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prompt-optimizer vs anything-llm

prompt-optimizer and anything-llm share 5 technologies: Vite, Express, OpenAI, MCP, and Anthropic. prompt-optimizer is written in TypeScript and anything-llm in JavaScript.

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What they share and what sets them apart

linshenkx

prompt-optimizer

An AI prompt optimizer for writing better prompts and getting better AI results.

TypeScript40.1kRead on October 31, 2026, at commit 5951bd4What is prompt-optimizer built with?
Mintplex-Labs

anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

JavaScript67.7kRead on October 30, 2026, at commit 3661da4What is anything-llm built with?

In common

Only in prompt-optimizer

Only in anything-llm

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
prompt-optimizer309,080 lines written784 code files
anything-llm289,031 lines written1,156 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
prompt-optimizer0.8% of its commits signed by AIWith Claude Code and Jules
anything-llm0.4% of its commits signed by AIWith Claude Code, Cursor, Devin, and Aider
ActivityFrom GitHub and its history, on the day SeeRepo read it.
prompt-optimizerLast push October 30, 2026990 commits40,112 stars
anything-llmLast push October 30, 20262,445 commits67,716 stars
TestsThe files that test the code, and the share of code files a test imports.
prompt-optimizer476 test files47.3% of its code files have a test that imports them
anything-llm89 test files9.9% of its code files have a test that imports them

Frequently asked questions

Which is bigger, prompt-optimizer or anything-llm?
prompt-optimizer, with 309,080 lines written in 784 code files; anything-llm has 289,031 in 1,156.

The proof: linshenkx/prompt-optimizer's code at commit 5951bd4

Which has more GitHub stars, prompt-optimizer or anything-llm?
anything-llm, with 67,716 stars; prompt-optimizer has 40,112.

The proof: Mintplex-Labs/anything-llm on GitHub

Which has more tests, prompt-optimizer or anything-llm?
prompt-optimizer, with 476 test files; anything-llm has 89.

The proof: linshenkx/prompt-optimizer's code at commit 5951bd4

Which was updated more recently, prompt-optimizer or anything-llm?
Both got their last push on October 30, 2026.

The proof: linshenkx/prompt-optimizer's commits on GitHub

Which has more commits signed by AI, prompt-optimizer or anything-llm?
prompt-optimizer: an AI signed 0.8% of its commits, with Claude Code and Jules; in anything-llm, 0.4%.

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