# MCP Security Top 25 - Test Coverage Analysis
This document tracks our test coverage against the [Adversa AI MCP Security Top 25 Vulnerabilities](https://adversa.ai/mcp-security-top-25-mcp-vulnerabilities/).
## Coverage Summary
| Status | Count | Percentage |
|--------|-------|------------|
| ✅ Fully Covered | 15 | 60% |
| ⚠️ Partially Covered | 1 | 4% |
| ❌ Not Covered | 9 | 36% |
| **Total** | **25** | **100%** |
---
## Detailed Coverage Matrix
### ✅ FULLY COVERED (15/25)
| Rank | Vulnerability | Test Server | Notes |
|------|---------------|-------------|-------|
| #1 | Prompt Injection | `prompt_injection_mcp.py` | ✅ Comprehensive |
| #2 | Command Injection | `command_injection_mcp.py` | ✅ Multiple vectors |
| #3 | Tool Poisoning (TPA) | `tool_poisoning_mcp.py` | ✅ Extensive examples |
| #4 | **Remote Code Execution** | **`rce_mcp.py`** | ✅ **NEW!** eval, pickle, YAML, templates |
| #5 | **Unauthenticated Access** | **`unauthenticated_access_mcp.py`** | ✅ **NEW!** Zero-auth vulnerabilities |
| #6 | Confused Deputy (OAuth Proxy) | `session_management_mcp.py` | ✅ OAuth attacks |
| #8 | Token/Credential Theft | `credential_theft_mcp.py` | ✅ Multiple theft vectors |
| #9 | Token Passthrough | `session_management_mcp.py` | ✅ Token forwarding |
| #10 | Path Traversal | `path_traversal_mcp.py` | ✅ Directory traversal |
| #11 | Full Schema Poisoning (FSP) | `schema_poisoning_mcp.py` | ✅ Output poisoning |
| #17 | **SSRF** | **`ssrf_mcp.py`** | ✅ **NEW!** Dedicated SSRF server |
| #18 | Resource Exhaustion | `resource_exhaustion_mcp.py` | ✅ DoS attacks |
| #19 | **Insecure Deserialization** | **`rce_mcp.py`** | ✅ **NEW!** Pickle, YAML, JSON gadgets |
| #22 | Session Context Leakage | `session_management_mcp.py` | ✅ Context pollution |
| Multiple | Output-based Attacks | `bad_output_mcp.py` | ✅ Malicious responses |
### ⚠️ PARTIALLY COVERED (1/25)
| Rank | Vulnerability | Current Coverage | What's Missing |
|------|---------------|------------------|----------------|
| #12 | Tool Name Spoofing | `bad_mcp.py` has some examples | Need homoglyph attacks, typosquatting |
### ❌ NOT COVERED (9/25)
#### High Severity (4)
| Rank | Vulnerability | Impact | Exploitability | Priority |
|------|---------------|--------|----------------|----------|
| #7 | **MCP Configuration Poisoning** | 8/10 | Moderate | 🟠 MEDIUM |
| #13 | **Localhost Bypass (NeighborJack)** | 8/10 | Moderate | 🟠 MEDIUM |
| #14 | **Rug Pull Attack** | 7/10 | Easy | 🟠 MEDIUM |
| #15 | **Advanced Tool Poisoning (ATPA)** | 7/10 | Complex | 🟡 LOW |
| #16 | **MCP Client Impersonation** | 7/10 | Moderate | 🟠 MEDIUM |
**Rank #7 - MCP Configuration Poisoning (MCPoison)**
- **What it is:** Manipulation of MCP client configuration files
- **Examples needed:** Config file injection, cursor vulnerability exploitation
- **Reference:** https://research.checkpoint.com/2025/cursor-vulnerability-mcpoison/
**Rank #13 - Localhost Bypass (NeighborJack)**
- **What it is:** Binding to 0.0.0.0 instead of localhost, DNS rebinding
- **Examples needed:** Network exposure, LAN attacks, DNS rebinding
- **Reference:** https://www.oligo.security/blog/critical-rce-vulnerability-in-anthropic-mcp-inspector-cve-2025-49596
**Rank #14 - Rug Pull Attack**
- **What it is:** Dynamic tool mutation, fake updates, supply chain subversion
- **Examples needed:** Tools that change behavior after initial approval
- **Reference:** https://chrismartorella.ghost.io/model-context-protocol-mcp-aka-multiple-cybersecurity-perils/
**Rank #15 - Advanced Tool Poisoning (ATPA)**
- **What it is:** Dynamic output poisoning, runtime tool mutation
- **Difference from #3:** More sophisticated, changes at runtime
- **Examples needed:** Tools that modify their own schema, dynamic metadata changes
**Rank #16 - MCP Client Impersonation**
- **What it is:** Spoofing legitimate MCP clients
- **Examples needed:** User-agent spoofing, client credential theft
- **Reference:** https://www.solo.io/blog/deep-dive-mcp-and-a2a-attack-vectors-for-ai-agents/
#### Medium Severity (2)
| Rank | Vulnerability | Impact | Exploitability | Priority |
|------|---------------|--------|----------------|----------|
| #20 | **Multi-Agent Workflow Hijack** | 6/10 | Moderate | 🟡 LOW |
| #21 | **Protocol Implementation Divergence** | 6/10 | Moderate | 🟡 LOW |
**Rank #20 - Multi-Agent Workflow Hijack (A2A Relay)**
- **What it is:** Hijacking agent-to-agent communication
- **Examples needed:** Agent redirection, workflow manipulation, swarm takeover
- **Reference:** https://adversa.ai/blog/mcp-security-issues/
**Rank #21 - Protocol Implementation Divergence**
- **What it is:** Parser inconsistencies between MCP implementations
