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 28 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 28 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	pelikhan/action-genai-issue-dedup GitHub Action to detect duplicate issues.	36	Emerging	8	TypeScript
4	TechWithTy/kling Kling AI Python SDK - Production-ready, type-safe Python client for Kling...	35	Emerging	7	Python
5	pelikhan/action-genai-video-issue-analyzer GitHub Action that analyzes attached videos and generate action bullet points.	33	Emerging	3	TypeScript
6	Cutwell/canary LLM prompt injection detection	33	Emerging	3	Python
7	Drakkarrr/D-prompt-AI An Open source web-based Generative AI app using OpenAI API and replicate...	29	Experimental	20	TypeScript
8	OP5dev/Prompt-AI AI inference request GitHub Models via this GitHub Action.	29	Experimental	7	—
9	scthornton/Direct-vs-Indirect-Prompts Understanding prompts - indirect vs direct LLM	28	Experimental	2	Mermaid
10	svilupp/textprompts TextPrompts treats your prompts as text files with simple metadata header...	26	Experimental	1	Python
11	xinbenlv/openhands-action GitHub Action that uses OpenHands in a workflow	23	Experimental	10	Shell
12	aasouzaconsult/GenAI-Prompts Generative AI	22	Experimental	2	—
13	HVbajoria/Prompthive-Validator Revolutionizing AI talent evaluation through multimodal intelligence and...	21	Experimental	2	TypeScript
14	3ConstArt3/CodeGenerator Generate AI-driven or local random text, save it to file, and verify...	21	Experimental	—	Python
15	MorningStarTM/QA-Generation This project is about QA-Generation using Dspy with including prompt optimization	20	Experimental	1	Python
16	MoshikoKar/Generative-AI-Prompt-Creator A Python-based application to generate AI prompts with dynamic options and...	18	Experimental	2	Python
17	imperorrp/poiesis-ex-machina Astro + Serverless AI Poetry generator. Select an archetype and provide a...	18	Experimental	2	TypeScript
18	krixik-ai/krixik-docs Documentation for the Krixik Python client.	15	Experimental	38	Python
19	Magenta91/prompt_tester101 A comprehensive web application that extracts text from PDF files, processes...	14	Experimental	1	Python
20	bensonbabu93/ai-prompt-evaluator A prompt experimentation tool that benchmarks LLM responses across multiple...	14	Experimental	—	Python
21	amaliaridhani/prompt-manager 🛠️ Manage and search AI coding prompts easily with this TUI tool, supporting...	14	Experimental	—	HTML
22	krixik-ai/python-client Easily assemble and consume modular pipelines of sequenced AI models.	13	Experimental	12	Python
23	hallucinaut/promptinject Detect and prevent prompt injection attacks on LLM applications	13	Experimental	—	Go
24	inactinique/DH2024_prompting_the_past For several years now, AI-based systems have been able to automatically...	12	Experimental	1	Jupyter Notebook
25	agradecido/python-text-generator-ai Python API that generates text based on keywords and/or short input phrases	11	Experimental	—	Jupyter Notebook
26	kirigen-ai/pipelines An intelligent pipelining for cognitive-ai systems	11	Experimental	—	Python
27	MPetta/textgen Dash app for text generation and sentiment analysis with pretrained large...	11	Experimental	—	Python
28	Tuanpluss02/Prompter Prompter is a Flutter application designed to provide a seamless and...	10	Experimental	2	Dart