What is the best alternative to MCP Numpy?

The top-rated alternatives to MCP Numpy in the Developer Tools category include MCP Hashlib, MCP Pyright, MCP Sympy. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do MCP Numpy alternatives differ in installation and runtime?

MCP Numpy 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 MCP Numpy 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 MCP Numpy 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.

Best Alternatives to MCP Numpy (Developer Tools)

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
MCP Numpy (Target)	uvx	Free/None	Free	—	—	Current
MCP Hashlib	uvx	Free/None	Free	—	—	Compare →
MCP Pyright	uvx	Free/None	Free	—	—	Compare →
MCP Sympy	uvx	Free/None	Free	—	—	Compare →
MCP Zabbix	uvx	Free/None	Free	—	—	Compare →
T Tldraw	npx	Free/None	Free	50,204	—	Compare →
Zomato MCP Server	npx	Free/None	Free	180	—	Compare →
PraisonAI	npx	Free/None	Free	9,023	—	Compare →
A Ascii Art	npx	Free/None	Free	1	—	Compare →
Leaseclear MCP	npx	Free/None	Free	—	—	Compare →
Apollo MCP Server	Remote (SSE)	Free/None	Free	308	—	Compare →
T Telnyx	Remote (SSE)	Free/None	Free	197	—	Compare →
Labelhead Artist Momentum	npx	Free/None	Free	80,077	—	Compare →