TokenTip
Runs on Compute · a TokenTip directory

The software everyone runs on now runs on compute.

Open source used to cost maintainers their time. It still does — but a second bill arrived, paid in inference: the agents, the evals, the models these tools call every day. This is a living directory of 64 open-source projects that run on compute, and the people who quietly pay for it.

We list how to support each one — their own funding, first: GitHub Sponsors, Ko-fi, Open Collective, wherever they already are. TokenTip is our point of view — the way readers can fund a maintainer's compute directly — not the only road. Support them however you can.

★ Star it on GitHub — the directory is an open, CC0 awesome-list. Know a project that runs on compute and takes funding? Send a PR.

Inference engines & gateways

Serve or route model calls — the maintainers here pay for GPUs or upstream API credit directly.

Josh-XT/AGiXT 3.2k★ · Python

AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.

solo maintainer · site · @JoshXTSupport: GitHub SponsorsKo-fi
yamadashy/repomix 27.3k★ · TypeScript

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

solo maintainer · site · @yamadashySupport: GitHub Sponsors
TheR1D/shell_gpt 12.2k★ · Python

A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.

solo maintainer · site · @ther1dSupport: GitHub Sponsors
AstrBotDevs/AstrBot 37.1k★ · Python

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

langchain4j/langchain4j 12.6k★ · Java

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

team · siteSupport: Open Collective
nguyenphutrong/quotio 4.6k★ · Swift

Stop juggling AI accounts. Quotio is a beautiful native macOS menu bar app that unifies your Claude, Gemini, OpenAI, Qwen, and Antigravity subscriptions – with real-time quota tracking and smart auto-failover for AI coding tools like Claude Code, OpenCode, and Droid.

solo maintainer · siteSupport: GitHub SponsorsKo-fi

Agent frameworks & runtimes

Orchestrate multi-step LLM calls — every run is inference the maintainer often foots during dev and CI.

Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, OpenCode, Antigravity, Hermes, and Pi. 45 commands - self-rewriting notes, hybrid semantic search, key-less web research, /obsidian-architect codebase docs, and scheduled agents that maintain the vault while you sleep.

solo maintainer · site · @eugeniu_ghelburSupport: GitHub Sponsors
Fosowl/agenticSeek 26.6k★ · Python

Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. Also checkout AgenticSeek successor 3Toks! https://github.com/Fosowl/3toks

solo maintainer · site · @Martin993886460Support: GitHub Sponsors
openlit/openlit 2.6k★ · TypeScript

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

team · siteSupport: Open Collective
Nano-Collective/nanocoder 2.2k★ · TypeScript

An open coding agent for your terminal, built by a community collective rather than a company. Bring your own model, keep your code on your machine, and owe nothing to anyone.

neuron-core/neuron-ai 2.0k★ · PHP

The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that interact with your data and UI.

team · siteSupport: GitHub Sponsors

Coding agents & dev tools

AI that writes, reviews, or drives your code — heavy per-invocation model spend.

matt1398/claude-devtools 3.7k★ · TypeScript

The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.

solo maintainer · siteSupport: GitHub Sponsors
diegosouzapw/OmniRoute 21.8k★ · TypeScript

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, multimodal, Desktop/PWA. Built by 500+ contributors.

solo maintainer · siteSupport: GitHub Sponsors
sirmalloc/ccstatusline 11.9k★ · TypeScript

🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more.

solo maintainerSupport: Buy Me a Coffee
mufeedvh/code2prompt 7.5k★ · Rust

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

solo maintainer · site · @mufeedvhSupport: via the repo

🦞 OpenClaw (Clawdbot/Moltbot) 汉化版 - 开源个人 AI 助手中文版 | Claude/ChatGPT LLM 接入 | WhatsApp/Telegram/Discord 多平台 | 每小时自动同步 | CLI + Dashboard 全中文 | 全流程搭建教程,以及排错指南!

solo maintainer · siteSupport: via the repo
jgravelle/jcodemunch-mcp 2.0k★ · Python

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

solo maintainer · siteSupport: via the repo
decolua/9router 22.8k★ · JavaScript

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

solo maintainer · siteSupport: via the repo
Helicone/helicone 6.0k★ · TypeScript

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

team · siteSupport: via the repo
CoplayDev/unity-mcp 12.7k★ · C#

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

team · siteSupport: via the repo

RAG, memory & retrieval

Embed, store, and retrieve for LLMs — embedding and query calls add up.

RyanCodrai/turbovec 13.6k★ · Python

A vector index built on TurboQuant, written in Rust with Python bindings

solo maintainer · siteSupport: via the repo
datawhalechina/all-in-rag 9.7k★ · Python

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

team · siteSupport: via the repo
agentset-ai/agentset 2.0k★ · TypeScript

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

team · siteSupport: via the repo
aws-samples/aws-genai-llm-chatbot 1.4k★ · TypeScript

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

team · siteSupport: via the repo
SakanaAI/doc-to-lora 781★ · Python

Hypernetworks that update LLMs to remember factual information

team · siteSupport: via the repo

Chat & assistants

Conversational UIs and assistants — user-facing inference at scale.

vynect/venom 6.6k★ · TypeScript

Venom is a high-performance system developed with JavaScript to create a bot for WhatsApp, support for creating any interaction, such as customer service, media sending, sentence recognition based on artificial intelligence and all types of design architecture for WhatsApp.

solo maintainer · siteSupport: Ko-fiIssueHuntWebsiteWebsite
HuLaSpark/HuLa 7.5k★ · Vue

🍀 A cross-platform instant messaging desktop application with exceptional performance built on Rust + Vue3, compatible with Windows, macOS, Linux, Android, and iOS(一款基于Rust+Vue3极致性能的跨平台即时通讯桌面应用,兼容Windows、MacOS、Linux、Android、IOS)

Eval, observability & LLMOps

Test, trace, and monitor model behaviour — evals are themselves inference runs.

traceloop/openllmetry 7.3k★ · Python

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

team · siteSupport: via the repo
Kiln-AI/Kiln 5.0k★ · Python

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

team · siteSupport: via the repo
bionic-gpt/bionic-gpt 2.3k★ · Rust

Bionic is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality

team · siteSupport: via the repo
langfuse/langfuse 31.5k★ · TypeScript

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

team · siteSupport: via the repo

Everything else that runs on models

Useful open-source tools built on top of AI inference.

MadsLorentzen/ai-job-search 24.4k★ · TypeScript

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

solo maintainerSupport: Ko-fi
AsyncFuncAI/deepwiki-open 17.4k★ · Python

Open Source DeepWiki: AI-Powered Wiki Generator for GitHub/Gitlab/Bitbucket Repositories. Join the discord: https://discord.gg/gMwThUMeme

team · siteSupport: GitHub Sponsors
DayuanJiang/next-ai-draw-io 33.7k★ · TypeScript

A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization.

solo maintainer · siteSupport: GitHub Sponsors
AI4Finance-Foundation/FinGPT 20.9k★ · Jupyter Notebook

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

team · siteSupport: Website

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