Edit Drift alternatives

Edit Drift (MegaTroll222/edit-drift): Edit Drift is a chained-edit benchmark and scorer that measures how much image models alter the untouched parts of a photo across 40 consecutive edits, with a CLI and a Claude Code plugin. See its 3 use cases.

Similar repos

1. LangExtract google/langextract · Python
   LangExtract is a Google Python library that uses LLMs to extract structured information from unstructured text with precise source grounding and an interactive visualization. Developers and analysts pulling structured fields out of long documents such as reports, notes or literature.
   3 use cases, for example Extract structured entities from text with exact sources
2. Crawl4AI unclecode/crawl4ai · Python
   Crawl4AI is an open-source web crawler and scraper that turns websites into clean, LLM-ready Markdown for RAG, agents and data pipelines, self-hosted or via a hosted API and MCP server. Developers building RAG pipelines, agents or datasets from web content.
   3 use cases, for example Turn any web page into clean Markdown for RAG
3. Firecrawl firecrawl/firecrawl · TypeScript · 195,071 stars
   Firecrawl is an API that searches, scrapes, crawls and interacts with the web and returns clean markdown, structured JSON or screenshots for AI agents. It handles JavaScript-heavy pages, proxies and rate limits, parses PDFs and DOCX, can click and type before extracting, and plugs into agents as a skill or an MCP server. It is open source and also offered as a hosted service with an API key. Developers building AI agents, RAG pipelines or research tools that need clean page content instead of raw HTML.
   3 use cases, for example Turn any web page into clean markdown for an LLM
4. OpenBB openbq-org/OpenBB · Python
   OpenBB's Open Data Platform (ODP) is an open-source toolset that connects proprietary, licensed and public financial data once and exposes it to Python for quants, OpenBB Workspace and Excel for analysts, MCP servers for AI agents and REST APIs for other apps. It installs with pip, includes a command line interface, and can run a local API backend for the OpenBB Workspace. Quants, analysts and developers who want one Python and API layer for stock, options, crypto and macro data, including for AI agents.
   3 use cases, for example Pull market data into Python in three lines
5. DSH Usage Aisland-SJL/dsh-usage · JavaScript
   dsh-usage is a JavaScript plugin for DeepSeek Harness that adds a persistent balance and token-usage dock, a detail panel, an activity heatmap, and a DSH versus Claude Code usage comparison. Developers and power users of DeepSeek Harness Web GUI or Windows Desktop who want to track API balance and token use across providers and channels.
   4 use cases, for example Watch DeepSeek balance and daily tokens in the Harness dock
6. Schemagate ashishsinha1602/schemagate · Python · 173 stars
   schemagate is a Python library and local studio page that filters a text-to-SQL schema by the caller's grants, so restricted tables never reach the LLM prompt. Data engineers and developers building text-to-SQL agents who need the model to see only the tables each user is allowed to read.
   5 use cases, for example See which tables a caller is blocked from
7. Asobeast AsoBeast/asobeast · TypeScript
   AsoBeast is an open source App Store Optimization tool and keyword rank tracker for the Apple App Store and Google Play, self-hosted with Docker or used as a hosted service. Indie developers, small studios and agencies that ship a handful of apps and want their ASO data kept on their own infrastructure.
   4 use cases, for example Self-host a keyword rank tracker for your apps
8. Coreclaw API Directory cporter202/coreclaw-api-directory · Python
   A community-maintained directory of 118 public CoreClaw Workers, which are runnable web-data workflows for scraping and collecting structured data from public websites. Developers, data analysts, and sales or SEO teams who need structured public web data and want to pick a ready-made Worker instead of building a scraper.
   4 use cases, for example Build a local business lead list from Google Maps

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