agent-harness-explorer-plus. Select any tool, skill, subagent, MCP entry, or library to read everything that was observed about it.| 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. 20 of 21 observed items carry their full definition (9 of them a complete SKILL.md); 1 are listing metadata only and 0 are name only.#tool:Read).| Library | Version | Description | Docs |
|---|---|---|---|
| 0.1.0 | Copilot Studio enhanced orchestrator that powers the agent. | Documentation | |
| 0.8.0 | Lightweight, fast library for generating text and image embeddings. | Documentation | |
| 1.0.7 | Python SDK for programmatic control of the GitHub Copilot CLI over JSON-RPC. | Documentation | |
| 1.6.0 | Xet storage backend for fast Hugging Face Hub uploads and downloads. | Documentation | |
| 1.27.0 | Client for sharing and downloading models and datasets on the Hugging Face Hub. | Documentation | |
| 0.6.3 | Deep-learning-based file content type detection from Google. | Documentation | |
| 1.28.0 | Cross-platform inference and training accelerator for ONNX models. | Documentation | |
| 0.1.8 | Fast Snowball word stemmers implemented in Rust. | Documentation | |
| 0.2.2 | Collection of BM25 ranking algorithms for information retrieval. | Documentation | |
| 1.4.4 | OCR toolkit running PaddleOCR models via ONNX Runtime. | Documentation | |
| 0.13.0 | Fast byte-pair-encoding tokenizer for OpenAI models. | Documentation | |
| 0.23.1 | Fast, production-ready text tokenizers from Hugging Face. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 2.24.0 | Compatibility layer for pandas, Polars, and other dataframe libraries. | Documentation | |
| 25.0.0 | Python bindings for Apache Arrow columnar in-memory data. | Documentation | |
| 2.1.2 | Manipulation and analysis of planar geometric objects. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 1.3.0 | Arbitrary-precision floating-point arithmetic. | Documentation | |
| 2.5.1 | Fundamental package for array computing and numerical work. | Documentation | |
| 3.0.5 | Fast, flexible data structures for tabular data analysis. | Documentation | |
| 1.14.0 | Symbolic mathematics and computer algebra system. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 1.2.3 | Convert HTML into Markdown. | Documentation | |
| 0.1.7 | Convert files and Office documents to Markdown for LLM workflows. | Documentation | |
| 1.0.0 | Bundled Noto Sans and Serif CJK fonts for rendering Chinese, Japanese, and Korean text. | Documentation | |
| 20260107 | Extract text, layout, and metadata from PDF files. | Documentation | |
| 0.11.10 | Extract text, tables, and shapes from PDFs, built on pdfminer.six. | Documentation | |
| 6.15.0 | Read, split, merge, and transform PDF files in pure Python. | Documentation | |
| 5.12.1 | Python bindings to PDFium for rendering and inspecting PDFs. | Documentation | |
| 5.0.0 | Generate PDF documents and graphics programmatically. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 5.0.0.93 | OpenCV computer-vision library packaged without GUI dependencies. | Documentation | |
| 12.3.0 | Image processing library for opening, editing, and saving images. | Documentation | |
| 1.4.0 | Python wrapper for the Clipper polygon clipping and offsetting library. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 4.14.2 | Asynchronous concurrency and networking layer over asyncio and Trio. | Documentation | |
| 1.83.0 | gRPC framework for high-performance remote procedure calls. | Documentation | |
| 1.80.0 | Protocol Buffers and gRPC code-generation tools for Python. | Documentation | |
| 0.16.0 | Pure-Python, spec-compliant HTTP/1.1 protocol implementation. | Documentation | |
| 1.0.9 | Minimal low-level HTTP client that powers the HTTPX transport. | Documentation | |
| 0.8.0 | Fast HTTP request and response parser based on the Node.js parser. | Documentation | |
| 0.28.1 | Next-generation HTTP client with sync and async support. | Documentation | |
| 3.18 | Internationalized Domain Names in Applications (IDNA) encoding support. | Documentation | |
| 2.34.2 | Simple, human-friendly HTTP client for Python. | Documentation | |
| 2.7.0 | Powerful, user-friendly HTTP client library. | Documentation | |
| 0.22.1 | Fast, drop-in replacement for the asyncio event loop built on libuv. | Documentation | |
| 17.0.1 | Library for building WebSocket servers and clients with asyncio. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 2.0.0 | Low-memory helper for writing large XML files, used by openpyxl. | Documentation | |
| 1.12.1 | Convert Word .docx documents to HTML or Markdown. | Documentation | |
| 3.1.5 | Read, create, and modify Excel .xlsx workbooks. | Documentation | |
| 1.2.0 | Create and manage Microsoft Word .docx files. | Documentation | |
| 1.0.2 | Create and update Microsoft PowerPoint .pptx presentations. | Documentation | |
