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8 مستودعات

Awesome GitHub RepositoriesExecution Payload Tracing

Automatic recording of specific tool calls and resource requests to provide visibility into AI agent data exchanges.

Distinct from Request Payloads: Distinct from Request Payloads: focuses on the observability and recording of AI-specific tool and prompt payloads for debugging.

Explore 8 awesome GitHub repositories matching networking & communication · Execution Payload Tracing. Refine with filters or upvote what's useful.

Awesome Execution Payload Tracing GitHub Repositories

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  • mcp-use/mcp-useالصورة الرمزية لـ mcp-use

    mcp-use/mcp-use

    10,137عرض على GitHub↗

    mcp-use is a development framework designed for building, deploying, and managing servers, clients, and autonomous agents using the Model Context Protocol. It provides a comprehensive toolkit for creating servers that expose custom tools, data resources, and prompts to compatible AI agents. The project distinguishes itself by offering a complete lifecycle for protocol-based applications, including a dedicated hosting platform for production servers and a compliance validator to ensure servers meet marketplace publishing requirements. It also features an observability suite for tracing protoco

    Automatically records tool calls, resource reads, and prompt requests to provide full payload visibility.

    TypeScriptagentic-frameworkaiapps-sdk
    عرض على GitHub↗10,137
  • lastmile-ai/mcp-agentالصورة الرمزية لـ lastmile-ai

    lastmile-ai/mcp-agent

    8,037عرض على GitHub↗

    mcp-agent is a framework for building AI agents that integrate with Model Context Protocol servers to execute tools and access data. It functions as a multi-agent orchestrator and protocol-compliant server, enabling the creation of agents that can discover and invoke tools from connected external servers. The project distinguishes itself through a durable workflow engine that supports long-running tasks capable of pausing, resuming, and surviving restarts. It implements complex orchestration patterns, including iterative evaluator-optimizer loops, hierarchical workflow nesting, and specialist

    Annotates execution spans with tool names and token counts to provide visibility into request payloads.

    Pythonagentsaiai-agents
    عرض على GitHub↗8,037
  • guardicore/monkeyالصورة الرمزية لـ guardicore

    guardicore/monkey

    7,014عرض على GitHub↗

    Monkey is an adversary emulation platform and breach and attack simulation tool designed to test network defenses through automated lateral movement and exploit delivery. It functions as a network security testing system that evaluates security posture by attempting to propagate through vulnerabilities and extract sensitive system credentials. The platform distinguishes itself by simulating specific real-world attacker behaviors, such as ransomware encryption, cryptojacking, and the theft of browser-stored credentials and secure shell keys. It utilizes binary hash randomization to evade antiv

    Runs malicious payloads on infected machines to test the depth and impact of a successful compromise.

    Python
    عرض على GitHub↗7,014
  • rogandawes/p4wnp1الصورة الرمزية لـ RoganDawes

    RoganDawes/P4wnP1

    4,350عرض على GitHub↗

    P4wnP1 is a hardware-based USB HID attack platform and peripheral emulator. It functions as a tool for emulating USB keyboards and mice to execute automated keystroke payloads, as well as a WiFi-enabled remote access tool that provides a wireless bridge for network relay and SSH access. The project is distinguished by its ability to establish covert bidirectional communication channels and remote shells using raw HID reports, specifically to bridge air-gapped systems. It further enables wireless network interception and the routing of network traffic over WiFi to facilitate man-in-the-middle

    Executes bash payloads when events occur like network link up, target IP assignment, or SSH login.

    Python
    عرض على GitHub↗4,350
  • jonaslejon/malicious-pdfالصورة الرمزية لـ jonaslejon

    jonaslejon/malicious-pdf

    4,070عرض على GitHub↗

    This project is a set of specialized utilities for generating malformed documents, obfuscating payloads, and crafting specific attack vectors to evaluate the resilience of security scanners. It functions as a PDF fuzzing framework and security testing tool designed to create PDF files with embedded payloads for verifying how document viewers and web applications handle vulnerabilities. The toolkit provides capabilities for encoding and hiding malicious content to test the detection effectiveness of security scanners. It includes a security payload generator for crafting specific attack vector

    Constructs PDF files by combining vulnerability strings with valid file format specifications.

    Pythonbugbountybugbounty-toolpdf
    عرض على GitHub↗4,070
  • diego-treitos/linux-smart-enumerationالصورة الرمزية لـ diego-treitos

    diego-treitos/linux-smart-enumeration

    3,932عرض على GitHub↗

    This project is a comprehensive toolkit for Linux security auditing and system enumeration. It functions as a framework for identifying configuration weaknesses, gathering system information, and detecting vulnerabilities to assist in gaining higher administrative access levels on Linux systems. The toolkit includes specialized capabilities for version-based vulnerability scanning, which matches installed software against known affected releases, and time-window process monitoring to track recurring system patterns and periodic tasks. It also provides infrastructure for hosting and delivering

    Transfers and triggers analysis logic on separate hosts to perform security audits from a remote position.

    Shellctfshackinghackthebox
    عرض على GitHub↗3,932
  • octelium/octeliumالصورة الرمزية لـ octelium

    octelium/octelium

    3,371عرض على GitHub↗

    Octelium is a zero-trust network access platform and identity-aware proxy designed to secure private HTTP, SSH, and SQL resources. It functions as a secure gateway that validates human and workload identities using OIDC, SAML, and FIDO2 passkeys before granting access to internal applications and SaaS APIs. The system is distinguished by its secretless access broker, which injects credentials—such as API keys, passwords, and AWS Sigv4 signatures—at the gateway level so users can access databases and cloud resources without managing secrets. It further specializes in AI gateway administration,

    Uses Lua scripts to sanitize AI payloads and implement data loss prevention guardrails.

    Goabacai-gatewayapi-gateway
    عرض على GitHub↗3,371
  • specterops/bloodhoundالصورة الرمزية لـ SpecterOps

    SpecterOps/BloodHound

    2,789عرض على GitHub↗

    BloodHound is an identity risk management platform and graph-based attack path analyzer used to map identity relationships and permissions in Active Directory. It functions as a security tool for auditing directory services, uncovering unintended privilege relationships, and visualizing sequences of permissions that can lead to domain compromise. The project differentiates itself as a comprehensive adversary emulation framework that coordinates remote agents and executes post-exploitation commands. It includes a reverse proxy for bypassing multi-factor authentication via real-time session hij

    Executes binary files and assemblies on remote agents to extend their operational capabilities.

    Go
    عرض على GitHub↗2,789
  1. Home
  2. Networking & Communication
  3. Request Payloads
  4. Execution Payload Tracing

استكشف الوسوم الفرعية

  • Adversarial Payload Execution2 وسوم فرعيةExecution of simulated malicious payloads to assess the impact of a system compromise. **Distinct from Execution Payload Tracing:** Focuses on simulating attack impact rather than tracing AI agent payloads
  • Payload GuardrailsSecurity mechanisms for sanitizing and filtering AI request and response payloads to prevent data leakage. **Distinct from Execution Payload Tracing:** Focuses on active sanitization and guardrails rather than just observability/tracing of payloads.