Prompt Management Tools

Tools for creating, organizing, testing, debugging, and managing LLM prompts as reusable assets. Includes prompt caching for cost optimization, prompt templating frameworks, and CLI/UI utilities for prompt engineering workflows. Does NOT include applications that use prompts internally, RAG systems, or domain-specific AI generators.

There are 29 prompt management tools tracked. 1 score above 50 (established tier). The highest-rated is microsoft/ai-dev-gallery at 61/100 with 1,421 stars. 1 of the top 10 are actively maintained.

Get all 29 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=prompt-management-tools&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	microsoft/ai-dev-gallery An open-source project for Windows developers to learn how to add AI with...	61	Established	1,421	C#
2	sethbang/venice-ai 🐍 Python client for Venice.ai. Seamlessly integrate powerful GenAI: chat 💬,...	42	Emerging	11	Python
3	betterprompt-com/Rocket Better Prompt Rocket is an AI-optimised, accessibility-first web template...	32	Emerging	1	HTML
4	pelikhan/action-genai-issue-dedup GitHub Action to detect duplicate issues.	30	Emerging	8	TypeScript
5	TechWithTy/kling Kling AI Python SDK - Production-ready, type-safe Python client for Kling...	29	Experimental	7	Python
6	pelikhan/action-genai-video-issue-analyzer GitHub Action that analyzes attached videos and generate action bullet points.	27	Experimental	3	TypeScript
7	Cutwell/canary LLM prompt injection detection	26	Experimental	3	Python
8	OP5dev/Prompt-AI AI inference request GitHub Models via this GitHub Action.	23	Experimental	7	—
9	Drakkarrr/D-prompt-AI An Open source web-based Generative AI app using OpenAI API and replicate...	22	Experimental	20	TypeScript
10	scthornton/Direct-vs-Indirect-Prompts Understanding prompts - indirect vs direct LLM	21	Experimental	2	Mermaid
11	svilupp/textprompts TextPrompts treats your prompts as text files with simple metadata header...	20	Experimental	1	Python
12	3ConstArt3/CodeGenerator Generate AI-driven or local random text, save it to file, and verify...	19	Experimental	—	Python
13	HVbajoria/Prompthive-Validator Revolutionizing AI talent evaluation through multimodal intelligence and...	17	Experimental	2	TypeScript
14	navdeep-G/prompt-lint Static linter for prompts	17	Experimental	2	Python
15	Nameless8243/bedrock-rag-prompt-injection-poc Security case study: RAG prompt injection on AWS Bedrock Knowledge Bases +...	16	Experimental	1	Python
16	xinbenlv/openhands-action GitHub Action that uses OpenHands in a workflow	16	Experimental	10	Shell
17	MorningStarTM/QA-Generation This project is about QA-Generation using Dspy with including prompt optimization	16	Experimental	1	Python
18	imkohenauser/mtp Mapping the Prompt (MTP) is a lightweight, model-agnostic framework for...	15	Experimental	5	—
19	aasouzaconsult/GenAI-Prompts Generative AI	15	Experimental	2	—
20	amaliaridhani/prompt-manager 🛠️ Manage and search AI coding prompts easily with this TUI tool, supporting...	14	Experimental	—	HTML
21	bensonbabu93/ai-prompt-evaluator A prompt experimentation tool that benchmarks LLM responses across multiple...	14	Experimental	—	Python
22	Bennowan/PromptShelf A modular Python tool for locally managing and archiving prompts,...	13	Experimental	2	Python
23	Arcanna-AI/narratives Our reusable, modifiable prompts and simple agents that are included within...	12	Experimental	1	—
24	imperorrp/poiesis-ex-machina Astro + Serverless AI Poetry generator. Select an archetype and provide a...	11	Experimental	2	TypeScript
25	MoshikoKar/Generative-AI-Prompt-Creator A Python-based application to generate AI prompts with dynamic options and...	11	Experimental	2	Python
26	hallucinaut/promptinject Detect and prevent prompt injection attacks on LLM applications	11	Experimental	—	Go
27	miozilla/promptd promptd :keyboard::brain::speaking_head: : Prompt Design # Prompt...	11	Experimental	—	Jupyter Notebook
28	GOWone/MagicFinger Multi-AI tools based on open source models	11	Experimental	—	C#
29	inactinique/DH2024_prompting_the_past For several years now, AI-based systems have been able to automatically...	10	Experimental	1	Jupyter Notebook