Best media MCP servers (2026)

50 media MCP servers ranked by behavioral trust score — real runtime evidence (success rate, latency, uptime) with per-reporter influence capping, not GitHub stars or static scans. Servers with no runtime data are honestly UNRATED and excluded.

#ServerTrust ScoreGradeInteractions
1@vibeframe/mcp-server75B0
2@clipform/mcp-server75B0
3@letsrunit/mcp-server75B0
4figma-mcp-server75B0
5@h-ear/mcp-server75B0
6@kimtaeyoon83/mcp-server-youtube-transcript75B0
7@vizejs/musea-mcp-server75B0
8boostifai-mcp-server75B0
9posterly-mcp-server75B0
10figma-console-mcp75B0
11@mirrai/mcp-server75B0
12canvas-mcp-server75B0
13@yhy2001/figma-mcp-server75B0
14mpv-mcp-server75B0
15mcp-arr-server75B0
16@metalevel/snapix-mcp-server75B0
17nano-banana-mcp75B0
18@mbelinky/x-mcp-server75B0
19@vkhanhqui/figma-mcp-go75B0
20@adbutler/mcp-server75B0
21@mindstone-engineering/mcp-server-gamma75B0
22@lkbaba/mcp-server-gemini75B0
23photopea-mcp-server75B0
24@tinify-ai/mcp-server75B0
25@tbrgeek/spotify-mcp-server75B0
26huggingface-mcp-server75B0
27@dopost/mcp-server75B0
28@hitpaw/mcp-server75B0
29higgsfield-mcp75B0
30vugola-mcp75B0
31@mcp-s/image-generation-mcp75B0
32@ng-forge/dynamic-form-mcp75B0
33@jhomen368/overseerr-mcp75B0
34flowbite-mcp75B0
35@gencraft/mcp-server75B0
36@alanse/fish-audio-mcp-server75B0
37fal-mcp75B0
38@prometheusavatar/mcp-server75B0
39@felores/kie-ai-mcp-server75B0
40@signal4/s475B0
41@nexus2520/figma-mcp-server75B0
42@nanana-ai/mcp-server-nano-banana75B0
43runware-mcp75B0
44@jordanchoi/mcp-server-youtube-transcript75B0
45@waniwani/sdk75B0
46@bulkpublishing/mcp-server75B0
47canvas-agent75B0
48@atezer/figma-mcp-bridge75B0
49@m4ykeldev/notebooklm-mcp75B0
50scalereach-mcp75B0

Before your agent invokes any of these, run a free pre-flight check: GET /v1/preflight?target={server_url} — it returns a verdict and a signed diligence receipt. Or gate calls automatically with the trust-check SDK (npm/PyPI: dominion-trust-check).

FAQ

What is the best media MCP server in 2026?
Based on independently measured runtime behavior, @vibeframe/mcp-server currently ranks #1 in the media category with a trust score of 75/100 across 0 tracked interactions.
How are media MCP servers ranked?
Rankings use Dominion Observatory's behavioral trust score: real agent-reported success rates, latency distributions, and uptime — with per-reporter influence capping so no single source can dominate a score. Servers with no runtime data are UNRATED and excluded, never given a fabricated score.
How many media MCP servers are tracked?
Dominion Observatory tracks 700 servers in the media category; the 50 with behavioral trust data are ranked here. Check any server before invoking it at /v1/preflight.

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