fuzzing-apis

Configure perform API fuzzing to discover edge cases, crashes, and security vulnerabilities. Use when performing specialized testing. Trigger with phrases like "fuzz the API", "run fuzzing tests", or "discover edge cases".

1,868 stars

Best use case

fuzzing-apis is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Configure perform API fuzzing to discover edge cases, crashes, and security vulnerabilities. Use when performing specialized testing. Trigger with phrases like "fuzz the API", "run fuzzing tests", or "discover edge cases".

Teams using fuzzing-apis should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/fuzzing-apis/SKILL.md --create-dirs "https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/testing/api-fuzzer/skills/fuzzing-apis/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/fuzzing-apis/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How fuzzing-apis Compares

Feature / Agentfuzzing-apisStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Configure perform API fuzzing to discover edge cases, crashes, and security vulnerabilities. Use when performing specialized testing. Trigger with phrases like "fuzz the API", "run fuzzing tests", or "discover edge cases".

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# API Fuzzer

## Overview

Perform API fuzzing to discover crashes, unhandled exceptions, security vulnerabilities, and edge case failures by sending malformed, unexpected, and boundary-value inputs to API endpoints. Supports RESTler (stateful REST API fuzzing), Schemathesis (OpenAPI-driven property-based testing), custom fuzz harnesses with fast-check, and OWASP ZAP active scanning.

## Prerequisites

- API specification available (OpenAPI/Swagger, GraphQL SDL, or Protobuf definitions)
- Target API running in a test environment (never fuzz production)
- Fuzzing tool installed (Schemathesis, RESTler, or custom harness with fast-check/Hypothesis)
- API authentication credentials for protected endpoints
- Error logging enabled on the target server to capture crashes and stack traces

## Instructions

1. Parse the API specification to identify all endpoints, methods, and input schemas:
   - Read OpenAPI spec files using Glob (`**/openapi.yaml`, `**/swagger.json`).
   - Catalog each endpoint's parameters (path, query, header, body) and their types.
   - Note validation constraints (min/max, pattern, enum, required fields).
2. Configure the fuzzing strategy:
   - **Schema-based**: Generate inputs that violate schema constraints (wrong types, missing fields, extra fields).
   - **Mutation-based**: Start with valid requests and mutate individual fields (bit flips, boundary values, special characters).
   - **Dictionary-based**: Use known problematic inputs (SQL injection, XSS payloads, format strings, null bytes).
3. Define fuzz input categories for each parameter type:
   - **Strings**: Empty, very long (10K+ chars), unicode, null bytes, format strings (`%s%n`), path traversal (`../../etc/passwd`).
   - **Numbers**: 0, -1, MAX_INT, MIN_INT, NaN, Infinity, floats where ints expected.
   - **Arrays**: Empty, single element, thousands of elements, nested arrays, mixed types.
   - **Objects**: Empty, missing required fields, extra unknown fields, deeply nested (100+ levels).
   - **Dates**: Invalid formats, epoch zero, far future, negative timestamps.
4. Execute the fuzzing campaign:
   - Run Schemathesis: `schemathesis run http://localhost:3000/openapi.json --stateful=links`.
   - Or run RESTler: `restler-fuzzer fuzz --grammar_file grammar.py`.
   - Or write custom fuzz tests with fast-check/Hypothesis for targeted endpoints.
   - Set a time budget (30-60 minutes for initial run).
5. Analyze findings:
   - **5xx responses**: Unhandled server errors -- file as bugs.
   - **Crashes/hangs**: Application process terminated or stopped responding.
   - **Resource exhaustion**: Memory/CPU spike from malicious payloads.
   - **Information disclosure**: Stack traces, internal paths, or credentials in error responses.
6. For each finding, create a minimal reproducer (smallest input that triggers the issue).
7. Write regression tests for confirmed bugs to prevent reintroduction.

## Output

- Fuzz campaign report with discovered issues sorted by severity
- Minimal reproducer for each finding (curl command or test case)
- Categorized findings: crashes, unhandled errors, security issues, validation gaps
- Regression test file with one test per confirmed bug
- Coverage metrics showing which endpoints and parameters were fuzzed

## Error Handling

| Error | Cause | Solution |
|-------|-------|---------|
| Fuzzer cannot parse API spec | Invalid or incomplete OpenAPI specification | Validate the spec with `swagger-cli validate`; fix schema errors before fuzzing |
| All requests return 401 | Authentication not configured in fuzzer | Provide auth headers via `--set-header "Authorization: Bearer TOKEN"` or config file |
| Server crashes during fuzzing | Unhandled exception or resource exhaustion | Restart the server with a process manager; enable crash dump collection; add OOM killer threshold |
| Too many false positives (500 errors) | Application returns 500 for expected validation errors | Filter known error patterns; configure the fuzzer to ignore specific response bodies |
| Fuzzer generates unrealistic inputs | Schema-based generation produces impossible combinations | Add `x-examples` to the OpenAPI spec; use stateful fuzzing to maintain valid sequences |

