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bricks-use

MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration.

Parallel Task MCP

Deep Research and Batch Tasks

PDF Reader MCP Server

An MCP server that provides comprehensive PDF processing capabilities including text extraction, image extraction, table detection, annotation extraction, metadata retrieval, page rendering, and document structure analysis.

XTRF Home Portal API Server

Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

Remote MCP Server (Authless)

A template for deploying an unauthenticated Model Context Protocol server on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

modelport

Turns any ML model into an MCP tool with auto-inferred schemas, input/output validation, and structured error handling.

Sovereign AI Blog

MCP server exposing the Sovereign AI Blog (sovgrid.org), 44+ articles on self-hosted AI for NVIDIA DGX Spark. Three tools: search_blog, get_article, diagnose_sglang.

Google Ads Gateway MCP

A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_accounts and run_gaql tools, enabling natural language querying of Google Ads accounts and running GAQL queries without storing credentials.

Zillow Working API MCP Server

Enables access to Zillow real estate data through the Zillow Working API, allowing users to query property information and listings.

Stock MCP Server

Provides technical analysis for Korean and US stocks through natural language queries. Enables users to analyze stock charts, search for tickers, and access technical indicators like RSI and MACD within Claude Desktop and other MCP clients.

EPH-MCP: Emergent Pattern Hunter

Enables AI systems to reason through emergent thinking by breaking queries into fragments that interact and form patterns, simulating how insights naturally arise in complex systems. Provides tools for emergent reasoning, pattern analysis, thought comparison, and reasoning session history.

github-codemunch-mcp

A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.

GitMem

Persistence memory MCP server that enables AI coding agents to recall and learn from past sessions, storing scars, wins, patterns, and decisions for continuous improvement.

Hedera Testnet Mirror Node MCP Server

Espelho de

Awesome MCP Servers

Uma coleção organizada de servidores MCP (Model Context Protocol).

MCP Weather & Accruals Server

Provides weather data via OpenWeatherMap API, file operations, and integration with remote PostgreSQL database for managing accrual records through a FastAPI backend, all accessible through natural language via Deepseek.

Youtube Mp310 MCP Server

Enables downloading MP3 audio files from YouTube videos by providing a YouTube URL through the Youtube Mp310 API.

MCP YFinance Stock Server

Enables AI agents to retrieve real-time stock data, manage watchlists, and perform comprehensive technical analysis using Yahoo Finance API. Provides 18+ tools for stock price tracking, trend analysis, volatility assessment, and financial indicators through MCP integration.

kubopt

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from Claude

ClaudeKit Blender MCP

Enables comprehensive control of Blender 3D from Claude Desktop, offering 26 tools for object manipulation, scene management, and material editing. It supports asset integration from platforms like Poly Haven and allows for direct execution of custom Python scripts within the Blender environment.

open-ontologies

AI-native ontology engineering MCP server for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.

Gamma MCP Server

Enables AI assistants to generate presentations, documents, and webpages through the Gamma.app API with support for custom themes, tones, audiences, and image generation.

MCP PDF Server

A PDF processing server that extracts text via normal parsing or OCR, and retrieves images from PDF files through the MCP protocol with a built-in web debugger.

Bun Novel Processor MCP

A Bun-based MCP server designed for processing and segmenting long-form novel text files. It enables AI agents to incrementally read novels, validate chapter drafts, and manage cleaned chapter metadata through standard stdio transport.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowing users to retrieve account summaries, run reports, and analyze realtime data.

mcp-animequotes

An MCP server that fetches anime quotes from animechan.io, providing random quotes and search by anime title or character name.

ShotAPI

Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, render HTML to images, and generate PDFs via simple API calls. Compatible with Claude, Cursor, and any MCP client.

AICre8 MCP Server

Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.