What is the best alternative to Codabench MCP?

The top-rated alternatives to Codabench MCP in the Developer Tools category include Figma, Telnyx, API. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Codabench MCP alternatives differ in installation and runtime?

Codabench 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 Codabench 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 Codabench 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 Codabench MCP

Looking for an alternative to Codabench 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 Codabench MCP Specs →

Target Reference Server

Codabench MCP Overview

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
Codabench MCP (Target)	uvx	Free/None	Free	—	—	Current
Figma	bunx	Free/None	Free	8	—	Compare →
T Telnyx	Remote (SSE)	Free/None	Free	197	—	Compare →
A API	npx	Free/None	Free	1	—	Compare →
Ignite UI MCP Server	npx	Free/None	Free	136	—	Compare →
MCP Server Taiwan Weather	npx	Free/None	Free	11	—	Compare →
T Tldraw	npx	Free/None	Free	50,204	—	Compare →
Asaas	Remote (SSE)	Free/None	Free	7	—	Compare →
PraisonAI	npx	Free/None	Free	9,023	—	Compare →
Cypress Cloud MCP	npx	Free/None	Free	40	—	Compare →
Open Notebook	npx	Free/None	Free	44	—	Compare →
️ Not for Production Use!	npx	Free/None	Free	1	—	Compare →
Wikimedia Rest	Remote (SSE)	Free/None	Free	—	—	Compare →

Best Alternatives to Codabench MCP

Codabench MCP Overview

Specification Matrix: Codabench MCP vs Alternatives

Detailed Evaluation of Codabench MCP Alternatives

Figma

Telnyx

API

Ignite UI MCP Server

MCP Server Taiwan Weather

Tldraw

Asaas

PraisonAI

Cypress Cloud MCP

Open Notebook

️ Not for Production Use!

Wikimedia Rest

Frequently Asked Questions: Codabench MCP Alternatives