CVE-2026-57112: Praisonaiagents PraisonAI ToolsMCPServer Legacy SSE Transport Vulnerability

HIGH
Advisory Identifier: GHSA-vmf9-xx9w-86wx
CVSS 8.3
CWE-306 CWE-862 CWE-346
Published
Advisory Summary

CVE-2026-57112 is a HIGH (CVSS 8.3) praisonai toolsmcpserver legacy sse transport vulnerability (CWE-306: Missing Authentication for Critical Function) affecting Praisonaiagents libraries in the PyPI ecosystem. The issue involves praisonai toolsmcpserver legacy sse transport accepts attacker host/origin and exposes registered tools. Remediation is available by upgrading affected packages to version 1.6.59, 4.6.59.

CVE-2026-57112 at a Glance

CVE Identifier CVE-2026-57112
GHSA Identifier GHSA-vmf9-xx9w-86wx
Severity HIGH
CVSS v3.1 Base Score 8.3
CWE Classification CWE-306: Missing Authentication for Critical Function
Affected Product Praisonaiagents
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 8.3

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:C/C:H/I:H/A:H).

Attack Vector Network (AV:N)
Attack Complexity High (AC:H)
Privileges Required None (PR:N)
User Interaction Required (UI:R)
Scope Changed (S:C)
Confidentiality High (C:H)
Integrity High (I:H)
Availability High (A:H)

How to Fix CVE-2026-57112

To remediate this vulnerability, upgrade all affected Praisonaiagents dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

praisonaiagents fixed: 1.6.59
pip install praisonaiagents>=1.6.59
praisonai fixed: 4.6.59
pip install praisonai>=4.6.59
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release:

pip show praisonaiagents

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-57112, inspect your installed packages using pip:

pip show praisonaiagents

Analyze the terminal output to locate any version of Praisonaiagents in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 1.6.59), your application is affected.

Note: The pip show praisonaiagents command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-306: Missing Authentication for Critical Function, where the product does not perform any authentication for functionality that requires a provable user identity or consumes a significant amount of resources. In Praisonaiagents, 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

