PraisonAI is a multi-agent teams system. Prior to 4.6.58, recipe serve installs APIKeyAuthMiddleware or JWTAuthMiddleware when an operator selects api-key or JWT authentication, but each middleware forwards requests when PRAISONAI_API_KEY or PRAISONAI_JWT_SECRET and the corresponding recipe value are absent. Unauthenticated clients can then reach recipe execution, input, and output surfaces and may trigger connected tools despite the operator explicitly enabling authentication. This issue is fixed in 4.6.58.
CVE-2026-57127
“—” beside the score: it is equal to the CVSS score beside it.
This critical-severity CVE scores 9.8 under a secondary CVSS source (NVD's own analysis pending). EPSS exploit probability: 0.9% (59th percentile of EPSS-scored CVEs). No GitHub Security Advisory CVSS is on record for this CVE.
Also known asEUVD-2026-77615 (ENISA EUVD) · GHSA-j4hj-7hfh-g2f4 (GitHub Security Advisories)Source: ENISA EUVD
- CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
A fix is available — apply it.
- CVSS v3
- 9.8
- EG Score
- 9.8CRITICALmedium confidence
- EG Risk
- 75EG Risk 75/100
EG Risk is EchelonGraph's 0–100 priority score. It fuses impact severity (EG Severity, the CVSS base score, never the KEV-floored or EPSS-lifted EG Score) with real-world exploitation and automatability, under weights EchelonGraph set by hand, so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner.
How it’s computed (value × EchelonGraph’s weight)Severity98% × 45%Impact severity (EG Severity): CVSS 9.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.Exploitation40% × 40%EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.Automatability100% × 15%CISA's SSVC Automatable value: yes (Vulnrichment).SSVC (CISA's decision table, applied by EchelonGraph): Track at low, Track* at medium and Attend at high mission impact.Exploitation public PoC (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE.Action: A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high. - EPSS PROB
- 0.9%
- EPSS %ILE
- 59th
- KEV
- Not listed
What the EG score is made of (scorer v4.0: the three questions the 0–10 score mixes, published apart · methodology)
The EG score (9.8): severity, escalated by confirmed exploitation. This CVE's 9.8 is its impact severity (EG Severity), not escalated.
- EG Severity
- 9.8 CRITICALCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.a secondary CVSS source · CVSS v3.0 or v3.1
- EG Likelihood
- 0.9% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-26). FIRST's exploitation probability, not an EchelonGraph model.
- Confirmed exploitation
- None on record (CISA KEV, EG-KEV Tier 1)Reported apart from the likelihood: an observed fact, not a probability.
- EG Priority
- SSVC Track* at medium mission impactTrack at low, Track* at medium and Attend at high mission impact.CISA BOD 26-04: 3 days if the affected system is publicly exposed; 60 days if it is not.Each input and its source: the SSVC and BOD 26-04 blocks below.
SSVC (CISA's decision table, applied by EchelonGraph)Track at low, Track* at medium and Attend at high mission impact.
A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.
Exploitation public PoC (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE. Mission impact is CISA's Mission & Well-being decision point, and only you can judge it. CISA's table makes it high when Mission Prevalence is Essential — the vulnerable component "directly provides capabilities that constitute at least one MEF for at least one entity" (MEF: mission essential function) — or when Public Well-Being Impact is Irreversible: "multiple fatalities are likely", the cyber-physical system "is likely lost or destroyed", "extreme or serious externalities" are imposed on other parties, or social systems such as elections or the financial grid "are destabilized and potentially collapse". CISA's decision table
BOD 26-04 (CISA's remediation timeline, Table 1)3 days if the affected system is publicly exposed; 60 days if it is not.
