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CVE-2026-47390

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

5.5 MediumFix available

PraisonAI is a multi-agent teams system. Prior to version 4.6.40 of PraisonAI, corresponding to version 1.6.40 of praisonaiagents, spider_tools URL validation can be bypassed using alternate loopback host encodings. The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1. It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request. As a result, certain URLs may bypass the protection and still reach loopback services. After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services. This is a server-side request forgery protection bypass. PraisonAI version 4.6.40 and praisonaiagents version 1.6.40 contain a patch.

Attack profile

How easy it is to exploit

Attack vector
Local
Complexity
Low
Privileges needed
None
User interaction
Required

What an attacker can affect

Confidentiality
High
Integrity
None
Availability
None

Exploit likelihood

0.18%Up 0.2 points since Jun 12, 2026
90%50%10%1%

What each source reports

CVE List Score used 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

PraisonAI is a multi-agent teams system. Prior to version 4.6.40 of PraisonAI, corresponding to version 1.6.40 of praisonaiagents, spider_tools URL validation can be bypassed using alternate loopback host encodings. The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1. It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request. As a result, certain URLs may bypass the protection and still reach loopback services. After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services. This is a server-side request forgery protection bypass. PraisonAI version 4.6.40 and praisonaiagents version 1.6.40 contain a patch.

Record
CVE-2026-47390
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Weakness
CWE-918
Updated
2026-11-02
EUVDEUVD-2026-46278 5.5

PraisonAI is a multi-agent teams system. Prior to version 4.6.40 of PraisonAI, corresponding to version 1.6.40 of praisonaiagents, spider_tools URL validation can be bypassed using alternate loopback host encodings. The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1. It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request. As a result, certain URLs may bypass the protection and still reach loopback services. After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services. This is a server-side request forgery protection bypass. PraisonAI version 4.6.40 and praisonaiagents version 1.6.40 contain a patch.

Record
EUVD-2026-46278
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Updated
2026-11-02
GitHub AdvisoriesGHSA-5c6w-wwfq-7qqm 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

Summary

PraisonAI's spider_tools URL validation can be bypassed using alternate loopback host encodings.

The affected component is:

praisonaiagents/tools/spider_tools.py

The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1.

It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request.

As a result, URLs such as the following bypass the protection and still reach loopback services:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services.

This is a server-side request forgery protection bypass.

Details

The affected code is in:

praisonaiagents/tools/spider_tools.py

The vulnerable flow is:

attacker-controlled URL
  -> spider_tools._validate_url(...)
  -> weak exact-host blocklist check
  -> validation passes for alternate loopback encodings
  -> scrape_page(...)
  -> requests.Session.get(attacker_url)
  -> loopback service is reached

The validation appears to block only exact local hostnames or exact IPv4 strings. For example, it blocks simple forms such as:

localhost
127.0.0.1

However, equivalent loopback forms are not rejected before the request is made.

Confirmed bypass examples:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

These values can resolve or be interpreted as loopback addresses by the HTTP client / underlying networking stack, while bypassing the string-based validation.

The issue is not that spider_tools can fetch arbitrary URLs. The issue is that it attempts to provide SSRF protection, but the protection can be bypassed with alternate representations of loopback addresses.

PoC

The following PoC is non-destructive. It starts a local HTTP server on 127.0.0.1:8765, then sends several alternate loopback URL forms through the real spider_tools validation/fetch path.

The expected secure behavior is that all loopback variants should be rejected before any HTTP request is made.

The actual vulnerable behavior is that the alternate loopback forms pass validation and reach the local server.

Full PoC

#!/usr/bin/env python3
"""PoC for PraisonAI spider_tools localhost-alias SSRF bypass."""

from __future__ import annotations

import sys
import threading
from http.server import BaseHTTPRequestHandler, HTTPServer
from pathlib import Path


REPO_ROOT = Path(__file__).resolve().parents[3] / "repos" / "praisonai"
AGENTS_ROOT = REPO_ROOT / "src" / "praisonai-agents"
SPIDER_TOOLS = AGENTS_ROOT / "praisonaiagents/tools/spider_tools.py"


def verify_source() -> None:
    expected = [
        "def _validate_url",
        "requests.Session",
        ".get(",
    ]

    text = SPIDER_TOOLS.read_text(encoding="utf-8")
    for needle in expected:
        if needle not in text:
            raise RuntimeError(f"source verification failed: {needle!r} not found in {SPIDER_TOOLS}")


class LocalHandler(BaseHTTPRequestHandler):
    hits: list[tuple[str, str | None]] = []
    body = b"LOCAL-SPIDER-SSRF-SECRET"

    def do_GET(self) -> None:  # noqa: N802
        self.__class__.hits.append((self.path, self.headers.get("Host")))
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Content-Length", str(len(self.body)))
        self.end_headers()
        self.wfile.write(self.body)

    def log_message(self, format:…
Record
GHSA-5c6w-wwfq-7qqm
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Weakness
CWE-918
Updated
2026-11-02
NVD 5.5