# PraisonAI ToolsMCPServer legacy SSE transport accepts attacker Host/Origin and exposes registered tools ## Summary `praisonaiagents.mcp.ToolsMCPServer.run_sse()` builds a Starlette MCP HTTP+SSE server around `mcp.server.sse.SseServerTransport`. The server exposes `/sse` and `/messages/`, but it does not validate `Origin`, does not validate `Host`, and does not require any authentication. This is reachable through supported PraisonAI code paths that wrap configured MCP server tools and re-expose them over legacy SSE: - `praisonai mcp run <name> --transport sse` - `praisonai serve mcp --name <name> --transport sse` - direct use of `ToolsMCPServer(...).run_sse(...)` or `launch_tools_mcp_server(..., transport="sse")` A malicious website can use DNS rebinding against a local or internal PraisonAI SSE MCP server and send requests with attacker-controlled `Host` and `Origin` headers. The local PoV binds only to `127.0.0.1`, sends an attacker `Host` and `Origin`, lists the registered tool, and invokes it successfully. The same attacker `Origin` is rejected by PraisonAI's current Streamable HTTP transport with HTTP 403. The vulnerability is therefore a sibling transport guard gap in the legacy SSE wrapper, not intended behavior. ## Affected product - Repository: `MervinPraison/PraisonAI` - Packages: - `praisonaiagents` - `praisonai` - Primary component: `src/praisonai-agents/praisonaiagents/mcp/mcp_server.py` - CLI wrappers: - `src/praisonai/praisonai/cli/commands/mcp.py` - `src/praisonai/praisonai/cli/commands/serve.py` - Latest verified release/current head: - `praisonaiagents 1.6.58` - `PraisonAI 4.6.58` - repo head `1ad58ca02975ff1398efeda694ea2ab78f20cf3e` Suggested affected ranges: - `praisonaiagents >= 0.6.0, <= 1.6.58` - `praisonai >= 3.10.0, <= 4.6.58` No fixed version is known at submission time. Confirmed source sweep: ```text v3.0.0 ToolsMCPServer.run_sse helper present, no Origin/Host/auth checks v3.10.0 praisonai mcp run --transport sse wraps configured tools into helper v3.12.3 praisonai serve mcp --name --transport sse wraps configured tools v4.0.0 same vulnerable helper and CLI wrapping paths v4.4.12 same vulnerable helper and CLI wrapping paths v4.5.0 same vulnerable helper and CLI wrapping paths v4.5.56 same vulnerable helper and CLI wrapping paths v4.5.139 same vulnerable helper and CLI wrapping paths v4.6.57 same vulnerable helper and CLI wrapping paths v4.6.58 same vulnerable helper and dynamic PoV succeeds ``` ## Impact If a PraisonAI user starts a local or internal legacy SSE MCP server with registered tools, an attacker who gets that user to visit a malicious website can use DNS rebinding to interact with the SSE server through the browser. The attacker can discover exposed tools and invoke them as the local user. Impact depends on the configured tools. In realistic PraisonAI MCP deployments, registered tools may access local files, repositories, issue trackers, cloud APIs, internal services, or other automation targets. This can lead to confidentiality, integrity, and availability impact for the resources reachable by the exposed tools. The PoV is local-only and harmless. It exposes one marker tool that writes a canary string to a temporary directory. ## Root cause Current `ToolsMCPServer.run_sse()` constructs a Starlette app directly: ```python sse_path = "/sse" messages_path = "/messages/" sse_transport = SseServerTransport(messages_path) async def handle_sse(request: Request): async with sse_transport.connect_sse( request.scope, request.receive, request._send ) as (read_stream, write_stream): await mcp._mcp_server.run( read_stream, write_stream, mcp._mcp_server.create_initialization_options() ) app = Starlette( debug=self._debug, routes=[ Route(sse_path, endpoint=handle_sse), Mount(messages_path, app=sse_transport.handle_post_message), ] ) uvicorn.run(app, host=host, port=port) ``` There is no middleware or route-level check for: - `Origin` - `Host` - `Authorization` - API key - allowed origins / allowed hosts The configured CLI wrapper exposes this path: ```python from praisonaiagents.mcp import MCP, ToolsMCPServer cmd_string = " ".join(cmd) mcp = MCP(cmd_string, timeout=60, env=server.env or {}) tools = mcp.get_tools() mcp_server = ToolsMCPServer(name=name, tools=tools) mcp_server.run_sse(host=host, port=port) ``` By contrast, the current Streamable HTTP transport validates `Origin` and returns HTTP 403 for an invalid origin: ```python origin = request.headers.get("Origin") if not self._validate_origin(origin): return JSONResponse(..., status_code=403) ``` ## Local-only PoV Run from the harness checkout: ```bash uv run --with mcp --with starlette --with uvicorn --with httpx --with anyio \ python submission-bundle/praisonai-prai-cand-015-mcp-sse-host-origin-bypass/poc/pov_prai_cand_015_sse_mcp_host_origin_bypass.py \ --repo-src artifacts/repos/praisonai-v4.6.58/src ``` Observed current-head result: ```json { "candidate": "PRAI-CAND-015", "http_stream_control": { "attacker_origin": "http://attacker.example.test", "rejects_attacker_origin": true, "status_code": 403, "transport": "current_http_stream" }, "source_checks": { "has_auth_check": false, "has_host_check": false, "has_origin_check": false, "has_sse_transport": true, "route_count": 2 }, "sse_probe": { "attacker_headers": { "Host": "attacker.example.test:62380", "Origin": "http://attacker.example.test:62380" }, "bind_host": "127.0.0.1", "marker_value": "executed-from-attacker-origin", "marker_written": true, "server_started": true, "tool_call_content": [ "recorded:executed-from-attacker-origin" ], "tool_call_error": false, "tool_names": [ "record_marker" ], "vulnerable": true }, "vulnerable": true } ``` The PoV: 1. imports the current `ToolsMCPServer`; 2. registers one marker tool; 3. monkey-patches `uvicorn.run` only to capture the exact Starlette app created by `run_sse()`; 4. starts that app on `127.0.0.1`; 5. connects to `/sse` with attacker-controlled `Host` and `Origin`; 6. lists tools and calls the marker tool; 7. runs a control against PraisonAI's current Streamable HTTP transport and confirms the same attacker `Origin` is rejected with HTTP 403. ## Why this is not intended behavior This is not only a trust-model disagreement. PraisonAI's MCP documentation describes Streamable HTTP, WebSocket, and legacy SSE as supported MCP transport mechanisms. The same documentation says the MCP module's security properties include origin validation, authentication headers, and secure session IDs. The transport guide also has a dedicated security section for origin validation as DNS rebinding prevention and authentication. The official MCP specification warns that HTTP transports need origin validation to prevent DNS rebinding, should bind locally for local servers, and should implement authentication. It also says that without those protections, remote websites can interact with local MCP servers. The upstream MCP Python SDK advisory `GHSA-9h52-p55h-vw2f` / `CVE-2025-66416` classifies unauthenticated localhost HTTP/SSE MCP servers without DNS rebinding protection as a High severity issue because malicious websites can invoke tools or access resources exposed by the local MCP server. That advisory also says custom low-level `SseServerTransport` configurations should explicitly configure transport security settings when running unauthenticated localhost servers. PraisonAI's current Streamable HTTP implementation already enforces an Origin guard and rejects the exact attacker Origin used in the PoV. The issue is that the legacy SSE sibling path lacks the same boundary. ## Suggested severity Suggested severity: High. Rationale: - `AV`: the attack uses browser-origin HTTP requests to a local/internal service. - `AC`: practical exploitation requires DNS rebinding or equivalent browser origin setup. - `PR`: no PraisonAI credentials are required by the SSE server. - `UR`: the user must visit an attacker-controlled page. - `S`: the vulnerable transport exposes tools that operate on resources outside the HTTP transport itself. - `C/I/A`: exposed tools may read, mutate, or disrupt local/internal resources depending on the configured MCP server. ## Suggested fix Bring legacy SSE server security in line with the current Streamable HTTP transport, or disable the legacy SSE server path. Recommended changes: 1. Add explicit allowed-origin and allowed-host validation to both `/sse` and `/messages/`. 2. Reject invalid `Origin` with HTTP 403 before opening the SSE stream or accepting POST messages. 3. Validate `Host` for local and internal deployments to mitigate DNS rebinding even when browsers omit or vary `Origin`. 4. Require authentication for all non-stdio MCP HTTP transports, including SSE. 5. Add `--api-key`, `--allowed-origins`, and `--allowed-hosts` options to `praisonai mcp run` and `praisonai serve mcp` when `--transport sse` is used. 6. Where the installed MCP SDK supports it, configure the SDK transport-security settings for low-level `SseServerTransport` usage instead of mounting it without Host/Origin protection. 7. Consider deprecating or disabling `--transport sse` server mode in favor of the current Streamable HTTP implementation. 8. Add regression tests proving that attacker `Host` and `Origin` values are rejected on both `/sse` and `/messages/`, and that current Streamable HTTP and legacy SSE enforce the same boundary.

