What this actually is
This is not a list of cheap alternatives. Every one of the five below is free, public and open, and each one removes a specific meter rather than lowering a price. That distinction matters, because a cheaper subscription is still a subscription and a removed meter is a line item that never comes back.
The video says over 500,000 combined. The real figure is 945,792.
- ripienaar/free-for-dev, 132,255 stars
- public-apis/public-apis, 466,531 stars, MIT
- D4Vinci/Scrapling, 75,397 stars, BSD-3-Clause
- ollama/ollama, 179,017 stars, MIT
- punkpeye/awesome-mcp-servers, 92,592 stars, MIT
The cost nobody is actually counting
Ask most people what their tooling costs and they will name the two things they chose on purpose. Those are almost never the problem.
- The trials. You started four to evaluate something in one afternoon, kept one, and are still being billed for the other three because cancelling was a Tuesday job you never did.
- The single feature APIs. You added one in March for one endpoint on one screen. It has a minimum monthly charge. The screen still works, so nobody has ever looked at it again.
- The seat you do not use. Somebody left, the seat stayed, and the invoice total did not change enough for anyone to notice.
- The per token bill. This one is different from the others because it scales with how much you actually work, which makes it feel earned rather than wasted right up until you read the month.
Each of these is small enough to feel like a rounding error, and there is no single screen anywhere that adds them together. That is the whole reason the total is invisible, and it is why an audit beats a negotiation.
1. free-for-dev, the directory of free tiers
A single maintained README listing services that have a genuinely usable free tier, aimed at developers and infrastructure people. It is not a coupon list and there is no signup.
- 1,346 entries across 56 sections, counted from the README on 20 August 2026
- Sections include Design and UI, Generative AI, CI and CD, Monitoring, Email, Forms, Analytics, Storage, DNS, Web Hosting and about forty more
- Repo: github.com/ripienaar/free-for-dev
Use it as a lookup rather than a read. Before you sign up for anything, search this file for the category first. Most of the time somebody has already found a tier that covers what you are about to pay for, and the entry tells you what the limit is before you build on it.
The honest caveat: it is a list, not a product. Quality varies entry by entry, some limits have changed since they were written, and you still have to read the free tier terms yourself before you depend on one.
2. public-apis, the switchboard
A categorised index of free public APIs, which is one of the most starred repositories on GitHub for a reason: it is the fastest way to find data you were about to pay a vendor for.
- 1,706 API entries across 51 categories, counted from the README on 20 August 2026
- Categories include Programming, Video, Finance, Data Validation, Weather, Geocoding, Machine Learning, Government, Health and Books
- Every entry carries whether it needs auth, whether it supports HTTPS and its CORS status, which is the information that decides whether it is usable from a browser
- Repo: github.com/public-apis/public-apis, MIT
The auth and CORS columns are the part people skip and then regret. An API with no auth and CORS enabled can be called straight from your front end with no proxy, no key management and no server. That is often the difference between an afternoon and a sprint.
3. Scrapling, the one that gets the page
A Python scraping framework whose distinguishing feature is that it fetches pages other libraries get blocked on. Its own README describes its fetchers as bypassing anti bot systems like Cloudflare Turnstile out of the box.
- 75,397 stars, BSD-3-Clause licensed
- StealthyFetcher for pages behind bot checks, Fetcher for fast plain HTTP with browser TLS fingerprint impersonation, DynamicFetcher for pages that need a real browser
- An adaptive parser that relocates your selectors when a site changes its markup, which is the maintenance cost that usually kills a scraper
- Session management, proxy rotation and pause and resume crawls
- Repo: github.com/D4Vinci/Scrapling
The practical read: the recurring bill you are replacing here is a per request scraping API, which is priced per page precisely because handling bot checks is the hard part. If your volume is small this is a library import instead of a vendor. If your volume is large, read the terms of the sites you are hitting first, because a tool that can fetch a page is not the same as a right to.
4. Ollama, the model on your own machine
A runtime that downloads and runs open weight models locally with one command. No API key, no per token cost, and the text never leaves your machine, which is the part that matters if you have ever hesitated to paste something into a hosted chat.
- 179,017 stars, MIT licensed
- Runs Llama, Mistral, DeepSeek, Qwen, Gemma, gpt-oss and most other open weight families
- One line to start: ollama run llama3
- Exposes an OpenAI compatible local endpoint, so most existing code points at it by changing a base URL
- Repo: github.com/ollama/ollama
The honest constraint, and it is the one that decides whether this works for you: local models trade a monthly bill for your own RAM. A 7B model is comfortable on 16GB. A 13B wants more. A 70B needs hardware most laptops do not have. Check the model size against your machine before assuming free means free, and expect a smaller model to be worse than a frontier hosted one at hard reasoning while being entirely adequate at summarising, extracting, classifying and rewriting.
5. awesome-mcp-servers, the connectors
Model Context Protocol is the standard that lets an assistant call your actual tools rather than describe them. This repository is the largest curated index of MCP servers that exist, which means it is the list you check before writing an integration yourself.
- 92,592 stars, MIT licensed. This is the figure the video quotes and it is accurate
- Servers covering browsers, databases, file systems, cloud providers, version control, issue trackers, note apps, communication tools and a long tail of everything else
- Repo: github.com/punkpeye/awesome-mcp-servers
The meter this removes is not a dollar figure, it is hours. The usual reason an assistant cannot do something useful is not capability, it is that it has no hands on the system that holds the data. Nine times out of ten somebody has already written the server, and finding it takes two minutes against the day it takes to write one.
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