PraisonAI is a multi-agent teams system. Prior to version 4.6.40 of PraisonAI, corresponding to version 1.6.40 of praisonaiagents, spider_tools URL validation can be bypassed using alternate loopback host encodings. The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1. It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request. As a result, certain URLs may bypass the protection and still reach loopback services. After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services. This is a server-side request forgery protection bypass. PraisonAI version 4.6.40 and praisonaiagents version 1.6.40 contain a patch.

Record
CVE-2026-47390
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Weakness
CWE-918
Updated
2026-11-02
OSV 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

PraisonAI is a multi-agent teams system. Prior to version 4.6.40 of PraisonAI, corresponding to version 1.6.40 of praisonaiagents, spider_tools URL validation can be bypassed using alternate loopback host encodings. The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1. It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request. As a result, certain URLs may bypass the protection and still reach loopback services. After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services. This is a server-side request forgery protection bypass. PraisonAI version 4.6.40 and praisonaiagents version 1.6.40 contain a patch.

Record
CVE-2026-47390
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Weakness
CWE-918
Updated
2026-11-02
OSVGHSA-5c6w-wwfq-7qqm 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

Summary

PraisonAI's spider_tools URL validation can be bypassed using alternate loopback host encodings.

The affected component is:

praisonaiagents/tools/spider_tools.py

The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1.

It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request.

As a result, URLs such as the following bypass the protection and still reach loopback services:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services.

This is a server-side request forgery protection bypass.

Details

The affected code is in:

praisonaiagents/tools/spider_tools.py

The vulnerable flow is:

attacker-controlled URL
  -> spider_tools._validate_url(...)
  -> weak exact-host blocklist check
  -> validation passes for alternate loopback encodings
  -> scrape_page(...)
  -> requests.Session.get(attacker_url)
  -> loopback service is reached

The validation appears to block only exact local hostnames or exact IPv4 strings. For example, it blocks simple forms such as:

localhost
127.0.0.1

However, equivalent loopback forms are not rejected before the request is made.

Confirmed bypass examples:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

These values can resolve or be interpreted as loopback addresses by the HTTP client / underlying networking stack, while bypassing the string-based validation.

The issue is not that spider_tools can fetch arbitrary URLs. The issue is that it attempts to provide SSRF protection, but the protection can be bypassed with alternate representations of loopback addresses.

PoC

The following PoC is non-destructive. It starts a local HTTP server on 127.0.0.1:8765, then sends several alternate loopback URL forms through the real spider_tools validation/fetch path.

The expected secure behavior is that all loopback variants should be rejected before any HTTP request is made.

The actual vulnerable behavior is that the alternate loopback forms pass validation and reach the local server.

Full PoC

#!/usr/bin/env python3
"""PoC for PraisonAI spider_tools localhost-alias SSRF bypass."""

from __future__ import annotations

import sys
import threading
from http.server import BaseHTTPRequestHandler, HTTPServer
from pathlib import Path


REPO_ROOT = Path(__file__).resolve().parents[3] / "repos" / "praisonai"
AGENTS_ROOT = REPO_ROOT / "src" / "praisonai-agents"
SPIDER_TOOLS = AGENTS_ROOT / "praisonaiagents/tools/spider_tools.py"


def verify_source() -> None:
    expected = [
        "def _validate_url",
        "requests.Session",
        ".get(",
    ]

    text = SPIDER_TOOLS.read_text(encoding="utf-8")
    for needle in expected:
        if needle not in text:
            raise RuntimeError(f"source verification failed: {needle!r} not found in {SPIDER_TOOLS}")


class LocalHandler(BaseHTTPRequestHandler):
    hits: list[tuple[str, str | None]] = []
    body = b"LOCAL-SPIDER-SSRF-SECRET"

    def do_GET(self) -> None:  # noqa: N802
        self.__class__.hits.append((self.path, self.headers.get("Host")))
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Content-Length", str(len(self.body)))
        self.end_headers()
        self.wfile.write(self.body)

    def log_message(self, format:…
Record
GHSA-5c6w-wwfq-7qqm
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Weakness
CWE-918
Updated
2026-11-02
OSVPYSEC-2026-2902 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

Summary

PraisonAI's spider_tools URL validation can be bypassed using alternate loopback host encodings.

