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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DATABASE_URLYesThe SQLite database URL for storing sessions and drafts.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}

Tools

Functions exposed to the LLM to take actions

NameDescription
create_blog_sessionC

Start a new blog writing session

get_session_statusC

Check current progress of a blog session

list_sessionsC

List all blog sessions

research_topicB

Research topic from multiple sources + fetch relevant images

Sources:

  • Wikipedia API

  • arXiv API (for AI/ML papers)

  • DuckDuckGo web search

  • Image search for charts/benchmarks/diagrams

get_research_summaryB

⭐ USER CHECKPOINT: Review all research before proceeding

Returns detailed summary of all sources, images, themes, and credibility scores

add_custom_sourceC

Add additional source manually

approve_researchC

⭐ USER APPROVES research to proceed to outline generation

request_more_researchA

Request additional focused research

generate_outlineB

Generate blog outline - Claude Desktop will create the outline based on research

This tool provides the research context and instructions. Claude (you) should:

  1. Review the research sources and images

  2. Create a comprehensive outline in JSON format

  3. Call save_outline() with the generated outline

save_outlineC

Save the generated outline to database

modify_outlineB

Modify outline sections, titles, or structure

approve_outlineA

⭐ USER APPROVES outline to proceed with content generation

generate_full_contentA

Generate complete blog post - Claude Desktop will write the blog based on outline

This tool provides the outline and research context. Claude (you) should:

  1. Review the approved outline and research

  2. Write the complete blog post in markdown

  3. Call save_draft() with the generated content

save_draftB

Save the generated blog draft to database

get_full_draftA

Retrieve the complete generated blog post

regenerate_sectionC

Regenerate specific section with user feedback

prepare_plagiarism_chunksB

Split content into <10k character chunks for external plagiarism tools

record_plagiarism_resultC

⭐ USER records results from external plagiarism check

get_plagiarism_summaryC

Summary of all plagiarism checks performed

run_quality_analysisB

Run automatic quality checks on final draft

Checks:

  1. Readability scores (Flesch-Kincaid)

  2. Citation tracking

  3. Image placement validation

  4. Structure analysis

  5. SEO basics

approve_final_draftB

⭐ USER FINAL APPROVAL - Mark blog as ready for export

export_to_mediumC

Export blog to Medium-ready markdown format

Creates:

  • Medium-formatted markdown file

  • Images folder with all images

  • Citations/References section

  • Metadata JSON

  • QA Report

get_export_filesC

Retrieve all export files for download

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.1/5.0

Scored across 23 tools

Disambiguation4/5

Most tools map to distinct workflow stages (research, outline, draft, plagiarism, QA, export), but a few could be confused: generate_outline/generate_full_content are agent instructions that overlap conceptually with save_outline/save_draft, and the multiple get_*_summary tools require reading descriptions to distinguish.

Naming Consistency5/5

Every tool follows a consistent verb_noun snake_case pattern (create_*, get_*, list_*, approve_*, save_*, export_*). The verbs are predictable and the workflow stage is clear from the name.

Tool Count3/5

At 23 tools, the surface feels heavy and falls in the borderline 16-25 range, though the multi-stage workflow gives most tools a purpose. Several session and file getters could potentially be consolidated.

Completeness3/5

The end-to-end pipeline is covered (research → outline → draft → plagiarism → QA → export), but there are notable gaps: sessions can be created/listed but not updated/deleted, saved outlines cannot be retrieved directly, and the server exports markdown rather than publishing to Medium.

Maintenance

ActivityInactive
ResponsivenessNo issues