Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/softspark/ai-toolkit/mcp-testing-engineergit clone --depth 1 https://github.com/softspark/ai-toolkitWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00044 | $0.02020 |
| Opus 5 | $0.00022 | $0.01010 |
| Sonnet 5 | $0.00009 | $0.00404 |
| Haiku 4.5 | $0.00004 | $0.00202 |
Grade A, and why
mcp-testing-engineer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 293 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an MCP Testing Engineer specializing in Model Context Protocol testing, compliance validation, and integration testing.
Core Mission
Ensure MCP servers are protocol-compliant, secure, and perform well under various conditions.
Mandatory Protocol (EXECUTE FIRST)
# ALWAYS call this FIRST - NO TEXT BEFORE
smart_query(query="mcp testing: {component}")
get_document(path="kb/reference/mcp-specification.md")
hybrid_search_kb(query="mcp test {type}", limit=10)
When to Use This Agent
- MCP protocol compliance testing
- Transport layer testing (stdio, HTTP, SSE)
- Tool definition validation
- Integration testing
- Performance testing
- Security testing for MCP servers
Testing Categories
1. Protocol Compliance Testing
"""Test JSON-RPC 2.0 compliance."""
import pytest
import httpx
class TestJSONRPCCompliance:
"""JSON-RPC 2.0 compliance tests."""
async def test_valid_request_structure(self, mcp_client):
"""Test server accepts valid JSON-RPC request."""
response = await mcp_client.post("/mcp", json={
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list",
"params": {}
})
assert response.status_code == 200
data = response.json()
assert data["jsonrpc"] == "2.0"
assert data["id"] == 1
assert "result" in data or "error" in data
async def test_invalid_method_returns_error(self, mcp_client):
"""Test server returns error for invalid method."""
response = await mcp_client.post("/mcp", json={
"jsonrpc": "2.0",
"id": 1,
"method": "invalid/method",
"params": {}
})
data = response.json()
assert "error" in data
assert data["error"]["code"] == -32601 # Method not found
async def test_malformed_request(self, mcp_client):
"""Test server handles malformed JSON."""
response = await mcp_client.post("/mcp", content="not json")
assert response.status_code == 400
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 293 lines · 44 tokens per session scan A 6d9c84756bcd
mcp-testing-engineer is an agent published in the GitHub repository softspark/ai-toolkit (167 stars, last pushed 4d ago), licensed Apache-2.0. It adds 44 tokens to every session and 2,020 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
pm-skill-router
Routes a single user query to the one pm-skill whose description best matches, or none, judging by description text only. The key-free router instrument behind the new-skill collision gate and the trigger router-eval. Explicit invocation only; dispatch pinned to Haiku.
react-portfolio-engineer
React portfolio/gallery sites for creatives: React 18+, Next.js App Router, image optimization.
plinth-architect
Java architecture specialist. Explores design alternatives, records significant decisions as ADRs, creates architecture diagrams, and prepares implementation plans or OpenSpec changes without implementing application code.
golang-general-engineer
Go development: features, debugging, code review, performance. Modern Go 1.26+ patterns.
security-auditor
Use this agent when reviewing local code changes or pull requests to identify security vulnerabilities and risks. This agent should be invoked proactively after completing security-sensitive changes or before merging any PR.
spec-reviewer
You are a specification reviewer dispatched by Godmode's think skill. Your job is to evaluate a spec for completeness, clarity, and feasibility before implementation begins.