- [embedding].maxconcurrent defaults to 10 instead of 5. The
- Milvus collections must be rebuilt once after upgrading. They gain the
- Response ids are unique within (appid, projectid), not globally; the
- The cascade optimizes a LanceDB table at most once a minute, not once
- A long-running server no longer leaks file descriptors on LanceDB index
- An interactive search no longer queues behind the cascade's embedding
EverOS by EverMind
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Agent tooling for cost, context and memory
New · Added to AgentGid on Oct 14, 2026Open source · Apache-2.0Free to start
Recently added on Oct 14, 2026. The description, category and pricing were filled in from public metadata and have not been checked by an editor yet.
Price
Free (OSS)
free and open source
Popularity
#49 in Agent tooling
Gid Score 28 / 100 · #49 of 65 ranked agent tools
Trend
Gaining stars
about +20 GitHub stars a day
Development
Actively updated
latest 1.4.2, 7d ago
Community
13.5K GitHub stars
5,495 package downloads a week
Usage data: latest readings Oct 19 to Oct 21, 2026, last checked Oct 21, 06:35 UTC. Date of each number
What EverOS does
It is free and open source (Apache-2.0); you pay only for the models it calls.
Key facts
| Maker | EverMind |
|---|---|
| First released | October 2025 |
| License | Apache-2.0 |
| Main language | Python |
| Open issues and PRs | 58 |
Pricing
Open source under the Apache-2.0 licence; check the website for any paid hosted plans.
, checked Oct 14, 2026. Prices change often; confirm before you buy.
Quick answers
- Free to start?Yes
- Open source?Yes (Apache-2.0)
- Closest alternativeOpenShell · all alternatives
What's new in EverOS: October 2026 so far
October brought performance improvements and fixes for multi-project setups, with changes to embedding concurrency defaults and vector database handling.
Action needed: Milvus collections must be rebuilt once after upgrading to this version.
- Embedding concurrency default increased from 5 to 10 for better performance.
- Interactive search no longer blocked by background cascade operations.
- Fixed memory overwrites when using the same owner across multiple projects.
- Resolved file descriptor leaks in long-running servers with LanceDB.
1 release this month · summarised from the official release notes · all months
Get started with EverOS
| PyPI | pip install everos |
|---|
These commands use the packages tracked on this page. The vendor may recommend a different installer.
EverOS alternatives
Best EverOS alternatives compared · All agent tooling for cost, context and memory
| # | Agent | Gid Score | Downloads 7d | 7d | 30d | Stars | Latest release | Price | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
OpenShellNVIDIA |
77 | 101K | down 14.1% | up 381.4% | 16.8K+103/day | 0.1.5yesterday | Free (OSS) | |||
| 2 |
|
72 | 22.9M | up 4.3% | — | 61.7K+79/day | 1.104.5today | Free (OSS) | |||
| 3 |
NVIDIA NemoClawNVIDIA |
69 | — | — | — | 22.8K+10/day | — | Free (OSS) | |||
| 4 |
|
64 | 9.5M | down 17.1% | up 17.7% | 36.1K+48/day | 4.66.0yesterday | Free + $29/mo | |||
| 5 |
|
64 | 2M | down 19.8% | up 0.3% | 194K+350/day | 2.11.04mo ago | Free + $16/mo | |||
| 6 |
|
60 | 3.2M | down 14.5% | up 21.9% | 14.5K+21/day | 2.11.2yesterday | Free + $150/mo | |||
| No agents match that filter. | |||||||||||
Ratings from people who use EverOS
No ratings yet. Used EverOS? Rate it and say what it is good and bad at.
EverOS news
-
EverOS 1.4.2 released
[embedding].maxconcurrent defaults to 10 instead of 5. The; Milvus collections must be rebuilt once after upgrading. They gain the; Response ids are unique within (appid, projectid), not globally; the
-
10 agents added to AgentGid
Octop, Corsair, OpenSandbox, Trail-Code, Chat ON Steroids, holaOS, Trueforge, EverOS, dsh-TUI, FrontierAgent
What changed: recent EverOS releases
10 stable releases in the last 90 days · Monthly summary · Full changelog
- openai is pinned below 3. Fresh installs from PyPI resolved
- pip install --upgrade everos brings openai back to 2.x. If a fresh
Earlier releases
- Native Windows support. The package ships the MSVC runtime
- Vector (ANN) indexes. Once a vector column holds
- [cascade] scanintervalseconds is a setting (default 30 s) instead of
- everos cascade sync, cascade fix --apply and cascade rebuild refuse
- pyarrow floor raised to 25.0.1. Materialising timestamp columns no
- Watcher paths are relativised without a resolve() per event, which was
- LLM-guided multi-round episode retrieval.
