Give Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video generation, and Weaviate knowledge store — powered by Gemini 3.5 Flash.
- capability exposureinferred+35
- recent driftinferred+12
- tool safetyinferred+12
- trust mitigatorsmixed−3
inferredmixed
The A–E grade is our heuristic synthesis — a "review this" prompt, not a verdict. Each factor is tagged by what backs it: attested (a verifiable record), reported (a third party's claim), or inferred (our own heuristic, e.g. permissions). See methodology.
graded 12m ago · see ecosystem CVEs →
- A · 0 → C · 56
no known CVEs for this server.
- highhidden prompt content
2 file(s) with hidden prompt content: Galbaz1-video-research-mcp-7b85c66/AGENTS.md (skill-exfil), Galbaz1-video-research-mcp-7b85c66/skills/tts-production/SKILL.md (skill-exfil): …
analyzed commit 7b85c66 · analyzer v17 · 2h ago
skills & prompt files 16
- ⚠ hidden: agent-rules: skill-exfilGalbaz1-video-research-mcp-7b85c66/AGENTS.md:153
secret→sink: ```bash - ⚠ hidden: skill: skill-exfilGalbaz1-video-research-mcp-7b85c66/skills/tts-production/SKILL.md:16
secret→sink: ```bash
- agent-rulesGalbaz1-video-research-mcp-7b85c66/CLAUDE.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/ffmpeg-production/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/gemini-visualize/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/gr-advisor/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/image-generation/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/mlflow-traces/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/research-brief-builder/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/video-explainer/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/video-generation/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/video-production/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/video-research/SKILL.md
- skillGalbaz1-video-research-mcp-7b85c66/skills/weaviate-setup/SKILL.md
- agent-rulesGalbaz1-video-research-mcp-7b85c66/src/AGENTS.md
- agent-rulesGalbaz1-video-research-mcp-7b85c66/tests/AGENTS.md
- recent drift+12 capability drift →
[](https://mcpobservatory.com/servers/github:Galbaz1/video-research-mcp/security) Heuristic, inferred signals — false positives (legitimately powerful tools, forks, language ports) are expected. Treat each as "review this", not a verdict. See the ecosystem-wide picture on the security hub, or the fleet security of Galbaz1.