In CISA KEV no (CISA's KEV catalog) · Automatable yes (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). Whether your system is publicly exposed is yours to answer. BOD 26-04 binds US Federal Civilian Executive Branch agencies; for anyone else it is CISA's published timeline, a reference rather than an obligation. The directive · how EchelonGraph applies it
Published
June 18, 2026
Last Modified
September 16, 2026
Advisory Details (3)
Auto-updated Oct 15, 2026praisonai: recipe serve auth middleware silently disables itself when no secret is set (CWE-306) · Advisory · MervinPraison/PraisonAI · GitHub
https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-j4hj-7hfh-g2f4PraisonAI v4.6.58
Patch available: MervinPraison/PraisonAI v4.6.58
https://github.com/MervinPraison/PraisonAI/releases/tag/v4.6.58commit 2f9677abb2ea (MervinPraison/PraisonAI)
Patch available: MervinPraison/PraisonAI v4.6.150 (contains commit 2f9677abb2ea)
https://github.com/MervinPraison/PraisonAI/commit/2f9677abb2ea68eab864ee8b6a828fd0141612e1Vendor Advisories for CVE-2026-57127(1)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
Affected Packages
(1 across 1 ecosystem)
PyPI(1)
| Package | Vulnerable range | Fix by version range | Dependents |
|---|---|---|---|
| praisonai | 0.0.1 ... 4.6.9 (749 versions) |
| — |
Weakness Classification(2)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 15× in last 7d / 51× in last 30d)
Each row is a time one of our pipelines fetched, updated or re-scored this CVE. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. An arrow marks a change the record states ("CVSS v3 → 9.1"); EPSS and GHSA rows show the values recorded at that time, not what changed (EPSS values are rounded; hover one for the exact figures). Most recent first.
- 2026-10-27 16:32 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-27 12:08 UTCEG score recompute
- 2026-10-26 16:31 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-26 14:26 UTCEG score recompute
- 2026-10-25 16:33 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-25 14:17 UTCEG score recompute
- 2026-10-24 18:33 UTCEG score recompute
- 2026-10-24 16:33 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-23 20:49 UTCEG score recompute
- 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-22 22:48 UTCEG score recompute
- 2026-10-22 16:34 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-22 01:03 UTCEG score recompute
- 2026-10-21 16:33 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-21 03:20 UTCEG score recompute
- 2026-10-20 16:33 UTCEPSS rescoreEPSS 0.9% · 59th percentile
- 2026-10-20 05:23 UTCEG score recompute
- 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-19 06:46 UTCEG score recompute
- 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-18 03:29 UTCEG score recompute
- 2026-10-17 16:34 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-17 10:28 UTCEG score recompute
- 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-16 12:20 UTCEG score recompute
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- 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-15 13:56 UTCEG score recompute
- 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-14 08:48 UTCEG score recompute
- 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-13 04:28 UTCEG score recompute
- 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-12 15:54 UTCEG score recompute
- 2026-10-11 19:37 UTCEG score recompute
- 2026-10-11 16:53 UTCEG score recompute
- 2026-10-11 14:15 UTCEG score recompute
- 2026-10-11 13:49 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.9% · 58th percentile
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- 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-06 05:45 UTCOSV refresh
- 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-03 14:26 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-02 17:56 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-29 15:22 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.9% · 57th percentile
- 2026-09-23 17:54 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.9% · 58th percentile
- 2026-09-17 19:31 UTCEPSS rescoreEPSS 0.9% · 57th percentile
- 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.9% · 57th percentile
- 2026-09-16 13:47 UTCEG score recompute
- 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.9% · 57th percentile
- 2026-09-14 18:09 UTCEG score recompute
- 2026-09-14 16:50 UTCEG score recompute
- 2026-09-14 16:27 UTCEG score recompute
- 2026-07-30 22:31 UTCEG score recompute
- 2026-07-26 18:46 UTCEG score recompute
- 2026-07-23 03:20 UTCEG score recompute
- 2026-07-20 21:34 UTCEG score recompute
Related CVEs(same product + same CWE)
Same product
10 shownPyPI:praisonai
Frequently asked(5)
What is CVE-2026-57127?
When was the CVE record for CVE-2026-57127 published?
Is CVE-2026-57127 actively exploited?
What is the CVSS score of CVE-2026-57127?
How do I remediate CVE-2026-57127?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2026-57127
Is Your Infrastructure Affected by CVE-2026-57127?
EchelonGraph automatically scans your cloud infrastructure and maps CVE exposure using blast radius analysis.