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API Parameter Fuzzing Tools

Ranking updated Jun 30, 2026

For a web fuzzing tool, the first results are xmendez/wfuzz (Wfuzz is a mature, plugin-based web fuzzing framework that directly targets hidden parameters, endpoints, and resources via HTTP injection, covering the core need for parameter discovery and supporting concurrency, multiple methods, and wordlist-driven payloads), ffuf/ffuf (ffuf is a dedicated command-line web fuzzer built for discovering hidden endpoints and parameters via fast, recursive scanning with concurrency, response filtering, and machine-readable output — exactly the kind of tool this search is after) and hahwul/dalfox (Dalfox is an XSS vulnerability scanner that analyzes HTTP parameters for injection points, not a general-purpose web fuzzer for discovering hidden or undocumented parameters — its focus is on detecting cross-site scripting rather than exploring arbitrary parameter variations). yaklang/yakit is also worth a look. Compare the match explanations and check the project documentation against your requirements.

Automated security utilities for discovering hidden API endpoints and testing input parameters for vulnerabilities.

API Parameter Fuzzing Tools

Find the best repos with AI.We'll search the best matching repositories with AI.
  • xmendez/wfuzzxmendez avatar

    xmendez/wfuzz

    6,519View on GitHub↗

    Wfuzz is a web application fuzzing framework that automates the injection of payloads into HTTP requests to discover hidden resources, parameters, and vulnerabilities. It functions as a content discovery scanner, a brute-force tool for credential guessing, and a plugin-based vulnerability scanner, all within a single modular system. The tool distinguishes itself through its plugin-based extensibility, allowing custom Python modules to add new payload sources, output printers, or scanning logic without modifying core code. It supports concurrent request dispatch using thread-based parallelism

    Wfuzz is a mature, plugin-based web fuzzing framework that directly targets hidden parameters, endpoints, and resources via HTTP injection, covering the core need for parameter discovery and supporting concurrency, multiple methods, and wordlist-driven payloads.

    PythonThread-Based Fuzzing DispatchersParameter Fuzzing
    View on GitHub↗6,519
  • ffuf/ffufffuf avatar

    ffuf/ffuf

    15,618View on GitHub↗

    This tool is a command-line utility designed for automated web resource discovery, fuzzing, and application structure mapping. It functions as a security-focused scanner that identifies hidden files, directories, parameters, and virtual hosts by injecting payloads into HTTP requests. By systematically testing how servers handle various inputs, it assists in mapping the architecture of web applications and uncovering potential security vulnerabilities. The tool distinguishes itself through a highly concurrent engine that manages asynchronous request execution and recursive job orchestration. I

    ffuf is a dedicated command-line web fuzzer built for discovering hidden endpoints and parameters via fast, recursive scanning with concurrency, response filtering, and machine-readable output — exactly the kind of tool this search is after.

    GoRate LimitersResponse HandlingDynamic Response Filters
    View on GitHub↗15,618
  • hahwul/dalfoxhahwul avatar

    hahwul/dalfox

    4,846View on GitHub↗

    Dalfox is an automated web application security tool specifically designed for discovering and verifying cross-site scripting vulnerabilities. It functions as an XSS vulnerability scanner that analyzes HTTP parameters and DOM structures to identify reflected, stored, and blind injection points. The project distinguishes itself by providing a Model Context Protocol server and a REST API, allowing artificial intelligence agents and remote interfaces to trigger and manage security scans programmatically. It utilizes a payload mutation engine and fingerprinting strategies to execute WAF evasion t

    Dalfox is an XSS vulnerability scanner that analyzes HTTP parameters for injection points, not a general-purpose web fuzzer for discovering hidden or undocumented parameters — its focus is on detecting cross-site scripting rather than exploring arbitrary parameter variations.

    GoHidden Parameter DiscoveryParameter Discovery
    View on GitHub↗4,846
  • yaklang/yakityaklang avatar

    yaklang/yakit

    7,386View on GitHub↗

    Yakit is a comprehensive cybersecurity all-in-one platform designed for security assessments. It integrates a suite of core tools including an HTTP interception proxy for real-time traffic modification, an out-of-band interaction detector for verifying remote command execution via TCP, DNSLog, and ICMP, and a reverse shell manager for controlling remote server connections. The platform is distinguished by its dedicated security scripting environment, which allows for the development and execution of custom logic and plugins using a specialized high-performance language. It further extends fun

    Yakit is a comprehensive security assessment platform that includes parameter fuzzing as one of many features, but it is not a dedicated web fuzzer for parameter discovery, making it broader than what this search targets.

    TypeScriptParameter Fuzzing
    View on GitHub↗7,386
Compare the top 10 at a glance
RepositoryStarsLanguageLicenseLast push
xmendez/wfuzz6.5KPythonGPL-2.0Jan 21, 2026
ffuf/ffuf15.6KGomitApr 24, 2025
hahwul/dalfox
4.8K
Go
mit
Feb 20, 2026
yaklang/yakit7.4KTypeScriptAGPL-3.0Jun 23, 2026

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