Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
search_contentC

Semantic search across all manuscript content

find_related_sectionsC

Find content semantically similar to given text

extract_themesC

Cluster content into main themes/topics

track_concept_evolutionC

Show how concept is discussed across documents

find_gapsC

Find terms mentioned but not explained

generate_outlineC

Create hierarchical outline from content

suggest_reorganizationC

Suggest better content organization

find_orphaned_sectionsC

Find sections with no incoming links

validate_structureC

Check heading hierarchy and section balance

analyze_link_graphC

Visualize connections between documents

find_broken_linksC

Detect broken internal and external links

suggest_cross_referencesC

Suggest where to add links between sections

trace_reference_chainC

Follow concept through linked documents

check_terminologyC

Find inconsistent term usage

find_todosC

Extract all TODO/FIXME/DRAFT markers

check_readabilityC

Analyze readability metrics

find_duplicatesC

Find near-duplicate content

get_writing_statsC

Overall project statistics

track_changesC

Show what changed since timestamp

generate_progress_reportC

Create progress dashboard

recall_writing_sessionC

Search writing session history by date range or query

get_session_contextC

Get detailed context for a specific file or concept from past sessions

list_writing_decisionsC

List writing decisions by file, type, or date range

mark_mistakeC

Record a writing mistake to avoid repeating it

search_similar_mistakesC

Search for similar mistakes to avoid repeating them

set_requirementC

Store a publisher or style requirement

get_requirementsC

Get all requirements or filter by type

add_style_decisionC

Record a style decision for consistency

track_file_evolutionC

Show how a file evolved through git commits with rationale

track_concept_evolutionC

Track how a concept's definition evolved over time

find_concept_contradictionsC

Detect contradictions in concept definitions across versions

link_commits_to_sessionsC

Link git commits to writing sessions for context

holistic_searchC

Unified search across all memory layers (content, decisions, mistakes, concepts, sessions, commits)

get_file_contextC

Get all context for a file (sessions, decisions, mistakes, commits)

check_before_editB

Check context before editing a file - get warnings about past mistakes, decisions, and requirements to maintain consistency

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/xiaolai/claude-writers-aid-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server