agent-harness-explorer.| Capability | Status | Value |
|---|---|---|
python.runtime | available | 3.12.9 |
runtime.filesystem:temp-dir | available | True |
runtime.filesystem:write | unverified | |
runtime.network:https | unverified | |
runtime.os | available | Linux |
runtime.subprocess:exec | unverified |
not-visible, never unsupported.| Library | Version | Description | Docs |
|---|---|---|---|
| dracarys | 0.1.0 | Copilot Studio enhanced orchestrator that powers the agent. | Documentation |
| fastembed | 0.8.0 | Lightweight, fast library for generating text and image embeddings. | Documentation |
| github-copilot-sdk | 1.0.2 | Python SDK for programmatic control of the GitHub Copilot CLI over JSON-RPC. | Documentation |
| hf-xet | 1.5.1 | Xet storage backend for fast Hugging Face Hub uploads and downloads. | Documentation |
| huggingface_hub | 1.23.0 | Client for sharing and downloading models and datasets on the Hugging Face Hub. | Documentation |
| magika | 0.6.3 | Deep-learning-based file content type detection from Google. | Documentation |
| onnxruntime | 1.27.0 | Cross-platform inference and training accelerator for ONNX models. | Documentation |
| py_rust_stemmers | 0.1.8 | Fast Snowball word stemmers implemented in Rust. | Documentation |
| rank-bm25 | 0.2.2 | Collection of BM25 ranking algorithms for information retrieval. | Documentation |
| rapidocr-onnxruntime | 1.4.4 | OCR toolkit running PaddleOCR models via ONNX Runtime. | Documentation |
| tokenizers | 0.23.1 | Fast, production-ready text tokenizers from Hugging Face. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| narwhals | 2.23.0 | Compatibility layer for pandas, Polars, and other dataframe libraries. | Documentation |
| pyarrow | 25.0.0 | Python bindings for Apache Arrow columnar in-memory data. | Documentation |
| shapely | 2.1.2 | Manipulation and analysis of planar geometric objects. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| mpmath | 1.3.0 | Arbitrary-precision floating-point arithmetic. | Documentation |
| numpy | 2.5.1 | Fundamental package for array computing and numerical work. | Documentation |
| pandas | 3.0.4 | Fast, flexible data structures for tabular data analysis. | Documentation |
| sympy | 1.14.0 | Symbolic mathematics and computer algebra system. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| markdownify | 1.2.3 | Convert HTML into Markdown. | Documentation |
| markitdown | 0.1.6 | Convert files and Office documents to Markdown for LLM workflows. | Documentation |
| noto-cjk-fonts | 1.0.0 | Bundled Noto Sans and Serif CJK fonts for rendering Chinese, Japanese, and Korean text. | Documentation |
| pdfminer.six | 20260107 | Extract text, layout, and metadata from PDF files. | Documentation |
| pdfplumber | 0.11.10 | Extract text, tables, and shapes from PDFs, built on pdfminer.six. | Documentation |
| pypdf | 6.14.2 | Read, split, merge, and transform PDF files in pure Python. | Documentation |
| pypdfium2 | 5.11.0 | Python bindings to PDFium for rendering and inspecting PDFs. | Documentation |
| reportlab | 5.0.0 | Generate PDF documents and graphics programmatically. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| opencv-python-headless | 5.0.0.93 | OpenCV computer-vision library packaged without GUI dependencies. | Documentation |
| pillow | 12.3.0 | Image processing library for opening, editing, and saving images. | Documentation |
| pyclipper | 1.4.0 | Python wrapper for the Clipper polygon clipping and offsetting library. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| anyio | 4.14.1 | Asynchronous concurrency and networking layer over asyncio and Trio. | Documentation |
| grpcio | 1.82.1 | gRPC framework for high-performance remote procedure calls. | Documentation |
| grpcio-tools | 1.82.1 | Protocol Buffers and gRPC code-generation tools for Python. | Documentation |
| h11 | 0.16.0 | Pure-Python, spec-compliant HTTP/1.1 protocol implementation. | Documentation |
| httpcore | 1.0.9 | Minimal low-level HTTP client that powers the HTTPX transport. | Documentation |
| httptools | 0.8.0 | Fast HTTP request and response parser based on the Node.js parser. | Documentation |
| httpx | 0.28.1 | Next-generation HTTP client with sync and async support. | Documentation |
| idna | 3.18 | Internationalized Domain Names in Applications (IDNA) encoding support. | Documentation |
| requests | 2.34.2 | Simple, human-friendly HTTP client for Python. | Documentation |
| urllib3 | 2.7.0 | Powerful, user-friendly HTTP client library. | Documentation |
| uvloop | 0.22.1 | Fast, drop-in replacement for the asyncio event loop built on libuv. | Documentation |
| websockets | 16.1 | Library for building WebSocket servers and clients with asyncio. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| et_xmlfile | 2.0.0 | Low-memory helper for writing large XML files, used by openpyxl. | Documentation |
| mammoth | 1.12.0 | Convert Word .docx documents to HTML or Markdown. | Documentation |
| openpyxl | 3.1.5 | Read, create, and modify Excel .xlsx workbooks. | Documentation |
| python-docx | 1.2.0 | Create and manage Microsoft Word .docx files. | Documentation |
| python-pptx | 1.0.2 | Create and update Microsoft PowerPoint .pptx presentations. | Documentation |
