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Conversational user research transcript analyzer & thematic insight clusterer

learning modelcontext protocol

Generates beautiful Open Graph images directly from Claude Desktop using ogimage.art, supporting templates, sizes, and license keys.

Provides hierarchical access to 299 Lenny Rachitsky podcast transcripts through semantic search across episodes, topics, insights, and examples. Uses ChromaDB with BGE embeddings to surface growth strategies, pricing insights, leadership advice, and real-world examples from guest interviews. Supports progressive disclosure with topic-level filtering and full transcript retrieval.

Enables AI assistants to answer food safety and shelf-life questions using USDA-grade data, with tools for shelf life, safety checks, storage tips, and waste cost calculations.

MCP server to interact with Grupr agents, enabling polling new messages, posting replies, and managing event webhooks.

CukaiMax Tax Authority is an MCP server that gives AI agents source-linked Malaysian individual tax information and deterministic draft preparation checks for YA2025 Form BE/B and YA2026 planning, via a public read-only Streamable HTTP endpoint.

Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends.

Domain registrar and DNS manager using the Name.com CORE API.

This YouTube research MCP server, developed by an unnamed author, integrates with the YouTube API to perform aggregated video searches. Built with TypeScript and leveraging the Model Context Protocol SDK, it uses sampling to generate search queries from user topics, fetches both short and long videos, and compiles results with metadata. The server implements sequential thinking, logging each step as separate 'thoughts' for operational visibility. By abstracting YouTube search complexities, it enables AI assistants to efficiently gather video content on specified topics. This implementation is particularly useful for content curation, trend analysis, and research tasks, facilitating use cases such as creating themed playlists, analyzing video popularity across topics, or gathering educational resources.

An MCP server that provides 63 Clean Code principles for AI-assisted code review and development.

Tracks whale and institutional money flows across DeFi protocols. Provides TVL flow analysis, alpha signal detection, and stablecoin supply monitoring tools. Designed for analyzing smart money movements and institutional positioning across the cryptocurrency ecosystem.

Scrivener for Windows 2026 for long-form writing, novel planning, research organization, manuscript development, outlining, notes, document management, and professional writing workflows

A server implementation that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and API operations including retrieving, creating, updating, and deleting records.

Enables natural language interactions with Salesforce data and metadata, allowing users to query records, manage custom objects, and manipulate Apex code. It provides comprehensive tools for schema exploration, aggregate queries, and field-level security management.

A high-performance Kotlin bot for monitoring gold prices with Telegram alerts and MCP support for Gemini CLI.

Get the best of both worlds. Token-efficient autonomous coding pipeline for Claude Code. Codex plans, Opus reviews, Sonnet swarm implements, optional metric optimization (inspired by karpathy/autoresearch).

Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, enabling RAG-based interactions with your documents.

A tool integration that enables Claude to compose and send emails through the Resend API, supporting features like scheduled delivery and file attachments.

Enables AI assistants to help users claim refunds for UK travel (train Delay Repay, flight compensation, TfL overcharges) and parking fines through Untap's detection and deeplink tools.