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Text-to-speech conversion using Python edge-tts for generating audio from text.

Real-time web search and AI-powered answers using the official Brave Search API.

Cryptographic JSON Web Token (JWT) engine with RFC 7519 HMAC-SHA256 signature verification, claims validation, and expiration enforcement.

Connects to public Axure prototype pages and extracts structured content including text blocks, image URLs, and page navigation data. Supports automatic crawling of linked Axure pages within the same origin, OCR fallback for image-heavy prototypes, and generates AI-ready summary prompts from extracted content. Designed for integration with design review and documentation workflows.

A minimal, dockerized template for creating HTTP-based Model Context Protocol servers. Provides a starting point with FastMCP framework integration and includes a sample cat fact tool that can be replaced with custom functionality.

ToolOracle profile

Async LLM connection pooler and token bucket rate limiter (PgBouncer AI style)

Provides tools for date-time manipulation, including timezone conversion and arithmetic operations like adding or subtracting time units. It also enables users to retrieve current date, time, and timezone information.

Enables interaction with Jira and Confluence APIs to search, create, and manage issues, pages, comments, and attachments across both Atlassian platforms.

The server enables Claude Code to rent, drive, and terminate Prime Intellect GPU pods with hard spend caps, allowing AI agents to provision and manage cloud GPU resources autonomously.

Flask-based server that exposes callable tools via HTTP endpoints for AI agents like Gemini CLI, enabling agent orchestration, tool introspection, and workflow automation with a centralized tool registry.

Enables LLMs to query and analyze data across multiple MySQL databases with enterprise data federation, intelligent caching, cross-system analytics, and automated schema discovery for comprehensive business intelligence.

This MCP server implementation provides semantic search functionality for Search Labs blog posts using Elasticsearch. It offers a single tool for performing semantic searches across blog content, returning formatted results including titles, URLs, and relevant text snippets. The server is designed to integrate easily with Elasticsearch and can be useful for applications requiring advanced content discovery and retrieval from blog repositories.

HTTP contract for Trends API. One POST, three modes, 15 sources, 21 live feeds.

Acornonaut's official MCP server for AI-powered learning. Converts YouTube videos into flashcards using spaced repetition, with Anki and Obsidian export support. Connect via the hosted streamable-HTTP endpoint at mcp.acornonaut.app using an OAuth bearer token.

Bioconductor-based MCP server providing conversational access to TCGA (The Cancer Genome Atlas) data through curatedTCGAData and TCGAutils packages. Exposes tools for listing available cancer types and assays for specific diseases using ellmer framework integration. Uses dry-run approach to efficiently query available datasets without downloading large files. Useful for exploring TCGA data availability, building cancer research workflows, and integrating genomic data access into AI-assisted bioinformatics pipelines.

Enables discovery, search, and invocation of A2A AI agents from within Claude Code, allowing users to find and interact with agents for various tasks.

A Model Context Protocol server that converts various file formats (PDF, PowerPoint, Word, Excel, Images, etc.) to Markdown to make them accessible to LLMs.

Autonomous AI marketing agent planning, launching & optimizing full-funnel campaign lifecycles (G2 Marketing Agents)

A protocol server that enables interaction with self-hosted Supabase instances directly from development environments, allowing database introspection, management of migrations, auth users, and storage through MCP clients like IDE extensions.