- **Examples needed:** Payloads that pass in one parser but exploit another
#### Low Severity (2)
| Rank | Vulnerability | Impact | Exploitability | Priority |
|------|---------------|--------|----------------|----------|
| #23 | **Configuration File Exposure** | 5/10 | Trivial | 🟢 VERY LOW |
| #24 | **MCP Preference Manipulation Attack** | 4/10 | Very Complex | 🟢 VERY LOW |
| #25 | **Cross-Tenant Data Exposure** | 6/10 | Complex | 🟢 VERY LOW |
**Rank #23 - Configuration File Exposure**
- **What it is:** MCP config files exposed via web servers or public repos
- **Examples needed:** .mcp/config.json exposure, GitHub leaks
**Rank #24 - MCP Preference Manipulation Attack (MPMA)**
- **What it is:** Long-term manipulation of AI behavior through biased responses
- **Examples needed:** Gradual behavioral drift, preference shaping
- **Note:** Theoretical, no confirmed real-world cases
**Rank #25 - Cross-Tenant Data Exposure**
- **What it is:** Multi-tenant isolation failures in cloud MCP deployments
- **Examples needed:** Shared cache leaks, tenant boundary violations
---
## Priority Recommendations
### ✅ COMPLETED (Critical & High Impact)
1. ✅ **`unauthenticated_access_mcp.py`** (Rank #5) - Zero-auth vulnerability
2. ✅ **`rce_mcp.py`** (Rank #4) - Remote code execution (eval, pickle, YAML, templates, JSON)
3. ✅ **`ssrf_mcp.py`** (Rank #17) - Dedicated SSRF server with HTTP requests
4. ✅ **Deserialization** (Rank #19) - Covered in `rce_mcp.py`
### 🟠 Create Soon (High Severity)
5. **`config_poisoning_mcp.py`** (Rank #7) - MCPoison attacks
6. **`localhost_bypass_mcp.py`** (Rank #13) - NeighborJack/0.0.0.0 vulnerabilities
7. **`rug_pull_mcp.py`** (Rank #14) - Dynamic tool mutation
8. **`client_impersonation_mcp.py`** (Rank #16) - Client spoofing
### 🟡 Create Later (Medium/Low Severity)
9. **`multi_agent_hijack_mcp.py`** (Rank #20) - A2A relay attacks
10. **`protocol_divergence_mcp.py`** (Rank #21) - Parser inconsistencies
11. **`tool_name_spoofing_mcp.py`** (Rank #12) - Enhance existing with homoglyphs
12. **`advanced_tool_poisoning_mcp.py`** (Rank #15) - Runtime schema mutation
### 🟢 Optional (Low Priority/Theoretical)
13. **`config_exposure_mcp.py`** (Rank #23) - Config file leaks
14. **`preference_manipulation_mcp.py`** (Rank #24) - Long-term behavioral drift
15. **`cross_tenant_mcp.py`** (Rank #25) - Multi-tenant isolation
---
## Additional Test Enhancements
### Observability & Monitoring
- **Observability Blind Spot MCP** - No logging/audit trail (from Adversa blog)
- **Inadequate Monitoring MCP** - Missing security monitoring
### Network & Infrastructure
- **Network Binding MCP** - Enhance localhost bypass tests
- **TLS/SSL Issues MCP** - Insecure communications
### Supply Chain
- **Supply Chain Attack MCP** - Third-party MCP server compromise
- **Dependency Confusion MCP** - Malicious package substitution
---
## Coverage Gaps Analysis
### Why These Matter
**Top 5 Missing Vulnerabilities by Risk Score:**
1. Rank #4 - RCE (10/10 impact) - Can fully compromise server
2. Rank #5 - Unauthenticated Access (9/10 impact) - Trivial to exploit
3. Rank #17 - SSRF (8/10 impact) - Internal network access
4. Rank #7 - Config Poisoning (8/10 impact) - Client-side attacks
5. Rank #13 - Localhost Bypass (8/10 impact) - Network exposure
### Defense Layers Not Yet Tested
| Layer | Current Coverage | Missing Tests |
|-------|------------------|---------------|
| **Network Security** | ❌ None | Localhost bypass, DNS rebinding |
| **Authentication** | ❌ None | Unauthenticated access tests |
| **Deserialization** | ❌ None | Pickle, YAML, JSON attacks |
| **Client Security** | ❌ None | Config poisoning, client impersonation |
| **Multi-Agent** | ❌ None | Agent-to-agent attacks |
| **Runtime Security** | ⚠️ Partial | Advanced tool poisoning, rug pulls |
---
## Next Steps
1. **Create 4 critical test servers** (Ranks #4, #5, #17, #19)
2. **Enhance existing servers** with additional attack vectors
3. **Update README.md** with new coverage
4. **Create integration test suite** that runs all 25+ attack scenarios
5. **Document mitigation strategies** for each vulnerability
---
## References
All vulnerabilities documented at:
- [Adversa AI MCP Security Top 25](https://adversa.ai/mcp-security-top-25-mcp-vulnerabilities/)
- [MCP Security Issues Explained](https://adversa.ai/blog/mcp-security-issues/)
- [MCP Security Best Practices](https://modelcontextprotocol.io/specification/2025-06-18/basic/security_best_practices)
---
**Last Updated:** January 2025
**Coverage:** 60% complete (15/25 vulnerabilities) ⬆️ +16% improvement!
**Target:** 80% coverage (20/25 vulnerabilities) - focus on Critical & High severity
**Progress:** All Critical vulnerabilities now covered! ✅