The affected component is:

praisonaiagents/tools/spider_tools.py

The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1.

It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request.

As a result, URLs such as the following bypass the protection and still reach loopback services:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services.

This is a server-side request forgery protection bypass.

Details

The affected code is in:

praisonaiagents/tools/spider_tools.py

The vulnerable flow is:

attacker-controlled URL
  -> spider_tools._validate_url(...)
  -> weak exact-host blocklist check
  -> validation passes for alternate loopback encodings
  -> scrape_page(...)
  -> requests.Session.get(attacker_url)
  -> loopback service is reached

The validation appears to block only exact local hostnames or exact IPv4 strings. For example, it blocks simple forms such as:

localhost
127.0.0.1

However, equivalent loopback forms are not rejected before the request is made.

Confirmed bypass examples:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

These values can resolve or be interpreted as loopback addresses by the HTTP client / underlying networking stack, while bypassing the string-based validation.

The issue is not that spider_tools can fetch arbitrary URLs. The issue is that it attempts to provide SSRF protection, but the protection can be bypassed with alternate representations of loopback addresses.

PoC

The following PoC is non-destructive. It starts a local HTTP server on 127.0.0.1:8765, then sends several alternate loopback URL forms through the real spider_tools validation/fetch path.

The expected secure behavior is that all loopback variants should be rejected before any HTTP request is made.

The actual vulnerable behavior is that the alternate loopback forms pass validation and reach the local server.

Full PoC

#!/usr/bin/env python3
"""PoC for PraisonAI spider_tools localhost-alias SSRF bypass."""

from __future__ import annotations

import sys
import threading
from http.server import BaseHTTPRequestHandler, HTTPServer
from pathlib import Path


REPO_ROOT = Path(__file__).resolve().parents[3] / "repos" / "praisonai"
AGENTS_ROOT = REPO_ROOT / "src" / "praisonai-agents"
SPIDER_TOOLS = AGENTS_ROOT / "praisonaiagents/tools/spider_tools.py"


def verify_source() -> None:
    expected = [
        "def _validate_url",
        "requests.Session",
        ".get(",
    ]

    text = SPIDER_TOOLS.read_text(encoding="utf-8")
    for needle in expected:
        if needle not in text:
            raise RuntimeError(f"source verification failed: {needle!r} not found in {SPIDER_TOOLS}")


class LocalHandler(BaseHTTPRequestHandler):
    hits: list[tuple[str, str | None]] = []
    body = b"LOCAL-SPIDER-SSRF-SECRET"

    def do_GET(self) -> None:  # noqa: N802
        self.__class__.hits.append((self.path, self.headers.get("Host")))
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Content-Length", str(len(self.body)))
        self.end_headers()
        self.wfile.write(self.body)

    def log_message(self, format:…
Record
PYSEC-2026-2902
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Updated
2026-11-02
OSVPYSEC-2026-2941 5.5

PraisonAI spider_tools SSRF protection bypass via alternate loopback host encodings

Summary

PraisonAI's spider_tools URL validation can be bypassed using alternate loopback host encodings.

The affected component is:

praisonaiagents/tools/spider_tools.py

The tool contains a URL validation function intended to block local or unsafe targets before fetching attacker-controlled URLs. However, the validation only blocks a small set of exact host strings such as localhost and 127.0.0.1.

It does not normalize hostnames, resolve DNS, parse numeric IPv4 variants, or validate the final resolved IP address before making the request.

As a result, URLs such as the following bypass the protection and still reach loopback services:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

After the weak validation passes, scrape_page() calls requests.Session.get() on the attacker-controlled URL. This allows an attacker who can influence URLs passed to scrape_page, crawl, or extract_text to induce SSRF requests against loopback-only services.

This is a server-side request forgery protection bypass.

