Self-hosted LLM operations tools
The INITE Atlas lists 30. By use, the list opens with GreenPT, LiteLLM, Liquid AI, Baseten and OmniRoute.
Can run on your own infrastructure, per the homepage.
Where each one says so
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #14

GreenPT
Provides AI chat, APIs, and specialized tools running on European renewable energy infrastructure with transparent energy tracking.
28kActiveFrom ≈ $5.06/mo2025 - #19

LiteLLM
Routes requests across 140+ LLM providers and 1800+ models through a single API gateway with cost optimization and access controls.
15.2kActiveFree plan2023 - #22

Liquid AI
Distributes small foundation models optimized to run on devices without sending data to servers.
11.3kActiveFree plan2023 - #30

Baseten
Deploys and serves AI models in production with optimized inference across cloud infrastructure.
5.9kActiveFree plan2019 - #42

OmniRoute
Routes requests across 352 model providers through a single OpenAI-compatible endpoint, falling back automatically when a provider is unavailable or out of quota.
641Active - #53

EvoX Genesis
GPU-accelerated runtime for self-evolving agents, models, and workflows with evolutionary algorithms.
132Active - #58

Inferencer
Runs and inspects large language models locally with token-level control and distributed inference.
77ActiveFrom $9.99/mo - #80

NoemaAI Launch
Runs language models locally on Apple devices with file search and tool integration, syncing across Mac, iPhone, iPad and Vision Pro.
20ActiveFree - #88

Lekh AI
Runs large language models, generates images and videos, and creates music entirely on-device without internet or data collection.
16 - #89

Outlier
Runs large language models locally on Apple Silicon Macs for coding, file editing, and research without sending data to servers.
16ActiveFrom $249 once - #91

LiberaGPT
Runs large language models entirely offline on iPhone and Android devices without subscriptions or data collection.
14ActiveFree - #106

Gridlight
Runs AI inference on your own hardware with model routing, cost governance, and data residency controls.
3ActiveContact sales - #108

Bodhi App
Unified gateway for running local language models, cloud APIs, and MCP tools through a single chat interface.
3Active - #113

Bike4MindMCP · open
Runs chat, agent jobs and interactive artifacts across hosted frontier models and self-hosted open-weight models from one workbench.
3ActiveFrom $30/mo - #119

mlx-serve
Runs open-source language models and generative tools locally on Mac, with chat, image generation, voice cloning, and agent capabilities.
2Active - #130

Base Compute
Optimizes large language models to run locally on device hardware with minimal latency and cost.
1Active - #131

Fortaify
Runs language models, image generation, and voice processing locally on your device without sending data to the cloud.
1ActiveFrom $8.99/mo - #148

PandaProbe
Traces agent runs, evaluates outcomes, and generates validated fixes so agents can learn from failures autonomously.
99 linking domainsActiveFrom $29/mo - #150

Your Own AI
Runs large language models locally on your machine with optional cloud routing for frontier models.
60 linking domainsActiveFrom $200/yr - #153

co/core
Runs open-source AI models on members' shared hardware using a standard API compatible with OpenAI clients.
44 linking domainsActive - #158

varCHAR
Trains domain-specific language models inside your network without exporting data.
39 linking domainsActiveFrom $15,000 once2025 - #165

AI Cost Gate
Self-hosted gateway that logs metadata of LLM calls and enforces per-project and per-agent spend budgets.
27 linking domainsActiveFrom $29 once - #171

zizka.ai
Stores agent execution traces, replays sessions, and detects behavior drift in production.
29 linking domainsActive - #179

KernelAI
Runs 53 open-source language models locally on your phone with no account or internet required.
20 linking domainsActive - #185

Dryade
Orchestrates language model agents on your servers with policy-driven workflows, tool routing, and cryptographic audit trails.
EmergingActiveFrom ≈ $55/user/mo - #188

Decentralized AI Protocol/Launchpad
Decentralized AI protocol where miners earn rewards for GPU compute and developers launch AI models on Solana.
Emerging - #195

jitllm
Runs LLM inference by compiling kernels for your CPUs and GPUs and paging model blocks from disk as needed.
52 ★Active - #198

Ryuksaidso MVP
Manages agent execution with tracing, approvals, and multi-provider failover for production AI systems.
Little sign of useActive 
Libra
Runs compressed large language models locally on Apple silicon Macs using the MLX framework.
1ActiveFrom ≈ $12/mo
Titen
Stores agent memory as sourced observations and claims, compiles budgeted context packs, and serves them over an API and MCP.
1.6k installs/moActive
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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