Thinking Tool
Captures and logs AI reasoning processes during interactions for debugging, auditing decision paths, and improving transparency in AI systems.
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Confluence Chat
Lightweight Confluence content expansion server that generates enhanced page content through a JSON-RPC interface, simplifying documentation workflows with…
Log Analysis SQLite
Transforms compressed log files into a queryable SQLite database with tables for logs, stack traces, and errors, enabling efficient analysis and…
Epsilla
Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data.
Google Drive
Integrates with Google Drive to enable file listing, reading, and searching across various document formats, with OAuth authentication for secure access to…
Flux Image Generator
Enables text-to-image generation through the Flux API on Cloudflare Workers with customizable parameters for dimensions, aspect ratio, and inference steps.
Secure Filesystem
Provides secure filesystem operations within specified directories, enabling safe reading, writing, editing, and searching of files for code analysis, document…
GraphQL Toolkit
Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations and support for…
RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
GitIngest
Provides direct access to GitHub and GitLab repositories for code exploration, searching, and analysis with intelligent file filtering and support for various…
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…
FamilySearch
Provides a bridge to FamilySearch's genealogical database, enabling natural language interaction with family history records, person details, ancestor…
Qdrant Vector Database
Integrates with Qdrant vector database to provide semantic search capabilities for storing and retrieving information using multiple embedding providers…
Notion
Integrates with Notion to enable database and page operations, content management, and AI-powered analysis for enhanced productivity workflows.
File System Tools
Provides file system management tools for directory analysis, file operations, and document management through a FastMCP server implementation.
Canvas Student
Provides a bridge to Canvas LMS, enabling students to retrieve and manage course data like assignments, files, and to-do items through a lightweight Python…
Git Repository Browser
Enables Git repository exploration and analysis through a Node.js server that executes commands for cloning repositories, browsing directories, reading files…
Google Drive Classifier
Integrates with Google Drive to automatically classify documents using customizable rubrics, extracting content from various file types and updating document…
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…
NLTK
Provides a lightweight word-finding tool for word games, efficiently filtering and returning the longest valid word from a local corpus based on given letter…
Fireproof JSON Database
Integrates Fireproof JSON document databases with the Model Context Protocol, enabling CRUD operations and querying across multiple decentralized databases for…
XPath
Enables Claude to execute XPath queries on XML and HTML content, supporting both direct parsing and web scraping through Puppeteer for structured data…
Transaction Categorizer
Processes and categorizes financial transaction data into predefined expense and income categories, outputting organized CSV files for personal finance…