | — | — | ||
| 96 |
MCP DataFrame QA
A research-informed MCP server that enables natural language question answering…
|
— | — | — | — | — | — | — | ||
| 97 |
Pandas-MCP Server
Enables LLMs to safely execute pandas code for data analysis and generate inter…
|
— | — | — | — | — | — | — | ||
| 98 | snowflake-mcp-server | — | — | — | — | — | — | 95 | ||
| 99 |
Pandas-MCP Server
Enables LLMs to safely execute pandas code for data analysis and generate inter…
|
— | — | — | — | — | — | — | ||
| 100 |
jupyter-kernel-mcp
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
|
— | — | — | — | — | — | — |