## Examples

**Schemathesis OpenAPI fuzzing:**
```bash
# Basic schema-based fuzzing
schemathesis run http://localhost:3000/api/openapi.json \  # 3000: 3 seconds in ms
  --stateful=links \
  --hypothesis-max-examples=500 \  # HTTP 500 Internal Server Error
  --base-url=http://localhost:3000 \  # 3 seconds in ms
  --header "Authorization: Bearer $TEST_TOKEN"

# With specific checks
schemathesis run http://localhost:3000/api/openapi.json \  # 3 seconds in ms
  --checks all \
  --validate-schema=true
```

**fast-check property-based API test:**
```typescript
import fc from 'fast-check';
import request from 'supertest';
import { app } from '../src/app';

test('POST /api/users handles arbitrary input without crashing', async () => {
  await fc.assert(
    fc.asyncProperty(
      fc.record({
        name: fc.string(),
        email: fc.string(),
        age: fc.oneof(fc.integer(), fc.string(), fc.constant(null)),
      }),
      async (body) => {
        const res = await request(app).post('/api/users').send(body);
        expect(res.status).toBeLessThan(500); // No server errors  # HTTP 500 Internal Server Error
      }
    ),
    { numRuns: 200 }  # HTTP 200 OK
  );
});
```

**Custom fuzz dictionary for injection testing:**
```json
[
  "' OR '1'='1",
  "<script>alert(1)</script>",
  "${7*7}",
  "{{7*7}}",
  "../../../etc/passwd",
  "\u0000",
  "A".repeat(100000)  # 100000 = configured value
]
```

## Resources

- Schemathesis: https://schemathesis.readthedocs.io/
- RESTler (Microsoft): https://github.com/microsoft/restler-fuzzer
- fast-check (property-based testing): https://fast-check.dev/
- Hypothesis (Python): https://hypothesis.readthedocs.io/
- OWASP Fuzzing: https://owasp.org/www-community/Fuzzing

Related Skills

generating-rest-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Generate complete REST API implementations from OpenAPI specifications or database schemas. Use when generating RESTful API implementations. Trigger with phrases like "generate REST API", "create RESTful API", or "build REST endpoints".

versioning-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement API versioning with backward compatibility, deprecation notices, and migration paths. Use when managing API versions and backward compatibility. Trigger with phrases like "version the API", "manage API versions", or "handle API versioning".

throttling-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement API throttling policies to protect backend services from overload. Use when controlling API request rates. Trigger with phrases like "throttle API", "control request rate", or "add throttling".

rate-limiting-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas. Use when protecting APIs from excessive requests. Trigger with phrases like "add rate limiting", "limit API requests", or "implement rate limits".

monitoring-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Build real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance metrics. Trigger with phrases like "monitor the API", "add API metrics", or "setup API monitoring".

mocking-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Generate mock API servers for testing and development with realistic response data. Use when creating mock APIs for development and testing. Trigger with phrases like "create mock API", "generate API mock", or "setup mock server".

migrating-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement API migrations between versions, platforms, or frameworks with minimal downtime. Use when upgrading APIs between versions. Trigger with phrases like "migrate the API", "upgrade API version", or "migrate to new API".

load-testing-apis

1868
from jeremylongshore/claude-code-plugins-plus-skills

Execute comprehensive load and stress testing to validate API performance and scalability. Use when validating API performance under load. Trigger with phrases like "load test the API", "stress test API", or "benchmark API performance".

schema-optimization-orchestrator

1868
from jeremylongshore/claude-code-plugins-plus-skills

Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"

test-skill

1868
from jeremylongshore/claude-code-plugins-plus-skills

Test skill for E2E validation. Trigger with "run test skill" or "execute test". Use this skill when testing skill activation and tool permissions.

example-skill

1868
from jeremylongshore/claude-code-plugins-plus-skills

Brief description of what this skill does and when the model should activate it. Use when [describe the user's intent or situation]. Trigger with "example phrase", "another trigger", "/example-skill".

testing-visual-regression

1868
from jeremylongshore/claude-code-plugins-plus-skills

Detect visual changes in UI components using screenshot comparison. Use when detecting unintended UI changes or pixel differences. Trigger with phrases like "test visual changes", "compare screenshots", or "detect UI regressions".