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maintenanceAutomatically discovers database schema, performs data quality checks on tables and columns, and generates natural-language root cause analysis reports using Ollama LLM.
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"Connecting to a Local MySQL Database" matching MCP servers:
- AlicenseAqualityAmaintenanceDelegates mechanical text-to-text tasks to a local LLM to save Claude subscription quota, reading files server-side so large content never enters Claude's context.115MIT
- AlicenseAqualityCmaintenanceAI-powered MCP server for file renaming, organization, and PDF splitting using natural language prompts and content analysis.418MIT
- Alicense-qualityCmaintenanceLocal-first MCP server for controlling a loopback ComfyUI instance from same-machine or authenticated LAN clients.MIT
- Alicense-qualityDmaintenanceEnables running MCP tools against local MLX models on your Mac, with hardware-aware configuration, CLI streaming, and a dashboard for routing and monitoring.5,309Inno Setup
- Flicense-qualityBmaintenanceRoutes code generation tasks between local models and Claude Cloud, optimizing cost by handling simple tasks locally and reserving cloud thinking for complex tasks.
- AlicenseAqualityBmaintenanceConvert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.58MIT
- FlicenseAqualityBmaintenanceLets a text-only LLM read images and PDFs by delegating to a vision model running on your own GPU.3
- AlicenseAqualityBmaintenanceA thin MCP server that delegates lightweight tasks from Claude Code or any MCP-compatible client to local or cloud LLMs via LiteLLM, supporting models like Ollama and cloud APIs as subagents.1MIT
Local AI MCPofficial
AlicenseAqualityAmaintenanceUnified MCP server for managing local model runtimes (Ollama, LM Studio, etc.), enabling provider-agnostic discovery, lifecycle management, hardware-fit checks, and delegated inference.16224Creative Commons Attribution Non Commercial No Derivatives 4.0 International- AlicenseAqualityCmaintenanceMCP server connecting Claude Code to LM Studio, delegating token-expensive tasks to a local model while keeping the cloud model in control. It reduces cloud context usage by reading files locally and returning only the processed results.4MIT
Msty Local Opsofficial
AlicenseAqualityAmaintenanceA fail-closed MCP server for Msty Studio on macOS that provides read-only diagnostics and an optional bounded local-generation tool, without accessing chats, keys, or configuration.4MIT- AlicenseAqualityCmaintenanceAn MCP server that integrates with a local ComfyUI, allowing assistants to list and run workflows, monitor progress, and view results, as well as read and edit the live workflow canvas via an optional bridge node.44GPL 3.0
- AlicenseAqualityCmaintenanceEnables Claude to read and search WhatsApp messages, transcribe voice notes, and analyze images locally through a read-only bridge.19MIT
- AlicenseAqualityCmaintenanceRoutes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.2417MIT
- AlicenseAqualityBmaintenanceProvides offline translation across 200+ languages using a local NLLB-200 model, with no data leaving your machine.2146MIT
- AlicenseAqualityBmaintenanceProvides local vision and audio perception for MCP-compatible agents, enabling them to read images, transcribe text from visual media, analyze videos, and convert speech to text entirely on-device. It is privacy-focused with no cloud upload or API keys by default, using Ollama for inference.61MIT
- AlicenseAqualityCmaintenanceEnables automatic collection and AI analysis of Slack messages to create organized Notion pages, supporting custom analysis directions like meeting minutes, issue extraction, and topic classification.17MIT
- AlicenseBqualityAmaintenanceA lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.112MIT
- AlicenseBqualityCmaintenanceEnables coding agents like Claude Code and Codex to offload boilerplate generation, summarization, and other bounded text tasks to local or cheap cloud LLMs, keeping the frontier agent in charge of judgment and code edits.92MIT