Agentic Security

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1. 0.7.5 Jun 3, 2026 · release notes

   Adds PIIPIIPersonally Identifiable Information — data that can identify a specific individual, such as names, email addresses, or SSNs. Cyber tools flag or redact it to limit exposure and meet privacy regulations. leak detector, full event log export, Google Sheets dataset support, LiteLLM provider, and MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. prompt templates

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.7.5 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.7.5

   • Add LiteLLM as a provider for 100+ LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. backends
   • Support Google Sheets URLs in dataset loader
   • Add pii-leak-detector to detect personally identifiable information leaks
   • Add full event log export for all scan events

   4 details in Everything

2. 0.7.1 Apr 2, 2025 · release notes

   Agentic Security 0.7.1 adds MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. client/server support, Spec API endpoints, and CSV utilities.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.7.1 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.7.1

   • Adds an mcp module providing client and server implementations for the Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface.
   • Adds a spec endpoint and spec file to expose tool capabilities via JSON Schema
   • Adds CSV utility functions and a registry update mechanism for structured data handling

   3 details in Everything

3. 0.6.0 Mar 7, 2025 · release notes

   Adds crew and pydantic_ai agents modules, configurable network timeout/cache/retry settings, and is_active flag.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.6.0 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.6.0

   • is_active flag added to filter active entities
   • Adds crew agent module support
   • Adds pydantic_ai agent module support
   • Adds process_prompt_batch capability

   4 details in Everything

   └──▷ BREAKING ON UPGRADE

   • !Refactor of config file structure from config to settings
4. 0.5.1 Feb 20, 2025 · release notes

   Adds $VAR expansion from config and InMemorySecrets to fuzzer

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.5.1 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.5.1

   • $VAR expansion from config files for runtime value substitution
   • InMemorySecrets support in the fuzzer module

   2 details in Everything

5. 0.4.5 Feb 15, 2025 · release notes

   Adds scan-csv API route, IntegrationProto, integrations module, and cost tracking.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.4.5 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.4.5

   └──▷ TRY IT
   Invoke the new CSV scan endpoint to process a dataset.
   copy

   $ curl -X POST /scan-csv -F 'file=@data.csv'

   Reference the new integration protocol in code.
   python copy

   from agentic_security.integrations import IntegrationProto
   print(IntegrationProto.__doc__)

   Access the new cost tracking module.
   python copy

   from agentic_security.cost import CostTracker
   cost = CostTracker()
   print(cost.calculate())

   • Adds scan-csv API route to handle CSV-based scan inputs
   • Adds IntegrationProto for defining integration schemas
   • Adds integrations module to support external tool connections

   3 details in Everything

6. 0.4.4 Feb 8, 2025 · release notes

   Adds AgentSpecification validation to OperatorToolBox

   └──▷ GET THIS VERSION

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   $ git clone --branch 0.4.4 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.4.4

7. 0.4.2 Jan 11, 2025 · release notes

   Adds AS_TOKEN env var, toml configuration support, probes for image/audio/files, and MSJ dataset generator.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.4.2 https://github.com/msoedov/agentic_security.git
   # already have the repo? check out this version:
   $ git checkout 0.4.2

   • Adds AS_TOKEN environment variable for authentication
   • Adds toml configuration support via pydantic-settings
   • Adds probe_image_endpoint for receiving image data in probes
   • Adds file specification support with has_files and has_image checks
   • Adds msj_dataset_generator for generating MSJ dataset samples

   5 details in Everything