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AI agent tools for data analysis

In this catalog, a data analysis tool is one that explores, summarizes or models data to answer questions. Our enrichment pass tags 402 listings with it: 170 MCP servers, 79 agent skills, 11 plugins, 2 agent frameworks and 140 AI agents. By listing rank, the top MCP server is OpenMetadata, the top agent skill is dfam-check and the top AI agent is Goose. 24 of the 402 are published by the vendor behind the product, and 251 were active in the last 30 days. 46 of the 170 MCP servers run only as remote servers, with nothing to install locally. Each entry below links to its listing page, with grades, install commands and sources.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

What the job is

Tagged listings
402
By type
170 MCP servers, 79 agent skills, 11 plugins, 2 agent frameworks and 140 AI agents
Published by the vendor
24 of 402
Active in the last 30 days
251 of 402
Open source
246 of 402
MCP servers that run only remotely
46 of 170
Hosts named by the MCP servers
Claude Code (159), Cursor (159), VS Code (159)

Building blocks by type

The top entries of each type, by listing rank. Open a listing for its install command, grades and sources.

MCP servers 170 tagged

  1. 1
    OpenMetadata

    open-metadata

    Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

    • 15.6K GitHub stars
    • Remote server, no local install
    • Active in the last 30 days

    ★ 15.6KLast active Oct 22, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  2. 2
    Finance Toolkit

    JerBouma

    200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

    • 5.5K GitHub stars
    • Most weekly downloads here (10.1K)
    • Runs locally or as a remote server

    ★ 5.5K↓ 10.1K/wkLast active Oct 22, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  3. 3
    Metabase

    metabase

    Lets AI clients search, explore, query, and visualize data in a Metabase instance.

    • Most GitHub stars here (49,832)
    • Remote server, no local install
    • Active in the last 30 days

    ★ 49.8KLast active Oct 23, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  4. 4
    Penguin Statistics

    penguin-stats.io

    Crowdsourced Arknights drop rates by stage and item, for the CN, US, JP and KR game servers

    • Remote server, no local install
    • Active in the last 30 days
    • Open source (MIT)

    ★ 202Last active Oct 23, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  5. 5
    obsei

    obsei

    Self-hosted customer feedback with PII stripped at ingest: search, stats and themes with citations.

    • 1.4K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 1.4K↓ 296/wkLast active Oct 17, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

Search MCP servers for data analysis → All connectors

Agent skills 79 tagged

  1. 1
    dfam-check

    earthtojake

    Measure mesh files against Design for Additive Manufacturing (DfAM) rules and report printability findings per process (FDM, SLS, SLA/DLP, metal PBF, MJF).

    • Repository has 22.9K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 22.9KLast active Oct 20, 2026Claude Code, Claude apps, Codex, Cursor +6

  2. 2
    cudf-analytics

    langchain-aiOfficial

    Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF.

    • Published by the vendor
    • Largest repository here (30,550 stars)
    • Active in the last 30 days

    ★ 30.6KLast active Oct 23, 2026Claude Code, Claude apps, Codex, Cursor +6

  3. 3
    nvflare-fed-stats

    NVIDIA FLARE Team <federatedlearning@nvidia.com>

    Compute federated statistics over tabular data (count, sum, mean, stddev, var, histogram, quantile, noise-protected min/max) and image data (count…

    • Repository has 3.7K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3.7KLast active Oct 8, 2026Claude Code, Claude apps, Codex, Cursor +6

  4. 4
    complexa-sweep

    Ohad Mosafi <omosafi@nvidia.com>

    Agent runbook for Proteina-Complexa parameter sweeps through the separately installed first-party CLI and config generator.

    • Repository has 3.7K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3.7KLast active Oct 21, 2026Claude Code, Claude apps, Codex, Cursor +6

  5. 5
    download-stats

    nubjs

    Generate download-stats CSVs and a chart for nub across its distribution channels (npm + GitHub release assets, which subsume Homebrew).

    • Repository has 4.4K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 4.4KLast active Oct 19, 2026Claude Code, Claude apps, Codex, Cursor +6

Search agent skills for data analysis → All skills

Plugins 11 tagged

  1. 1
    Stata MCP

    DeepEcon

    Stata MCP Extension for VS Code, Cursor, and Antigravity IDE

    • Most GitHub stars here (516)
    • Open source (MIT)

    ★ 516Last active Jul 5, 2026VS Code, Cursor, Windsurf, VSCodium

  2. 2
    Neo - Autonomous Machine Learning Engineer

    Neo Research

    Neo is an autonomous AI agent for machine learning engineers.

