"Python code quality improvement and codebase diagram generation tools" matching MCP connectors:

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

A complete color workflow over MCP: mix, convert, harmonize, measure, and remember palettes.

Media intelligence analysis for audio, video, and images via the Echosaw MCP server.

Generate marketing images, videos and audios for campaigns, product content, and brand assets.

AI-agent image generation: cohesive sets & illustrations. PNG/WebP (optional transparency) or JPEG.

Generate images & video (Nano Banana, Veo, Omni) pay-as-you-go. No subscription, crypto payments.

Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

The CNAPS.ai MCP Server lets Claude build and run AI image, video, and text pipelines mid-conversation — no dashboard, no manual node-wiring. Describe a task in plain language (e.g. "upscale this photo 4x") and Claude selects the right model(s), wires a pipeline, and runs it.

Satellite SAR analysis: ship, oil slick, building change, and time-series change detection

rnv-color-mcp, a hosted color-workflow MCP server (Python, Streamable HTTP). Tools: mix (including Kubelka-Munk paint physics), convert between formats, generate harmonies, transform text case, and save/list/get named palettes. It resolves hex / CSS / custom brand color names and refuses unknown colors rather than guessing.

One tool surface for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one credit pool. Connect in one click with OAuth, no API key required.

Deepfake detection, media intelligence, and invisible watermarking for audio, image, and video via the Resemble AI API, plus docs tools. Remote MCP server (Streamable HTTP) — also published in the official MCP registry as io.github.resemble-ai/resemble-mcp.

32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.

Generate and edit images, videos, and audio with 150+ models from 20+ vendors.

Video, audio, and image processing for AI agents: convert, transcribe, upscale - 150+ operations.

A one-stop creative pipeline for AI agents: generate, upscale, enrich, sign, store, mint. 24 paid MCP tools powered by Stable Diffusion, Imagen 3, ESRGAN, and Gemini — plus 53K+ museum artworks from Alexandria Aeternum. Three payment rails, volume discounts, and a free trial to start.

AI ad studio: ad research, image + video ads, publishing, campaigns. Each usable alone. 415 tools.

OCR for images and Korean ID documents

qart.uk MCP server: resolve scanned codes, browse the free pool, and buy QR artwork.

LLM chat, text summarization and AI image generation