"Collecting and Analyzing Server-Side Errors Based on MySQL, Redis, and Elasticsearch" matching MCP servers:

Enables driving Inkscape headlessly from an MCP client, with verified SVG editing, rendering, optimization, and animation tools.

Enables an MCP-capable AI client to drive a locally installed, licensed Autodesk Inventor through its COM API for local modeling tasks. It supports creating and updating a rectangular plate and a parametric quickchanger concept assembly, opening and inspecting parts and assemblies, and returning viewport previews.

Local MCP server inside 8 Autodesk apps (Revit, AutoCAD, Civil 3D, Advance Steel, Navisworks, Inventor, 3ds Max, Robot; 2023–2027): 480+ read/write actions, one-click setup for Claude, ChatGPT/Codex and Cursor. Commercial, free 14-day trial. Formerly HMK Pilot.

A read-only MCP server for reading and analyzing Lanhu (Blue Lake) design projects, providing tools to retrieve design lists, previews, node trees, schemas, and exportable resources.

Enables AI agents to connect to Adobe After Effects locally, inspecting projects, comps, and layers, discovering and executing a catalog of operations, rendering frames, and saving projects, with on-demand skill-based guidance.

Enables reading, analyzing, and editing CAD files (DXF and DWG) via natural language, including entity queries, layer management, and safe copy-based edits.

Enables MCP clients to drive ArmorPaint 1.0 through a file-based bridge plugin, letting agents open projects, inspect and edit materials and node graphs, paint, and export textures on an unmodified ArmorPaint installation.

Enables agents to paint side-view pixel characters, apply hard-band shading, and build 8-frame joint animations through MCP tools.

AI-powered MCP server for analyzing UI designs and bug reports from Lanhu and Zentao platforms.

Enables an AI agent to create a font from scratch or restyle an imported TTF/OTF by drawing glyphs from outlines and shapes, setting side bearings and kerning, inspecting glyphs and proofs in a live preview, and exporting the result as an installable OpenType file.

Connects Autodesk Revit 2024 with Shelra and other MCP-compatible clients, enabling users to query models and parameters and work with Dynamo graphs through natural-language instructions, with Revit-side approval for edits.

Enables Claude to inspect and build compositions in an open Adobe After Effects project, animate layers and effects, preview real frames, compare against reference video side by side, measure and recreate camera moves, detect cuts and beats, and render MP4s.

Enables AI agents to design, modify, and verify exact B-rep 3D CAD models by running build123d scripts on an OpenCascade kernel, with live three.js preview, collision and FDM printability checks, text-based spatial perception, user notes/sketch annotations, version history, and one-click export to OrcaSlicer.

Enables AI clients to monitor and interact with a running SOLIDWORKS session through MCP tools, providing real-time awareness of selections, views, feature trees, and rebuild errors.

Enables Claude to read PSD files, export alpha-trimmed sprites, build layout specs, and match them to existing Unity uGUI prefabs, then apply rects, sprites, TMP fonts, and colors. It also renders prefabs for a side-by-side visual diff against the original PSD.

Enables coding agents to browse design inspiration and retrieve shots, comments, and user profiles through OAuth-authenticated API v2 access. Supports listing popular, debut, and everyone feeds and searching shots client-side.

Connects Figma to Claude via MCP for auditing design systems, checking naming conventions, and analyzing component consistency using the public Figma API.

Enables MCP-compatible AI clients to read and modify the user's currently open Figma file by executing JavaScript in Figma's sandbox, all through a local bridge with status monitoring, node jumping, and automatic rollback on errors.

Enables multi-modal vector search over UI components, including text-based and image-based search, plus fetching component screenshots, with Firebase authentication and OAuth token management.

An MCP server that enables validating, exporting, previewing, and analyzing OpenSCAD models via a WASM-based OpenSCAD runtime, with secure file management and Docker Compose deployment.

Connects AI assistants to Lanhu design collaboration platform for analyzing Axure prototypes, downloading UI designs, and enabling team knowledge sharing through a collaborative message board that breaks AI IDE silos.

Enables LLMs to perform architectural spatial modeling through natural language, including creating, manipulating, and analyzing 3D building models using TopologicPy.

Enables AI agents to interact with the Webflow Data API and Designer, supporting natural-language tasks such as analyzing blog posts, adding internal links, and creating responsive page elements.

Local MCP server for collecting visual review feedback from a live local HTTP preview target. It serves a browser Review UI, stores region annotations, and exposes finalized review sessions to agents through MCP tools.

This project integrates tldraw with Claude AI using the Model Context Protocol (MCP). It allows Claude to create and manipulate diagrams based on natural language instructions.

Exposes the full native VectorCraft command catalog and forwards each native tool—plus a generic name-based dispatch call—into a persistent illustration session over stdio. This lets clients discover available tools and drive drawing, editing, and export operations on local .vectorcraft projects.

Enables ChatGPT to queue validated embroidery designs, compile constrained one-color designs, describe Brother SE700 limits, list queued jobs, and request phone-side transfers to a Brother SE700 after explicit user approval.

Floor plans, elevations and sections for agents. Draw a room in real millimetres, place doors, windows and tables, validate with typed errors, render deterministic SVG. Free key, no approval.

An MCP server for analyzing creative ideas through a series of diagnostic tools, designed for prototyping and submission to PlayMCP.

Deterministic "Rack-as-Code" 3D/2D CAD planner, 5-stage physical/PoE/acoustic validator, and parametric OpenSCAD/STL 3D-print generator for 10-inch mini-racks and 19-inch homelabs.