What is the best alternative to Kaggle MCP?

The top-rated alternatives to Kaggle MCP in the Developer Tools category include Openapi MCP Server, Claude Task Master, Andrea9293 MCP. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Kaggle MCP alternatives differ in installation and runtime?

Kaggle MCP and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to Kaggle MCP free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare Kaggle MCP with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

Developer Tools• MCP Alternatives Guide

Best Alternatives to Kaggle MCP

Looking for an alternative to Kaggle MCP? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Developer Tools ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Developer Tools servers →View Kaggle MCP Specs →

Target Reference Server

Kaggle MCP Overview

MCP server for the Kaggle API: competitions, datasets, kernels, and models.

Specification Matrix: Kaggle MCP vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
Kaggle MCP (Target)	uvx	Free/None	Free	—	—	Current
Openapi MCP Server	Remote (SSE)	No auth required	Free	904	—	Compare →
Claude Task Master	npx	API key	Bring your own API key (usage-based cost)	28,086	—	Compare →
Andrea9293 MCP	npx	Free/None	Free	344	—	Compare →
Next Devtools MCP	npx	No auth required	Free	824	—	Compare →
Shadcn Ui MCP Server	npx	API key	Free	2,999	—	Compare →
MCP Server Docker	uvx	No auth required	Free	744	—	Compare →
UI5 MCP Server	npx	Free/None	Free	100	—	Compare →
Docker MCP	uvx	No auth required	Free	503	—	Compare →
Hub MCP	Remote (SSE)	API key	Free	164	—	Compare →
MCP Graphql	npx	No auth required	Free	408	—	Compare →
R Roast My Design System	npx	Free/None	Free	25	—	Compare →
Pangolinfo Amazon Data MCP	npx	API key	Free	1	—	Compare →

Detailed Evaluation of Kaggle MCP Alternatives

Openapi MCP Server

Runtime: Remote (SSE)

Explore OpenAPI v3 specifications, summarize APIs, and inspect the endpoints needed for a task through MCP.

Key Features:

OpenAPI specification discovery

Plain-language API summaries

Operation-level endpoint details

3 0 904

Compare side-by-side

Claude Task Master

Runtime: npx

Parses PRDs into structured tasks, expands implementation steps, and manages AI development work across multiple model providers.

Key Features:

PRD parsing

Task expansion

Task dependencies

8 0 28,086

Compare side-by-side

Andrea9293 MCP

Runtime: npx

Local-first document management and semantic search for AI coding agents

2 0 344

Compare side-by-side

Next Devtools MCP

Runtime: npx

Verified

Connects coding agents to running Next.js 16+ dev servers for runtime errors, routes, logs, docs, and browser automation guidance.

Key Features:

Discovers running Next.js development servers

Proxies runtime errors, routes, logs, and metadata

Resolves Server Action IDs to source files

5 0 824

Compare side-by-side

Shadcn Ui MCP Server

Runtime: npx

Provides AI clients with shadcn/ui v4 components, blocks, demos, metadata, and multi-framework source access.

Key Features:

React, Svelte, Vue, and React Native implementations

Component source, demos, blocks, and metadata

GitHub-backed retrieval with caching

3 0 2,999

Compare side-by-side

MCP Server Docker

Runtime: uvx

Manage Docker containers, images, networks, and volumes through MCP tools, prompts, and resource templates.

Key Features:

Natural-language container composition prompt

Container lifecycle management

Image build, pull, push, and removal

3 0 744

Compare side-by-side

UI5 MCP Server

Runtime: npx

MCP server for UI5 application development

2 0 100

Compare side-by-side

Docker MCP

Runtime: uvx

Manage Docker containers, compose stacks, logs, and status through MCP tools.

Key Features:

Create standalone containers

Deploy Docker Compose stacks

Retrieve container logs

3 0 503

Compare side-by-side

Hub MCP

Runtime: Remote (SSE)

Verified

Searches Docker Hub and manages repositories through MCP, with optional PAT authentication for private operations.

Key Features:

Docker Hub Search V4 queries

Namespace and repository listing

Repository and tag existence checks

12 0 164

Compare side-by-side

MCP Graphql

Runtime: npx

Connects MCP clients to GraphQL endpoints for schema discovery and query execution, with mutations disabled by default.

Key Features:

GraphQL schema introspection

GraphQL query execution

Schema resource exposure

3 0 408

Compare side-by-side

Roast My Design System

Runtime: npx

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

2 0 25

Compare side-by-side

Pangolinfo Amazon Data MCP

Runtime: npx

Provides 19 Amazon, WIPO, and PACER data tools through a Python client or hosted MCP endpoint.

Key Features:

19 Amazon, WIPO, and PACER data tools

Synchronous Python client

Hosted Streamable HTTP MCP endpoint

3 0 1

Compare side-by-side

Best Alternatives to Kaggle MCP

Kaggle MCP Overview

Specification Matrix: Kaggle MCP vs Alternatives

Detailed Evaluation of Kaggle MCP Alternatives

Frequently Asked Questions: Kaggle MCP Alternatives