- Independent decider configuration. The new [decider] section selects
- Unified benchmark harness. One runner and four adapters cover LoCoMo,
- Cascade snapshot control. POST /api/v1/cascade/quiesce and
- OME attempts are bounded. One strategy attempt now has a 1,800-second
- SQLite pool saturation fails visibly. Pool size, overflow, checkout
- Optional Milvus derived-index backend. Install with
- Vector search now uses cosine distance on LanceDB too. The generic
- everalgo's transitive layer is pinned. everalgo-boundary,
- POST /api/v1/memory/add no longer fails on a freshly resolved install.
- Milvus datetime round-trips are exact below the millisecond threshold.
- Concurrent update() on the Milvus backend no longer loses writes. The
- Agent skill extraction is no longer stuck in a retry-then-dead-letter
- POST /api/v2/ome/trigger no longer masks strategy state. The status
- Agentic search on agent memory now uses the skill-shaped rerank
- OME strategy retries now back off between attempts. A retry-class error
- Path-traversal hardening for LLM-generated agent-skill names (CWE-22).
- A renamed skill no longer leaves an orphan directory that pollutes the
EverOS popularity and usage data
EverOS was downloaded 5,495 times from PyPI in the week ending Oct 19, 2026, up 21.7% on the week before. Its download count moved to a different level overnight on Sep 29, 2026. A jump like that comes from automated installs switching on or off or from a change in how the registry counts, so growth rates across that date are not shown. The GitHub repository has 13.5K stars, 495 of them added in the last 30 days. The latest stable release is 1.4.2, published Oct 14, 2026; there were 3 stable releases in the past 30 days.
Download the raw daily series: everos.csv
Gid Score breakdown
Adoption16
Community47
Attention—
Momentum52
Each component is scored 0 to 100 from public signals; a dash means no data for it. Methodology.
How fresh these numbers are
| Number | Latest reading | Last checked |
|---|---|---|
| Package downloads | Oct 19, 2026 | Oct 21, 06:31 UTC |
| GitHub stars | Oct 21, 2026 | Oct 21, 06:33 UTC |
| Website rank (Tranco) | Oct 20, 2026 | Oct 21, 06:35 UTC |
We fetch every source once a day. Registries publish downloads and page views a day or two late, so their latest reading trails the check. A reading more than 4 days old is marked out of date; the Gid Score still uses it until a newer one arrives.
EverOS FAQ
How much does EverOS cost?
Open source under the Apache-2.0 licence; check the website for any paid hosted plans.
Is EverOS open source?
Yes. EverOS is open source, released under the Apache-2.0 license.
How popular is EverOS?
EverOS was downloaded 5,495 times from PyPI in the week ending Oct 19, 2026, up 21.7% on the week before. Its download count moved to a different level overnight on Sep 29, 2026. A jump like that comes from automated installs switching on or off or from a change in how the registry counts, so growth rates across that date are not shown. The GitHub repository has 13.5K stars, 495 of them added in the last 30 days.
What is the latest version of EverOS?
The latest stable release we track is 1.4.2, published on Oct 14, 2026.
What are the alternatives to EverOS?
The closest alternatives in the same category by Gid Score are OpenShell, LiteLLM, NVIDIA NemoClaw, Langfuse.
For the makers of EverOS badges, corrections
Add a live badge to your README or site:
[](https://agentgid.com/agents/everos/)[](https://agentgid.com/agents/everos/)[](https://agentgid.com/agents/everos/)Something wrong or outdated on this page? Send a correction with a link to the official source. More for makers.
Where these numbers come from
PyPI: everos. GitHub: evermind-ai/everos. Site rank: evermind.ai on the Tranco list. See data sources for how each one is collected.
Product facts and pricing were checked against: evermind.ai, github.com, pypi.org.