PyTorch HUD
Provides a PyTorch CI/CD analytics API for investigating build failures, analyzing test flakiness, and monitoring performance trends across the PyTorch…
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Code Scanner Server
Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering…
Amazon S3
Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
Pure Storage FlashBlade
Integrates with Pure Storage FlashBlade arrays to enable real-time monitoring, troubleshooting, and resource management.
Grep
Exposes the system grep binary's functionality for searching files with regular expressions, supporting common options like case-insensitive matching, context…
Audio Player
Enables audio playback control on your computer through a secure, directory-isolated interface that can play MP3, WAV, and OGG files from a designated folder.
Shaka Packager
Bridges AI with Google's Shaka Packager for video analysis, transcoding, and packaging operations, enabling media workflow automation and streaming content…
Argus (GitLab)
Integrates with GitLab repositories to enable automated security assessments, code reviews, and DevOps workflows through repository analysis and file retrieval…
Code Assist
Enables code modification and generation tasks through file operations, search-and-replace, and version control integration for automated refactoring and…
Development Tooling
Integrates with Docker, Git, and development tools to enable software project management, code analysis, and automated workflows across languages and…
OpenSearch
Integrates with OpenSearch databases to enable direct querying and data retrieval for log analysis, document retrieval, and structured data querying without…
Confluence Chat
Lightweight Confluence content expansion server that generates enhanced page content through a JSON-RPC interface, simplifying documentation workflows with…
Epsilla
Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data.
Choose (Google BigQuery)
Integrates with Google BigQuery and BigQuery Storage to enable efficient execution of SQL queries, schema retrieval, and large-scale data analytics on cloud…
Qdrant Vector Database
Integrates with Qdrant vector database to provide semantic search capabilities for storing and retrieving information using multiple embedding providers…
GitHub Explorer
Integrates with GitHub's API to enable repository exploration, code collaboration, and user profile analysis through authenticated data retrieval functions.
File Finder
Provides file search functionality within filesystems, returning detailed metadata for discovered files based on path fragments.
PyMOL
Integrates with PyMOL molecular visualization software to enable interactive protein structure analysis, manipulation, and high-quality image rendering through…
Transaction Categorizer
Processes and categorizes financial transaction data into predefined expense and income categories, outputting organized CSV files for personal finance…
Local File Organizer
Automatically organizes files by categorizing them based on extensions while preserving project structures for efficient directory management and backup…
JetBrains IDE
Bridges Large Language Models with JetBrains IDEs to enable intelligent code completion, automated refactoring, and context-aware documentation generation.
Unreal Engine Binary Reader
Analyzes Unreal Engine asset files and generic binary structures, enabling metadata extraction and file format inspection for game development and digital…
pdfmux — PDF extraction that actually works
MCP server for pdfmux — the only PDF extractor that audits every page. #2 on opendataloader-bench (200 real-world PDFs). 5 tools: get_pdf_metadata…