    VS Code, Cursor, Windsurf, VSCodium

  3. 3
    Wolfbook — Mathematica & Wolfram Language Notebooks

    wolfbook

    Mathematica-style Wolfram Language notebooks and WPaper LaTeX editing in VS Code, with live kernels, compiled-paper navigation, rich output, debugging and…

    ★ 41Last active Sep 17, 2026VS Code, Cursor, Windsurf, VSCodium

  4. 4
    Stata Workbench

    Thomas Monk

    Allows Stata code to be run directly from the IDE.

    • Open source (AGPL-3.0)

    ★ 32Last active May 10, 2026VS Code, Cursor, Windsurf, VSCodium

Search plugins for data analysis → All plugins

Agent frameworks 2 tagged

  1. 1
    nixtla

    Nixtla

    Python SDK for TimeGPT, a time series foundation model for forecasting and anomaly detection.

    • Most GitHub stars here (4,032)
    • Most weekly downloads here (28.2K)
    • Active in the last 30 days

    ★ 4K↓ 28.2K/wkLast active Oct 22, 2026

  2. 2
    datachain

    datachain-ai

    Python library that turns files in S3, GCS and Azure into versioned, typed datasets for pipelines and agents.

    • 2.8K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 2.8K↓ 4.5K/wkLast active Oct 23, 2026

Search agent frameworks for data analysis → All harnesses & sdks

AI agents 140 tagged

  1. 1
    Goose

    Agentic AI Foundation (Linux Foundation)

    Open-source general-purpose agent with a desktop app, CLI and API that works with many LLM providers and MCP extensions

    • 55.6K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 55.6KLast active Oct 24, 2026

  2. 2
    ChatDev

    OpenBMB

    Open-source platform where you configure multi-agent systems and workflows without writing code

    • 34.6K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 34.6KLast active Oct 16, 2026

  3. 3
    Agent Zero

    Agent Zero

    Agent framework that gives the agent its own Dockerized Linux computer with a browser, projects, skills and plugins

    • 19.6K GitHub stars
    • Active in the last 30 days

    ★ 19.6KLast active Oct 13, 2026

  4. 4
    WrenAI

    Canner

    Open-source generative BI engine that gives AI agents a governed semantic layer for correct SQL and shareable dashboards.

    • 18K GitHub stars
    • Active in the last 30 days

    ★ 18KLast active Oct 23, 2026

  5. 5
    DeerFlow

    ByteDance

    Open-source super agent harness that runs sub-agents, memory, sandboxes and skills for research, coding and content tasks lasting minutes to hours.

    • Most GitHub stars here (84,379)
    • Active in the last 30 days
    • Open source (MIT)

    ★ 84.4KLast active Oct 24, 2026

Search AI agents for data analysis → All agents

For business buyers: agents with stated pricing

Only agents whose listing states pricing are shown, with what the listing says. Check the publisher's pricing page before you buy.

AgentPricing in its listingSource
Julius AIJulius AIFreemium with a free tier; $0 to $450 per month; pricing page checked Oct 2026Pricing page
Siena AISiena AIUsage-based; $750 per month; pricing page checked Oct 2026Pricing page

Questions

What are the top tools for data analysis?
By listing rank, the top MCP server is OpenMetadata, the top agent skill is dfam-check and the top AI agent is Goose. Rank weighs adoption, freshness, documentation and publisher identity; money never changes it.
How many tools does the catalog list for data analysis?
402 listings are tagged for it: 170 MCP servers, 79 agent skills, 11 plugins, 2 agent frameworks and 140 AI agents. Tags come from an automated enrichment pass over the top-ranked listings, so tools outside that pass are not counted.
Which AI apps do the MCP servers work with?
Of the 170 MCP servers, 159 list Claude Code, 159 list Cursor and 159 list VS Code as a supported host. Open a listing for its install command and the other hosts it names.
Do the AI agents for data analysis cost money?
Pricing is stated for 2 of the 140 agents: Julius AI (freemium with a free tier), Siena AI (usage-based). The other agents state no pricing in their listings.

402 listings are tagged for this use case; the lists above show the top entries.

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