What is the best alternative to Citlyze?

The top-rated alternatives to Citlyze in the Developer Tools category include Codealive MCP, PraisonAI, WhyNote. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Citlyze alternatives differ in installation and runtime?

Citlyze 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 Citlyze 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 Citlyze 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 Citlyze (Developer Tools)

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
C Citlyze (Target)	Remote (SSE)	Free/None	Free	—	—	Current
Codealive MCP	npx	Free/None	Free	88	—	Compare →
PraisonAI	npx	Free/None	Free	8,958	—	Compare →
WhyNote	npx	Free/None	Free	—	—	Compare →
Servicegraph	npx	Free/None	Free	60	—	Compare →
Labelhead Artist Momentum	npx	Free/None	Free	79,378	—	Compare →
Open Investment Model	npx	Free/None	Free	3	—	Compare →
HeyClaude — Claude & AI workflow directory	uvx	Free/None	Free	293	—	Compare →
Builderforce	npx	Free/None	Free	5	—	Compare →
Gongio MCP	npx	Free/None	Free	21	—	Compare →
Airweave Search	uvx	Free/None	Free	6,562	—	Compare →
Qaskills	npx	Free/None	Free	206	—	Compare →
Parseflow	npx	Free/None	Free	2	—	Compare →