Patch Forecast
Amber warning
Patch this week.

CVE-2026-61427 · GHSA-hc5v-gxvj-58wh

PraisonAI: MCP HTTP-stream transport is unauthenticated by default, exposing tool enumeration and an unvalidated tool-call surface

Risk score
65/100
CVSS
7.3 v3.1
Exploit chance (30 days)
0.4%
Published
15 Jul 2026

Open in the live forecast Today's forecast

What to know

What it is
PraisonAI before 4.6.78 exposes the MCP HTTP-stream transport without authentication by default: the CLI --api-key option defaults to None, and the server only enforces Authorization/Bearer checks when an API key is configured. When an operator runs 'praisonai mcp serve --transport http-stream' without an API key, an …
Affected
praisonai (pip) <= 4.6.77
Fix
Upgrade praisonai to 4.6.78 or later.
Exploitation
Public proof of concept

Story map

Story map: praisonaiTHE FLAWSTHE FIXCVE-2026-61427PraisonAI: MCP HTTP-streamtransport is unauthenticatedby default, exposing tool…CVSS 7.3 · EPSS 0%CVE-2026-61445PraisonAI: AICoder ArbitraryFile Write and CommandExecution via LLM Tool CallsCVSS 9.9 · EPSS 1%CVE-2026-61426PraisonAI: AgentOS defaults tonetwork-exposed no-authmode, allowing…CVSS 8.6 · EPSS 0%CVE-2026-61435PraisonAI: Call APIlocalhost-only authenticationbypass via spoofed Host headerCVSS 8.2 · EPSS 1%Upgrade praisonai4.6.78or later on your release lineWho is exposedpraisonai (pip) <= 4.6.77AMBER · PATCH THIS WEEKpraisonaiThe AICoder UI componentexposes write_to_file andexecute_command tools to theLLM with no path validation andno command sanitization. Anattacker can achieve arbitraryfile write to any location on…Where it standsPublic proof of conceptCONNECTS TOSame weaknessMissing authentication (CWE-306)281 other warnings in 30 days →
Story map: the flaws, the fix, how it unfolded and what it connects to. Boxes link to the record or article.

At a glance

praisonai: Amber, patch this week. The AICoder UI component exposes write_to_file and execute_command tools to the LLM with no path validation and no command sanitization. An attacker can achieve arbitrary file write to any location on the filesystem (including /root/.ssh/authorized_keys, /etc/crontab) and arbitrary command execution through prompt inj…

The flaws

  • CVE-2026-61427: PraisonAI: MCP HTTP-stream transport is unauthenticated by default, exposing tool enumeration and an unvalidated tool-call surface (CVSS 7.3 · EPSS 0%)
  • CVE-2026-61445: PraisonAI: AICoder Arbitrary File Write and Command Execution via LLM Tool Calls (CVSS 9.9 · EPSS 1%)
  • CVE-2026-61426: PraisonAI: AgentOS defaults to network-exposed no-auth mode, allowing unauthenticated agent invocation and instruction disclosure (CVSS 8.6 · EPSS 0%)
  • CVE-2026-61435: PraisonAI: Call API localhost-only authentication bypass via spoofed Host header (CVSS 8.2 · EPSS 1%)

The fix

Upgrade praisonai: 4.6.78 or later on your release line

Who is exposed: praisonai (pip) <= 4.6.77

Where it stands

  • Public proof of concept

Connects to

Why it is Amber

  • CVSS 7.3 high
  • Public exploit or proof of concept referenced
  • Remotely exploitable without logging in
  • On your watchlist: PyPI

Affected packages

PackageEcosystemVulnerableFixed in
praisonaipip<= 4.6.774.6.78

References

Original description

PraisonAI before 4.6.78 exposes the MCP HTTP-stream transport without authentication by default: the CLI --api-key option defaults to None, and the server only enforces Authorization/Bearer checks when an API key is configured. When an operator runs 'praisonai mcp serve --transport http-stream' without an API key, an unauthenticated client (no Authorization header, and no Origin header, which is also permitted) can initialize a session, enumerate the available tools (tools/list), and invoke tools (tools/call). Additionally, the dispatcher forwards tool-call arguments to handlers without validating them against the advertised inputSchema. The server binds to 127.0.0.1 by default, so remote exploitation requires the operator to bind to a network-accessible address (e.g., --host 0.0.0.0).

Last activity 8 Oct 2026. Patch Forecast updates every hour.