CVE-2026-57112 Affected Praisonaiagents Versions

2 component(s)
Fixed Versions:
1.6.594.6.59
Product / Package Ecosystem Affected Versions Fixed Version
praisonaiagents
PyPI
≥ 0.6.0
< 1.6.59
1.6.59
praisonai
PyPI
≥ 3.10.0
< 4.6.59
4.6.59

References

Frequently Asked Questions

What is CVE-2026-57112?
CVE-2026-57112 is a security vulnerability in Praisonaiagents involving PraisonAI ToolsMCPServer legacy SSE transport accepts attacker Host/Origin and exposes registered tools under CWE-306: Missing Authentication for Critical Function.
Which Praisonaiagents versions are affected?
Affected versions include releases prior to 1.6.59, 4.6.59 across affected packages: praisonaiagents, praisonai.
What version fixes CVE-2026-57112?
Upgrading to 1.6.59, 4.6.59 (or the latest patched release for your respective branch) resolves the vulnerability.
Is praisonaiagents affected?
Yes, praisonaiagents is affected in releases prior to 1.6.59. Upgrade your dependency to 1.6.59 or later.
Is praisonai affected?
Yes, praisonai is affected in releases prior to 4.6.59. Upgrade your dependency to 4.6.59 or later.
What is the CVSS score of CVE-2026-57112?
CVE-2026-57112 has a CVSS v3.1 base score of 8.3 (HIGH) with vector string CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:C/C:H/I:H/A:H.
What CWE is associated with CVE-2026-57112?
CVE-2026-57112 is classified under CWE-306: Missing Authentication for Critical Function (The product does not perform any authentication for functionality that requires a provable user identity or consumes a significant amount of resources.).
How can I check PyPI dependencies for CVE-2026-57112?
Run the dependency tree command: 'pip show praisonaiagents'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-vmf9-xx9w-86wx",
  "modified" : "2026-07-20T21:23:59Z",
  "published" : "2026-06-18T13:52:40Z",
  "aliases" : [ "CVE-2026-57112" ],
  "summary" : "PraisonAI ToolsMCPServer legacy SSE transport accepts attacker Host/Origin and exposes registered tools",
  "details" : "# PraisonAI ToolsMCPServer legacy SSE transport accepts attacker Host/Origin and exposes registered tools\n\n## Summary\n\n`praisonaiagents.mcp.ToolsMCPServer.run_sse()` builds a Starlette MCP\nHTTP+SSE server around `mcp.server.sse.SseServerTransport`. The server exposes\n`/sse` and `/messages/`, but it does not validate `Origin`, does not validate\n`Host`, and does not require any authentication.\n\nThis is reachable through supported PraisonAI code paths that wrap configured\nMCP server tools and re-expose them over legacy SSE:\n\n- `praisonai mcp run <name> --transport sse`\n- `praisonai serve mcp --name <name> --transport sse`\n- direct use of `ToolsMCPServer(...).run_sse(...)` or\n  `launch_tools_mcp_server(..., transport=\"sse\")`\n\nA malicious website can use DNS rebinding against a local or internal\nPraisonAI SSE MCP server and send requests with attacker-controlled `Host` and\n`Origin` headers. The local PoV binds only to `127.0.0.1`, sends an attacker\n`Host` and `Origin`, lists the registered tool, and invokes it successfully.\n\nThe same attacker `Origin` is rejected by PraisonAI's current Streamable HTTP\ntransport with HTTP 403. The vulnerability is therefore a sibling transport\nguard gap in the legacy SSE wrapper, not intended behavior.\n\n## Affected product\n\n- Repository: `MervinPraison/PraisonAI`\n- Packages:\n  - `praisonaiagents`\n  - `praisonai`\n- Primary component:\n  `src/praisonai-agents/praisonaiagents/mcp/mcp_server.py`\n- CLI wrappers:\n  - `src/praisonai/praisonai/cli/commands/mcp.py`\n  - `src/praisonai/praisonai/cli/commands/serve.py`\n- Latest verified release/current head:\n  - `praisonaiagents 1.6.58`\n  - `PraisonAI 4.6.58`\n  - repo head `1ad58ca02975ff1398efeda694ea2ab78f20cf3e`\n\nSuggested affected ranges:\n\n- `praisonaiagents >= 0.6.0, <= 1.6.58`\n- `praisonai >= 3.10.0, <= 4.6.58`\n\nNo fixed version is known at submission time.