| 3.2.9 | Create Excel .xlsx files with formatting, charts, and formulas. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 2026.7.22 | Curated collection of Mozilla root CA certificates for TLS validation. | Documentation | |
| 50.0.0 | Cryptographic recipes and primitives for Python. | Documentation | |
| 0.7.1 | XML parsing hardened against denial-of-service and entity-expansion attacks. | Documentation | |
| 2.13.0 | Encode and decode JSON Web Tokens (JWT). | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 25.12.19 | Memory-efficient cross-platform serialization library. | Documentation | |
| 3.11.9 | Fast JSON serialization library implemented in Rust. | Documentation | |
| 6.33.6 | Google Protocol Buffers language-neutral data serialization. | Documentation | |
| 6.0.3 | YAML parser and emitter for Python. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 0.0.5 | Attach inline documentation to values using the typing Annotated hint. | Documentation | |
| 0.8.0 | Reusable constraint types for use with typing Annotated. | Documentation | |
| 2.1.1 | Foreign Function Interface for calling C code from Python. | Documentation | |
| 3.4.9 | Character-set detection and text encoding normalization. | Documentation | |
| 8.4.2 | Composable toolkit for building command-line interfaces. | Documentation | |
| 0.1.4 | Create Python data objects with generated equality and repr methods. | Documentation | |
| 3.32.2 | Platform-independent advisory file locking mechanism. | Documentation | |
| 4.63.0 | Read, write, and manipulate TrueType and OpenType fonts. | Documentation | |
| 2026.7.0 | Unified pythonic interface to local, remote, and embedded filesystems. | Documentation | |
| 3.1.6 | Templating engine for generating text and HTML output. | Documentation | |
| 0.7.3 | Simplified, opinionated logging for Python. | Documentation | |
| 5.2.1 | Python bindings for the MurmurHash3 non-cryptographic hash. | Documentation | |
| 26.3 | Core utilities for Python package versions, specifiers, and markers. | Documentation | |
| 3.0 | Complete C99 parser written in pure Python. | Documentation | |
| 2.14.0b1 | Data validation and settings management using type hints. | Documentation | |
| 2.15.0 | Settings management using Pydantic models and environment variables. | Documentation | |
| 2.48.0 | Rust-based validation core that powers Pydantic v2. | Documentation | |
| 3.3.2 | Library for creating and executing grammar-based text parsers. | Documentation | |
| 2.9.0.post0 | Powerful extensions to the standard datetime module. | Documentation | |
| 1.2.2 | Load environment variables from .env files. | Documentation | |
| 83.0.0 | Build system and packaging tools for Python projects. | Documentation | |
| 1.17.0 | Python 2 and 3 compatibility helpers. | Documentation | |
| 0.10.0 | Pretty-print tabular data in a variety of text formats. | Documentation | |
| 4.70.0 | Fast, extensible progress bar for loops and iterables. | Documentation | |
| 0.4.2 | Runtime inspection utilities for typing annotations. | Documentation | |
| 4.16.0 | Backported and experimental type hints for older Python versions. | Documentation | |
| 2026.3 | IANA time zone database packaged for Python. | Documentation | |
| 1.2.0 | Fast file-change watching and auto-reloading, powered by Rust. | Documentation | |
| 0.43.0 | Reference implementation of the Python wheel packaging format. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 1.3.3 | Calculate contour lines and filled contours from 2D grids. | Documentation | |
| 0.12.1 | Composable style cycles used by Matplotlib. | Documentation | |
| 1.5.0 | Fast implementation of the Cassowary constraint solver used by Matplotlib. | Documentation | |
| 3.11.1 | Comprehensive library for creating static and animated plots. | Documentation | |
| 6.9.0 | Interactive, browser-based charting and plotting library. | Documentation | |
| 0.13.2 | Statistical data visualization built on Matplotlib. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 4.15.0 | Parse and navigate HTML and XML documents. | Documentation | |
| 0.141.1 | Modern high-performance web framework for building APIs with type hints. | Documentation | |
| 6.1.1 | Fast XML and HTML parsing and XPath querying. | Documentation | |
| 3.0.3 | Safely add untrusted strings to HTML and XML markup. | Documentation | |
| 2.9.2 | CSS selector library used by Beautiful Soup. | Documentation | |
| 1.4.1 | Lightweight ASGI framework and toolkit that underpins FastAPI. | Documentation | |
| 0.52.1 | Lightning-fast ASGI server implementation. | Documentation |
| Library | Version | Description | Docs |
|---|---|---|---|
| 2026.7.19 | Alternative regular expression module, to replace re. | Link |
2026-08-18T22-04-53Z · generated by agent-harness-explorer-plus