Design & Creative MCP Servers

A Python MCP (Model Context Protocol) server that connects Claude Desktop to GitHub Pull Requests. It fetches PR diffs, filters out binary and asset files (Unity `.meta`, images, audio, shaders, etc.), and gives Claude only the actual code to review. Built as a QA automation tool to speed up pull request reviews using AI.

MCP server for data visualization with Mermaid charts.

Give your AI coding agent an architecture canvas to design and evolve diagrams.

Shared visual canvas (Excalidraw) for collaborative whiteboarding between AI agents and humans.

- Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

[](https://glama.ai/mcp/servers/pubspro/pubmed-search) - Search PubMed and summarize biomedical literature, designed for AI health agents.

- MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.

[](https://glama.ai/mcp/servers/Leekangbum/networklytics-mcp) - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents

[](https://glama.ai/mcp/servers/astroway/astroway-mcp) - Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human Design, AI horoscopes. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.

[](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp) - Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time correction and multilingual output (中文/EN/日本語/한국어). `npx shunshi-bazi-mcp`

[](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp) - Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.

[](https://glama.ai/mcp/servers/zhurong2020/pyobfus) - Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `pyobfus-mcp`; source lives in the `pyobfus_mcp/` subfolder of the pyobfus monorepo). Seven tools: pre-flight risk scan (`check_obfuscation_risks`), zero-config init (`generate_pyobfus_config`), reverse stack-trace mapping (`unmap_stack_trace`) so production tracebacks remain debuggable after obfuscation, `list_presets` and `explain_preset` for FastAPI / Django / Flask / Pydantic / Click / SQLAlchemy, plus `recommend_tier` and `start_pro_trial` for community-vs-Pro tier guidance. Published in the official MCP Registry as `io.github.zhurong2020/pyobfus-mcp`.

[](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model) - Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.

[](https://glama.ai/mcp/servers/archoor/painspotter-mcp) - AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Product Hunt & Stack Exchange. Query pain points, trending themes, and commercial scores (pain intensity, willingness-to-pay, build difficulty). Remote hosted MCP at painspotter.ai — free tier covers overview + opportunity detail; Pro unlocks search, trending themes & theme-level market signals.

[](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge) # - Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop.

[](https://glama.ai/mcp/servers/@pmptwiki/pmpt-mcp) - Record and share your AI-driven development journey. Auto-saves project milestones with summaries, generates structured AI prompts via 5-question planning, and publishes to [pmptwiki.com](https://pmptwiki.com) community platform.

- The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

[](https://glama.ai/mcp/servers/KOVY/agentforge-trust-mcp) - Query the AgentForge Trust Score (0-100 across five dimensions: security, code health, behavioral audit, community trust, EU compliance) for any MCP server before connecting. Exposes `check_trust`, `evaluate_policy`, `list_trusted`, and `recommend` tools. 3,600+ servers audited, free public API.

Save your coding agent's exact next step and load it after a restart. Free MCP server, no account.

- Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

[](https://glama.ai/mcp/servers/ByAxe/keynote-mcp) - MCP server for full control of Apple Keynote through AppleScript automation. Create, edit, and export presentations via natural language with 30+ tools covering slides, content, layout, and Unsplash image integration. Ships with a Claude Skill for design patterns and font workarounds.

[](https://glama.ai/mcp/servers/juergenkoller-software/inkra-mcp) - MCP bridge for [Inkra](https://store.juergenkoller.software/en/apps/inkra) — native macOS Markdown editor (SwiftUI + AppKit, not Electron) with live KaTeX/Mermaid preview. 18 MCP tools for document editing, outline navigation, folder browsing, bookmarks, and view modes.

- Help agents automatically write and test stories for your UI components.

- Reddit integration to analyze content on WallStreetBets community