\n\nConfirmed source sweep:\n\n```text\nv3.0.0   ToolsMCPServer.run_sse helper present, no Origin/Host/auth checks\nv3.10.0  praisonai mcp run --transport sse wraps configured tools into helper\nv3.12.3  praisonai serve mcp --name --transport sse wraps configured tools\nv4.0.0   same vulnerable helper and CLI wrapping paths\nv4.4.12  same vulnerable helper and CLI wrapping paths\nv4.5.0   same vulnerable helper and CLI wrapping paths\nv4.5.56  same vulnerable helper and CLI wrapping paths\nv4.5.139 same vulnerable helper and CLI wrapping paths\nv4.6.57  same vulnerable helper and CLI wrapping paths\nv4.6.58  same vulnerable helper and dynamic PoV succeeds\n```\n\n## Impact\n\nIf a PraisonAI user starts a local or internal legacy SSE MCP server with\nregistered tools, an attacker who gets that user to visit a malicious website\ncan use DNS rebinding to interact with the SSE server through the browser. The\nattacker can discover exposed tools and invoke them as the local user.\n\nImpact depends on the configured tools. In realistic PraisonAI MCP deployments,\nregistered tools may access local files, repositories, issue trackers, cloud\nAPIs, internal services, or other automation targets. This can lead to\nconfidentiality, integrity, and availability impact for the resources reachable\nby the exposed tools.\n\nThe PoV is local-only and harmless. It exposes one marker tool that writes a\ncanary string to a temporary directory.\n\n## Root cause\n\nCurrent `ToolsMCPServer.run_sse()` constructs a Starlette app directly:\n\n```python\nsse_path = \"/sse\"\nmessages_path = \"/messages/\"\nsse_transport = SseServerTransport(messages_path)\n\nasync def handle_sse(request: Request):\n    async with sse_transport.connect_sse(\n        request.scope, request.receive, request._send\n    ) as (read_stream, write_stream):\n        await mcp._mcp_server.run(\n            read_stream,\n            write_stream,\n            mcp._mcp_server.create_initialization_options()\n        )\n\napp = Starlette(\n    debug=self._debug,\n    routes=[\n        Route(sse_path, endpoint=handle_sse),\n        Mount(messages_path, app=sse_transport.handle_post_message),\n    ]\n)\n\nuvicorn.run(app, host=host, port=port)\n```\n\nThere is no middleware or route-level check for:\n\n- `Origin`\n- `Host`\n- `Authorization`\n- API key\n- allowed origins / allowed hosts\n\nThe configured CLI wrapper exposes this path:\n\n```python\nfrom praisonaiagents.mcp import MCP, ToolsMCPServer\ncmd_string = \" \".join(cmd)\nmcp = MCP(cmd_string, timeout=60, env=server.env or {})\ntools = mcp.get_tools()\nmcp_server = ToolsMCPServer(name=name, tools=tools)\nmcp_server.run_sse(host=host, port=port)\n```\n\nBy contrast, the current Streamable HTTP transport validates `Origin` and\nreturns HTTP 403 for an invalid origin:\n\n```python\norigin = request.headers.get(\"Origin\")\nif not self._validate_origin(origin):\n    return JSONResponse(..., status_code=403)\n```\n\n## Local-only PoV\n\nRun from the harness checkout:\n\n```bash\nuv run --with mcp --with starlette --with uvicorn --with httpx --with anyio \\\n  python submission-bundle/praisonai-prai-cand-015-mcp-sse-host-origin-bypass/poc/pov_prai_cand_015_sse_mcp_host_origin_bypass.py \\\n  --repo-src artifacts/repos/praisonai-v4.6.58/src\n```\n\nObserved current-head result:\n\n```json\n{\n  \"candidate\": \"PRAI-CAND-015\",\n  \"http_stream_control\": {\n    \"attacker_origin\": \"http://attacker.example.test\",\n    \"rejects_attacker_origin\": true,\n    \"status_code\": 403,\n    \"transport\": \"current_http_stream\"\n  },\n  \"source_checks\": {\n    \"has_auth_check\": false,\n    \"has_host_check\": false,\n    \"has_origin_check\": false,\n    \"has_sse_transport\": true,\n    \"route_count\": 2\n  },\n  \"sse_probe\": {\n    \"attacker_headers\": {\n      \"Host\": \"attacker.example.test:62380\",\n      \"Origin\": \"http://attacker.example.test:62380\"\n    },\n    \"bind_host\": \"127.0.0.1\",\n    \"marker_value\": \"executed-from-attacker-origin\",\n    \"marker_written\": true,\n    \"server_started\": true,\n    \"tool_call_content\": [\n      \"recorded:executed-from-attacker-origin\"\n    ],\n    \"tool_call_error\": false,\n    \"tool_names\": [\n      \"record_marker\"\n    ],\n    \"vulnerable\": true\n  },\n  \"vulnerable\": true\n}\n```\n\nThe PoV:\n\n1. imports the current `ToolsMCPServer`;\n2. registers one marker tool;\n3. monkey-patches `uvicorn.run` only to capture the exact Starlette app created\n   by `run_sse()`;\n4. starts that app on `127.0.0.1`;\n5. connects to `/sse` with attacker-controlled `Host` and `Origin`;\n6. lists tools and calls the marker tool;\n7. runs a control against PraisonAI's current Streamable HTTP transport and\n   confirms the same attacker `Origin` is rejected with HTTP 403.