| xlsxwriter | 3.2.9 | Create Excel .xlsx files with formatting, charts, and formulas. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| certifi | 2026.6.17 | Curated collection of Mozilla root CA certificates for TLS validation. | Documentation |
| cryptography | 49.0.0 | Cryptographic recipes and primitives for Python. | Documentation |
| defusedxml | 0.7.1 | XML parsing hardened against denial-of-service and entity-expansion attacks. | Documentation |
| PyJWT | 2.13.0 | Encode and decode JSON Web Tokens (JWT). | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| flatbuffers | 25.12.19 | Memory-efficient cross-platform serialization library. | Documentation |
| orjson | 3.11.9 | Fast JSON serialization library implemented in Rust. | Documentation |
| protobuf | 7.36.0rc1 | Google Protocol Buffers language-neutral data serialization. | Documentation |
| PyYAML | 6.0.3 | YAML parser and emitter for Python. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| annotated-doc | 0.0.4 | Attach inline documentation to values using the typing Annotated hint. | Documentation |
| annotated-types | 0.7.0 | Reusable constraint types for use with typing Annotated. | Documentation |
| cffi | 2.1.0 | Foreign Function Interface for calling C code from Python. | Documentation |
| charset-normalizer | 3.4.9 | Character-set detection and text encoding normalization. | Documentation |
| click | 8.4.2 | Composable toolkit for building command-line interfaces. | Documentation |
| cobble | 0.1.4 | Create Python data objects with generated equality and repr methods. | Documentation |
| filelock | 3.29.7 | Platform-independent advisory file locking mechanism. | Documentation |
| fonttools | 4.63.0 | Read, write, and manipulate TrueType and OpenType fonts. | Documentation |
| fsspec | 2026.6.0 | Unified pythonic interface to local, remote, and embedded filesystems. | Documentation |
| Jinja2 | 3.1.6 | Templating engine for generating text and HTML output. | Documentation |
| loguru | 0.7.3 | Simplified, opinionated logging for Python. | Documentation |
| mmh3 | 5.2.1 | Python bindings for the MurmurHash3 non-cryptographic hash. | Documentation |
| packaging | 26.2 | Core utilities for Python package versions, specifiers, and markers. | Documentation |
| pycparser | 3.0 | Complete C99 parser written in pure Python. | Documentation |
| pydantic | 2.14.0a1 | Data validation and settings management using type hints. | Documentation |
| pydantic-settings | 2.14.2 | Settings management using Pydantic models and environment variables. | Documentation |
| pydantic_core | 2.47.0 | Rust-based validation core that powers Pydantic v2. | Documentation |
| pyparsing | 3.3.2 | Library for creating and executing grammar-based text parsers. | Documentation |
| python-dateutil | 2.9.0.post0 | Powerful extensions to the standard datetime module. | Documentation |
| python-dotenv | 1.2.2 | Load environment variables from .env files. | Documentation |
| setuptools | 83.0.0 | Build system and packaging tools for Python projects. | Documentation |
| six | 1.17.0 | Python 2 and 3 compatibility helpers. | Documentation |
| tabulate | 0.10.0 | Pretty-print tabular data in a variety of text formats. | Documentation |
| tqdm | 4.68.4 | Fast, extensible progress bar for loops and iterables. | Documentation |
| typing-inspection | 0.4.2 | Runtime inspection utilities for typing annotations. | Documentation |
| typing_extensions | 4.16.0 | Backported and experimental type hints for older Python versions. | Documentation |
| tzdata | 2026.3 | IANA time zone database packaged for Python. | Documentation |
| watchfiles | 1.2.0 | Fast file-change watching and auto-reloading, powered by Rust. | Documentation |
| wheel | 0.43.0 | Reference implementation of the Python wheel packaging format. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| contourpy | 1.3.3 | Calculate contour lines and filled contours from 2D grids. | Documentation |
| cycler | 0.12.1 | Composable style cycles used by Matplotlib. | Documentation |
| kiwisolver | 1.5.0 | Fast implementation of the Cassowary constraint solver used by Matplotlib. | Documentation |
| matplotlib | 3.11.0 | Comprehensive library for creating static and animated plots. | Documentation |
| plotly | 6.9.0 | Interactive, browser-based charting and plotting library. | Documentation |
| seaborn | 0.13.2 | Statistical data visualization built on Matplotlib. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| beautifulsoup4 | 4.15.0 | Parse and navigate HTML and XML documents. | Documentation |
| fastapi | 0.139.0 | Modern high-performance web framework for building APIs with type hints. | Documentation |
| lxml | 6.1.1 | Fast XML and HTML parsing and XPath querying. | Documentation |
| MarkupSafe | 3.0.3 | Safely add untrusted strings to HTML and XML markup. | Documentation |
| soupsieve | 2.8.4 | CSS selector library used by Beautiful Soup. | Documentation |
| starlette | 1.3.1 | Lightweight ASGI framework and toolkit that underpins FastAPI. | Documentation |
| uvicorn | 0.51.0 | Lightning-fast ASGI server implementation. | Documentation |
| Library | Version | Description | Docs |
|---|
2026-07-14T07-27-33Z · generated by agent-harness-explorer