teeshield 0.1.4

Scan, improve, and certify MCP servers and AI agent skills

TeeShield -- Security Scanner for MCP tools

npm audit for MCP tools. Scan tool definitions and detect unsafe descriptions before AI agents misuse them.

Why TeeShield?

We scanned 79 MCP tools across 7 public servers and found:

• Average description quality: 3.1 / 10
• 0% of tools have "Use when..." scenario triggers
• 0% have parameter examples
• Fewer than 5% have error handling guidance

AI agents pick which tool to call based on the description text. A vague description like "access filesystem" gives the agent no boundaries -- it doesn't know which directories are safe, whether it should read or write, or what happens on failure.

TeeShield scans tool descriptions, scores them, and rewrites them automatically.

Install

pip install teeshield

Requires Python 3.11+.

Quickstart

teeshield scan ./your-mcp-server

Example output:

            TeeShield Scan Report
   modelcontextprotocol/servers/filesystem
+---------------------------------------------+
| Metric                | Value     |   Score |
|-----------------------+-----------+---------|
| License               | MIT       |      OK |
| Tools                 | 14        |      OK |
| Security              | 0 issues  | 10.0/10 |
| Descriptions          |           |  3.2/10 |
| Architecture          |           | 10.0/10 |
| Tests                 | Yes       |      OK |
|                       |           |         |
| Overall               | Rating: B |  7.6/10 |
| Improvement Potential |           |  2.4/10 |
+---------------------------------------------+

Rewrite tool descriptions

TeeShield can automatically rewrite tool descriptions to be action-oriented, with scenario triggers, parameter examples, and error guidance.

# Preview changes (no files modified)
teeshield rewrite ./your-mcp-server --dry-run

# Apply changes to source files
teeshield rewrite ./your-mcp-server

Before (score 2.9):

"Shows the working tree status"

After (score 9.6):

"Query the current state of the Git working directory and staging area.
 Use when the user wants to check which files are modified, staged, or
 untracked before committing."

The rewriter works offline using templates (zero cost). Set ANTHROPIC_API_KEY for higher-quality LLM-powered rewrites.

Scan results across the MCP ecosystem

Server	Tools	Security	Descriptions	Overall	Rating
filesystem	14	10.0	3.2	7.6	B
git	12	10.0	2.4	7.3	B
memory	9	10.0	2.3	7.3	B
fetch	1	9.0	3.5	7.3	B
supabase	30	9.0	2.3	6.4	B

Full report: MCP-SECURITY-REPORT.md | Raw data: CURATION-REPORT.md

Try it on an example

The repo includes example MCP servers for instant demo:

git clone https://github.com/teehooai/teeshield
cd teeshield

teeshield scan examples/insecure-server   # Rating: C (4.8/10)
teeshield scan examples/secure-server     # Rating: B (7.2/10)

What TeeShield checks

Descriptions (weighted 40%)

• Scenario triggers ("Use when the user wants to...")
• Parameter examples
• Error handling guidance
• Disambiguation between similar tools
• Length (too short = vague, too long = noisy)

Security (weighted 30%)

• Path traversal
• Command injection
• SQL injection
• SSRF (unrestricted network access)
• Credential exposure

Architecture (weighted 20%)

• Test coverage
• Error handling
• Type annotations
• Input validation patterns

License (weighted 10%)

• MIT, Apache-2.0, BSD = OK
• GPL, AGPL = warning
• Missing = fail

Rating scale

Rating	Score	Meaning
A+	9.0+	Production-ready
A	8.0+	Safe with minor suggestions
B	6.0+	Usable, needs improvements
C	4.0+	Significant issues
F	<4.0	Unsafe, do not deploy

JSON output

teeshield scan ./server --format json
teeshield scan ./server --format json -o report.json

GitHub Action

Add TeeShield to your CI pipeline:

- uses: teehooai/teeshield@v0.1.0
  with:
    target: '.'
    fail-below: '6.0'

Commands

Command	Description
teeshield scan <path>	Scan and rate an MCP server
teeshield rewrite <path>	Rewrite tool descriptions
teeshield harden <path>	Security hardening recommendations
teeshield eval <original> <improved>	Compare tool selection accuracy

Threat model

TeeShield is a static analysis linter, not a runtime sandbox.

What it catches:

• Ambiguous tool definitions that lead to agent misuse
• Missing side-effect declarations (writes, deletes, network calls)
• Unsafe permission patterns (unbounded file access, unrestricted queries)
• Vague descriptions that give agents no operational boundaries

What it does NOT do:

• Runtime isolation or sandboxing
• Prompt injection detection
• Network traffic monitoring
• Access control enforcement

TeeShield runs before deployment. For runtime protection, pair it with tools like MCP Proxy or container sandboxes.

License

MIT