\n\n## Why this is not intended behavior\n\nThis is not only a trust-model disagreement.\n\nPraisonAI's MCP documentation describes Streamable HTTP, WebSocket, and legacy\nSSE as supported MCP transport mechanisms. The same documentation says the MCP\nmodule's security properties include origin validation, authentication headers,\nand secure session IDs. The transport guide also has a dedicated security\nsection for origin validation as DNS rebinding prevention and authentication.\n\nThe official MCP specification warns that HTTP transports need origin\nvalidation to prevent DNS rebinding, should bind locally for local servers, and\nshould implement authentication. It also says that without those protections,\nremote websites can interact with local MCP servers.\n\nThe upstream MCP Python SDK advisory `GHSA-9h52-p55h-vw2f` / `CVE-2025-66416`\nclassifies unauthenticated localhost HTTP/SSE MCP servers without DNS rebinding\nprotection as a High severity issue because malicious websites can invoke tools\nor access resources exposed by the local MCP server. That advisory also says\ncustom low-level `SseServerTransport` configurations should explicitly configure\ntransport security settings when running unauthenticated localhost servers.\n\nPraisonAI's current Streamable HTTP implementation already enforces an Origin\nguard and rejects the exact attacker Origin used in the PoV. The issue is that\nthe legacy SSE sibling path lacks the same boundary.\n\n\n## Suggested severity\n\nSuggested severity: High.\n\nRationale:\n\n- `AV`: the attack uses browser-origin HTTP requests to a local/internal\n  service.\n- `AC`: practical exploitation requires DNS rebinding or equivalent browser\n  origin setup.\n- `PR`: no PraisonAI credentials are required by the SSE server.\n- `UR`: the user must visit an attacker-controlled page.\n- `S`: the vulnerable transport exposes tools that operate on resources\n  outside the HTTP transport itself.\n- `C/I/A`: exposed tools may read, mutate, or disrupt local/internal\n  resources depending on the configured MCP server.\n\n## Suggested fix\n\nBring legacy SSE server security in line with the current Streamable HTTP\ntransport, or disable the legacy SSE server path.\n\nRecommended changes:\n\n1. Add explicit allowed-origin and allowed-host validation to both `/sse` and\n   `/messages/`.\n2. Reject invalid `Origin` with HTTP 403 before opening the SSE stream or\n   accepting POST messages.\n3. Validate `Host` for local and internal deployments to mitigate DNS rebinding\n   even when browsers omit or vary `Origin`.\n4. Require authentication for all non-stdio MCP HTTP transports, including SSE.\n5. Add `--api-key`, `--allowed-origins`, and `--allowed-hosts` options to\n   `praisonai mcp run` and `praisonai serve mcp` when `--transport sse` is used.\n6. Where the installed MCP SDK supports it, configure the SDK transport-security\n   settings for low-level `SseServerTransport` usage instead of mounting it\n   without Host/Origin protection.\n7. Consider deprecating or disabling `--transport sse` server mode in favor of\n   the current Streamable HTTP implementation.\n8. Add regression tests proving that attacker `Host` and `Origin` values are\n   rejected on both `/sse` and `/messages/`, and that current Streamable HTTP and\n   legacy SSE enforce the same boundary.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:C/C:H/I:H/A:H"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "praisonaiagents"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "0.6.0"
      }, {
        "fixed" : "1.6.59"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 1.6.58"
    }
  }, {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "praisonai"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "3.10.0"
      }, {
        "fixed" : "4.6.59"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 4.6.58"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-vmf9-xx9w-86wx"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-306", "CWE-346", "CWE-862" ],
    "severity" : "HIGH",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-06-18T13:52:40Z",
    "nvd_published_at" : null
  }
}