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Text and image to 3D polygon mesh generator & glTF synthesizer (VAST 3D style)

Connects to the Shortlist platform to search job listings, queue applications, scrape and prefill application forms with profile data, and submit applications via automated bots. Supports Ashby, Lever, SmartRecruiters, and Workable platforms with profile management, resume uploads, and batch application progress tracking. Applications require explicit user approval before submission.

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

MakeSoul.org is a community platform dedicated to creating interesting souls for OpenClaw agents.

Connects to Microsoft Fabric tenants via Azure authentication and runs over 100 optimization rules across Lakehouses (29 rules), Warehouses (39 rules), Eventhouses (13+ rules per KQL database), and Semantic Models (32 rules). Detects real issues with specific table and column names, covering data quality, performance, security, and maintainability categories. Supports stdio transport and integrates with VS Code.

A Local Model Context Protocol (MCP) server that transforms AI assistants into mathematical powerhouses with deterministic calculations.

Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.

Dutch registered MCP server for AstraNL coordination protocol connecting humans AI agents and robots. Provides tools for robot index (46 robots across 11 categories), KvK compliance checks for Dutch companies, ACP v1.0 protocol primitives (DESCRIBE, MATCH, SHIELD, EXECUTE, SETTLE, LEARN), and multi AI consensus reviews. Production endpoint with 61 monitored organs and GDPR compliance.

Natural language to complex CTE ANSI SQL synthesizer (Julius AI / SQL)

SaaS infrastructure for coding agents — 48 modules, 4,600+ endpoints, zero dependencies

AST-level React JSX component and Tailwind CSS patcher (Lovable.dev / Bolt)

This Zig MCP server, developed to enhance AI capabilities with Zig-specific functionality, provides tools for code optimization, compute unit estimation, code generation, and best practices recommendations. It integrates with the Model Context Protocol SDK and leverages GitHub's API for accessing popular Zig repositories. The server stands out by offering language-specific features like optimization level selection and comptime analysis. It's particularly useful for AI assistants and developers working with Zig, enabling them to generate, analyze, and optimize Zig code efficiently, as well as access curated language resources and documentation.

This MCP server, developed by Kim McCarty, provides a simple text-to-speech interface for MacOS using the built-in 'say' command. Built with Python and leveraging the FastMCP framework, it offers a single tool for converting text to speech. The implementation focuses on demonstrating basic MCP functionality in a Nix-based development environment, enabling AI models to generate audible output on MacOS systems. By connecting AI assistants with the system's text-to-speech capabilities, this server allows for scenarios like voice notifications or audio content generation. It's particularly useful as a starting point for developers looking to understand MCP server implementation within a Nix ecosystem or those wanting to add basic speech output to their AI-powered applications.

IMF Data MCP Server provides access to International Monetary Fund data through a structured API interface. It offers resources for listing datasets, retrieving dataset structures, and tools for fetching time series data from various IMF databases including International Financial Statistics, Direction of Trade Statistics, and Balance of Payments. The server processes raw IMF API responses into readable formats, handling complex data structures and providing clear error messages when data is unavailable. This implementation is particularly valuable for economic analysis, research, and financial reporting workflows requiring access to authoritative international economic indicators.

A Cloudflare Workers-based MCP server that provides PostgreSQL database access capabilities to AI assistants, allowing them to query and manipulate PostgreSQL databases through the Model Context Protocol.

COSMARA – ARKOS-line LYGO Champion of ethical cosmic exploration.

Rod-MCP provides browser automation capabilities for your applications by using Rod. The server provides many useful mcp tools enable LLMs to interact with the web pages, like click, take screenshot, save page as pdf etc.

Use when performing video/audio processing tasks including transcoding, filtering, streaming, metadata.

Lets OpenClaw safely share single files from its local workspace via expiring, tokenized HTTP links.

MCP server for inspirational quotes from ZenQuotes