Technology & Software Engineering Top 100 / #–ARD = Agentic Resource Discovery · A2A = Agent2Agent · MCP = Model Context Protocol

Open-source project · Other · self-hosted

ekko-studio

Ekko Studio is a local-first AI workspace for multi-agent chat, coding, and visual workflows, available on desktop and the web. Publisher: EKKOLearnAI.

Vendor page ↗+ CompareExport JSON

Trust profileas of 2026-10-26

Publisherlikely · Repository ownership or inferred publisher domain — repository or Hub account ownershiplikely

Complianceno evidence foundT5

SecurityNo CVE linked to this agent in the CVE registry — none linked in the products checked, not a findingnone

ProtocolsModel Context Protocol (MCP) probed, not foundAgent2Agent (A2A) probed, not foundAgentic Resource Discovery (ARD) probed, not found0 / 3

TracesNone found — nobody has published what this agent does under attacknone

Issues found0 regulator actions · 0 incidents · 0 withdrawn certificates · CVEs: see Securitylinks only

Evidence available — not a safety certification. Suitability depends on your task, deployment and permissions. Rows marked vendor-level describe EKKOLearnAI, not this agent specifically.

Traces — under attack, in defence, in incidents

none public · what a trace is

No public trace found. Nobody has published what ekko-studio does when its inputs carry instructions it should not follow, when a tool asks for credentials, or when a task invites a destructive command. Defenders can't learn from what they can't see: run it in a sandbox before the pilot and keep the transcript, or ask the vendor to publish one.

● third-party or vendor report · ◎ this registry's own probe transcript · ⚠ data left the environment. A trace describes one version on one date; it is evidence of behaviour, never a certification. Rows marked unreviewed have not yet been checked against their source by the maintainer.

CVEs — on the official record

none linked · the registry

No CVE in the registry names this agent or its listed product. That reads "none linked in the products checked", never as a finding: a product that is not on the registry's list, or a record that names it differently, is not seen. The vendor's own advisories remain the source of truth.

Compliance evidence

4 frameworks shown

–

SOC 2

T5 Unknown

Nothing found in the sources checked.

Scope: — · registries, marketplaces, vendor pages

ask the vendor

–

ISO 27001

T5 Unknown

Nothing found in the sources checked.

Scope: — · registries, marketplaces, vendor pages

ask the vendor

–

ISO 42001

T5 Unknown

Nothing found in the sources checked.

Scope: — · registries, marketplaces, vendor pages

ask the vendor

–

CSA STAR

T5 Unknown

Nothing found in the sources checked.

Scope: — · CSA STAR Registry

ask the vendor

"Unknown" means nothing was found in the sources checked — registries, marketplaces and the vendor's own pages. It is not a finding of non-compliance; ask the vendor.

✔ found · ○ claimed · – not found · ⚠ expired, stale or revoked. Every row links to its source.Dispute or correct this dossier

GDPR, assembled from checks

GDPR● 0 found in registries or documents○ 0 vendor-claimed⚠ 0 issues linkedas of 2026-10-26

– Not foundNo Article 42 GDPR seal. "GDPR certified" is never shown without one.

☐ You checkYour lawful basis, DPIA, and whether this agent is inside the certificate scope.

News and chatter

last 90 days · linked with confidence ≥ 0.85

2026-10-23

ekko-studio: Ekko Studio v0.7.39

GitHub releases · ## 更新重点 - 新增跨轮次会话任务记录，Agent 可持续跟进用户目标并保存完成依据 (#3499) - 新增会话任务抽屉，可跳转到关联对话；完善移动端列表、任务详情与会话名称，减少琐碎任务记录 (#3501、#3509、#3510) - 远程 Studio 的 Agent 可在桌面端明确授权后使用本机内置浏览器，支持随时停止共享 (#3478) - 账号主题快捷切换新增跟随系统模式；统一抽屉的顶部间距、主题背景与直角样式 (#3496、#3475) - 群聊空状态展示

Product update

2026-10-20

ekko-studio: Ekko Studio v0.7.38

GitHub releases · ## 更新重点 - 新增自动 API 模式，可按已知连接和模型匹配协议，兼容带服务商前缀的模型名称；新建连接仍默认 Chat Completions (#3469) - 桌面端新增本机与远程设备切换和设备管理，替换旧的局域网配对入口 (#3464) - 模型 API 新增云端访问、密钥可用模型限制和累计美元预算，恢复 Agent 用量细分，并修复面板宽度 (#3440、#3450) - 支持通过桌面端和网页链接导入服务商，导入前可确认并补全连接信息 (#3438) - Ek

Product update

Headline, link and a summary attributed to the outlet. News never changes trust or domain scores.

Technology & Software Engineering score

technology profile · sar-score-2.0 · unranked

Adoption / usage24 / 30

Trust & security16 / 25

Project / product health20 / 20

Ecosystem / interoperability3 / 15

Domain expertise / fit71 / 100

Governance / compliance evidenceunknown

Docs / transparency7 / 10

Raw component / maximum, then weighted by the technology profile (adoption 30, trust 20, project 20, ecosystem 15, domain 10, governance 0, docs 5). Trust and governance are computed from the evidence on this page (vendor-level rows at half credit); the other components come from the curated workbook, whose order is the rank. Unknown components count as 0 and are never imputed.

Before you deploy

Derived from the evidence ledger. This agent is not yet in the reference set, so deployment questions (credentials, approval, data handling) are not answered here — ask the vendor.

Evidence supporting this use (0)

Nothing found in the sources checked.

Unknowns to check (2)

Ask the vendor for SOC 2, ISO 27001, ISO 42001, CSA STAR evidence; none was found in the sources checked

Whether the agent exposes MCP or A2A endpoints; none were observed

Suggested restrictions for a pilot (2)

Ask for the SOC 2 report under NDA before the pilot touches customer data; none was found in the sources checked.

No public trace of this agent under adversarial input was found. Run it in a sandbox against your own prompt-injection and tool-abuse scenarios before the pilot, and keep the transcript; the enterprise edition records one.

Rules: config/deploy_rules.json. Advice for a bounded pilot, not a verdict.

Provenance

GitHubrepository signals, license

NVDsecurity (CVE keyword search)

Hacker News, GDELT, vendor feedsnews and chatter

First seen2026-10-26

Recordres_369f0ea2140db823

Open the full record (JSON) →