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Glama
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Server Details

Create long-form YouTube videos end to end: script, storyboard, voiceover, final MP4.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

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Tool DescriptionsA

Average 4.3/5 across 68 of 68 tools scored. Lowest: 3.1/5.

Server CoherenceA
Disambiguation5/5

Every tool has a clearly defined purpose with detailed descriptions that distinguish it from others, even among related operations (e.g., scan_script vs rescan_voice_blocks, get_workflow_status vs get_pipeline_progress). The risk of an agent selecting the wrong tool is minimal.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_project, delete_style, generate_voiceover). The only slight deviation is 'whoami', but it is a common convention. No mixing of camelCase or inconsistent verb styles.

Tool Count2/5

With 68 tools, the count is well above the typical 3–15 range and exceeds the 25+ threshold for a heavy toolset. While each tool may be justified for a complex video creation pipeline, the sheer number makes the server cumbersome and potentially overwhelming for an agent to navigate.

Completeness5/5

The tool surface covers the full lifecycle of video creation from channel/project creation, style setup, script generation, asset extraction, storyboarding, voiceover, scene editing, to final export. Every major operation has a dedicated tool, and there are no obvious gaps that would cause an agent to fail.

Discussions

jatchison40's avatar
jatchison4018 days ago

Hey there! I'm the co-founder of framesail. I made this MCP for content creators who want to run their video creation pipeline through an agent. I've been using it the last few weeks and it's been saving me a ton of time. Let me know if you have any suggestions, you can reach us on discord or shoot us an email! Jordan

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