Details

The affected code is in:

praisonaiagents/tools/spider_tools.py

The vulnerable flow is:

attacker-controlled URL
  -> spider_tools._validate_url(...)
  -> weak exact-host blocklist check
  -> validation passes for alternate loopback encodings
  -> scrape_page(...)
  -> requests.Session.get(attacker_url)
  -> loopback service is reached

The validation appears to block only exact local hostnames or exact IPv4 strings. For example, it blocks simple forms such as:

localhost
127.0.0.1

However, equivalent loopback forms are not rejected before the request is made.

Confirmed bypass examples:

http://localhost.:8765/
http://127.1:8765/
http://0177.0.0.1:8765/
http://0x7f000001:8765/
http://2130706433:8765/

These values can resolve or be interpreted as loopback addresses by the HTTP client / underlying networking stack, while bypassing the string-based validation.

The issue is not that spider_tools can fetch arbitrary URLs. The issue is that it attempts to provide SSRF protection, but the protection can be bypassed with alternate representations of loopback addresses.

PoC

The following PoC is non-destructive. It starts a local HTTP server on 127.0.0.1:8765, then sends several alternate loopback URL forms through the real spider_tools validation/fetch path.

The expected secure behavior is that all loopback variants should be rejected before any HTTP request is made.

The actual vulnerable behavior is that the alternate loopback forms pass validation and reach the local server.

Full PoC

#!/usr/bin/env python3
"""PoC for PraisonAI spider_tools localhost-alias SSRF bypass."""

from __future__ import annotations

import sys
import threading
from http.server import BaseHTTPRequestHandler, HTTPServer
from pathlib import Path


REPO_ROOT = Path(__file__).resolve().parents[3] / "repos" / "praisonai"
AGENTS_ROOT = REPO_ROOT / "src" / "praisonai-agents"
SPIDER_TOOLS = AGENTS_ROOT / "praisonaiagents/tools/spider_tools.py"


def verify_source() -> None:
    expected = [
        "def _validate_url",
        "requests.Session",
        ".get(",
    ]

    text = SPIDER_TOOLS.read_text(encoding="utf-8")
    for needle in expected:
        if needle not in text:
            raise RuntimeError(f"source verification failed: {needle!r} not found in {SPIDER_TOOLS}")


class LocalHandler(BaseHTTPRequestHandler):
    hits: list[tuple[str, str | None]] = []
    body = b"LOCAL-SPIDER-SSRF-SECRET"

    def do_GET(self) -> None:  # noqa: N802
        self.__class__.hits.append((self.path, self.headers.get("Host")))
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Content-Length", str(len(self.body)))
        self.end_headers()
        self.wfile.write(self.body)

    def log_message(self, format:…
Record
PYSEC-2026-2941
CVSS 3.1
5.5 MediumCVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:N/A:N
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
praisonaiagents
PyPI
through 1.6.39
1.6.40
praisonai
PyPI
through 4.6.39
4.6.40
praisonaiagents
PyPI
before 1.6.40, plus listed versions
0.0.10.0.100.0.1000.0.1010.0.102
Show 45 moreShow less
0.0.1030.0.1040.0.1050.0.1060.0.1070.0.1080.0.1090.0.110.0.1100.0.1110.0.1120.0.1130.0.1140.0.1150.0.1160.0.1170.0.1180.0.1190.0.120.0.1200.0.1210.0.1220.0.1230.0.1240.0.1250.0.1260.0.1270.0.1280.0.1290.0.130.0.1300.0.1310.0.1320.0.1330.0.1340.0.1350.0.1360.0.1370.0.1380.0.1390.0.140.0.1400.0.1410.0.1420.0.143
1.6.40
praisonai
PyPI
before 4.6.40, plus listed versions
0.0.10.0.100.0.110.0.120.0.13
Show 45 moreShow less
0.0.140.0.150.0.160.0.170.0.180.0.190.0.20.0.200.0.210.0.220.0.230.0.240.0.250.0.260.0.270.0.280.0.290.0.30.0.300.0.310.0.320.0.330.0.340.0.350.0.360.0.370.0.380.0.390.0.40.0.400.0.410.0.420.0.430.0.440.0.450.0.460.0.470.0.480.0.490.0.50.0.500.0.520.0.530.0.540.0.55
4.6.40

History

History
RecordedChangedSources
aliasesEUVD
first indexedCVE List, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-47390 is a medium vulnerability (CVSS 5.5) in Mervinpraison Praisonai, published May 29, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.18%, the 6th percentile. Fixed in praisonaiagents 1.6.40.

References

This page doesn't list everything

Left out here: 1,199 versions and the rest of 4 source descriptions. The JSON record has them.

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