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HIGH8.1

PYSEC-2026-2625

mcp-memory-service's Wildcard CORS with Credentials Enables Cross-Origin Memory Theft

Quick fix

PYSEC-2026-2625 — mcp-memory-service: upgrade to the fixed version with the command below.

pip install --upgrade 'mcp-memory-service>=10.25.1'

Details

### Summary When the HTTP server is enabled (`MCP_HTTP_ENABLED=true`), the application configures FastAPI's CORSMiddleware with `allow_origins=['*']`, `allow_credentials=True`, `allow_methods=["*"]`, and `allow_headers=["*"]`. The wildcard `Access-Control-Allow-Origin: *` header permits any website to read API responses cross-origin. When combined with anonymous access (`MCP_ALLOW_ANONYMOUS_ACCESS=true`) - the simplest way to get the HTTP dashboard working without OAuth - no credentials are needed, so any malicious website can silently read, modify, and delete all stored memories.

### Details ### Vulnerable Code

**`config.py:546` - Wildcard CORS origin default**

```python CORS_ORIGINS = os.getenv('MCP_CORS_ORIGINS', '*').split(',') ```

This produces `['*']` by default, allowing any origin.

**`app.py:274-280` - CORSMiddleware configuration**

```python # CORS middleware app.add_middleware( CORSMiddleware, allow_origins=CORS_ORIGINS, # ['*'] by default allow_credentials=True, # Unnecessary for anonymous access; bad practice allow_methods=["*"], allow_headers=["*"], ) ```

### How the Attack Works

The wildcard CORS default means every API response includes `Access-Control-Allow-Origin: *`. This tells browsers to allow **any website** to read the response. When combined with anonymous access (no authentication required), the attack is straightforward:

```javascript // Running on https://evil.com - reads victim's memories // No credentials needed - anonymous access means the API is open const response = await fetch('http://192.168.1.100:8000/api/memories'); const memories = await response.json(); // memories contains every stored memory - passwords, API keys, personal notes ```

The browser sends the request, the server responds with `ACAO: *`, and the browser allows the JavaScript to read the response body. No cookies, no auth headers, no credentials of any kind.

**Clarification on `allow_credentials=True`:** The advisory originally stated that Starlette reflects the `Origin` header when `allow_credentials=True` with wildcard origins. Testing with Starlette 0.52.1 shows that **actual responses return `ACAO: *`** (not the reflected origin); only preflight `OPTIONS` responses reflect the origin. Per the Fetch specification, browsers block `ACAO: *` when `credentials: 'include'` is used. However, this is irrelevant to the attack because **anonymous access means no credentials are needed** - a plain `fetch()` without `credentials: 'include'` works, and `ACAO: *` allows it.

### Two Attack Vectors

This misconfiguration enables two distinct attack paths:

**1. Cross-origin browser attack (CORS - this advisory)** - Attacker lures victim to a malicious webpage - JavaScript on the page reads/writes the memory service API - Works from anywhere on the internet if the victim visits the page - The `ACAO: *` header is what allows the browser to expose the response to the attacker's JavaScript

**2. Direct network access (compounding factor)** - Attacker on the same network directly calls the API (`curl http://<target>:8000/api/memories`) - No CORS involved - CORS is a browser-only restriction - Enabled by `0.0.0.0` binding + anonymous access, independent of CORS configuration

The CORS misconfiguration specifically enables attack vector #1, extending the reach from local network to anyone who can get the victim to click a link.

### Compounding Factors

- **`HTTP_HOST = '0.0.0.0'`** - Binds to all interfaces, exposing the service to the entire network (enables attack vector #2) - **`HTTPS_ENABLED = 'false'`** - No TLS by default, allowing passive interception - **`MCP_ALLOW_ANONYMOUS_ACCESS`** - When enabled, no authentication is required at all. This is the key enabler: without it, the CORS wildcard alone would not allow data access (the attacker would need to forward valid credentials, which `ACAO: *` blocks) - **`allow_credentials=True`** - Bad practice: if a future Starlette version changes to reflect origins (as some CORS implementations do), this would escalate the vulnerability by allowing credential-forwarding attacks against OAuth/API-key users - **API key via query parameter** - `api_key` query param is cached in browser history and server logs

### Attack Scenario

1. Victim runs `mcp-memory-service` with HTTP enabled and anonymous access 2. Victim visits `https://evil.com` which includes JavaScript 3. JavaScript sends `fetch('http://<victim-ip>:8000/api/memories')` (no credentials needed) 4. Server responds with `Access-Control-Allow-Origin: *` 5. Browser allows JavaScript to read the response - attacker receives all memories 6. Attacker's script also calls DELETE/PUT endpoints to modify or destroy memories 7. Victim sees a normal web page; no indication of the attack

### Root Cause

The default value of `MCP_CORS_ORIGINS` is `*`, which allows any website to read API responses. This is a permissive default that should be restricted to the expected dashboard origin (typically `localhost`). The `allow_credentials=True` is an additional misconfiguration that doesn't currently enable the attack.

### PoC ```python from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware from starlette.testclient import TestClient

app = FastAPI() app.add_middleware( CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"], )

@app.get("/api/memories") def memories(): return [{"content": "secret memory data"}]

client = TestClient(app)

# Non-credentialed request (how the real attack works with anonymous access) response = client.get("/api/memories", headers={"Origin": "https://evil.com"}) print(response.headers["access-control-allow-origin"]) # * print(response.json()) # [{"content": "secret memory data"}] # Any website can read this response because ACAO is * ```

### Impact - **Complete cross-origin memory access**: Any website can read all stored memories when the victim has the HTTP server running with anonymous access - **Memory tampering**: Write/delete endpoints are also accessible cross-origin, allowing memory destruction - **Remote attack surface**: Unlike direct network access (which requires LAN proximity), the CORS vector works from anywhere on the internet - the victim just needs to visit a link - **Silent exfiltration**: The attack is invisible to the victim; no browser warnings, no popups, no indicators

## Remediation

Replace the wildcard default with an explicit localhost origin:

```python # In config.py (safe default) CORS_ORIGINS = os.getenv('MCP_CORS_ORIGINS', 'http://localhost:8000,http://127.0.0.1:8000').split(',')

# In app.py - warn on wildcard if '*' in CORS_ORIGINS: logger.warning("Wildcard CORS origin detected. This allows any website to access the API. " "Set MCP_CORS_ORIGINS to restrict access.")

# Also: set allow_credentials=False unless specific origins are configured app.add_middleware( CORSMiddleware, allow_origins=CORS_ORIGINS, allow_credentials='*' not in CORS_ORIGINS, # Only with explicit origins allow_methods=["*"], allow_headers=["*"], ) ```

## Affected Deployments The vulnerability exists in the Python source code and is not mitigated by any deployment-specific configuration. Docker HTTP mode is the highest-risk deployment because it explicitly binds to `0.0.0.0`, maps the port, and does not override the wildcard CORS default.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI/mcp-memory-service
Introduced in: 0Fixed in: 10.25.1
Fixpip install --upgrade 'mcp-memory-service>=10.25.1'

References