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Glama
xstraven

MCP Server Learning

by xstraven
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Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ZOTERO_API_KEYNoYour Zotero Web API key (get from zotero.org/settings/keys)
ZOTERO_LIBRARY_IDNoYour Zotero library ID (user ID for personal library or group ID for group library)
OBSIDIAN_VAULT_PATHNoFull path to your Obsidian vault directory (the folder containing your .md files and .obsidian folder)
ZOTERO_LIBRARY_TYPENoEither 'user' for personal library or 'group' for group library

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
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
create_flashcardsA

Convert text into flashcards with LaTeX math rendering for Claude Desktop

Args: content: Text content to convert to flashcards. Use Q: A: format or separate lines. card_type: Type of flashcard - "front-back" or "cloze"

Examples: Basic card: Q: What is the sigmoid function? A: $\sigma(x) = \frac{1}{1 + e^{-x}}$

Markov's inequality:
Q: What is Markov's inequality?
A: For any non-negative random variable X and constant a > 0: $$P(X \geq a) \leq \frac{E[X]}{a}$$

Cloze card (use card_type="cloze"):
The probability formula is {{P(X ≥ a) ≤ E[X]/a}}
upload_to_ankiA

Upload generated flashcards directly to Anki with proper MathJax conversion

Args: content: Text content to convert and upload to Anki (LaTeX will be converted to MathJax format) deck_name: Name of the Anki deck to upload to card_type: Type of flashcard - "front-back" or "cloze" tags: Tags to add to the cards anki_api_key: Optional AnkiConnect API key

check_anki_connectionC

Check connection to Anki and get available decks/models

Args: anki_api_key: Optional AnkiConnect API key

preview_cardsB

Generate text preview of flashcards with LaTeX rendering for Claude Desktop

Args: content: Text content to convert to flashcards and preview card_type: Type of flashcard - "front-back" or "cloze" title: Title for the preview document tags: Tags to display on the cards (currently not shown in text format)

search_anki_notesC

Search for notes in Anki collection

Args: query: Search query (e.g., 'deck:Math', 'tag:chemistry', 'Python programming') limit: Maximum number of notes to return anki_api_key: Optional AnkiConnect API key

update_anki_noteB

Update an existing Anki note

Args: note_id: ID of the note to update fields: Fields to update (field_name: new_value) tags: New tags for the note (optional) anki_api_key: Optional AnkiConnect API key

delete_anki_notesC

Delete notes from Anki collection

Args: note_ids: List of note IDs to delete anki_api_key: Optional AnkiConnect API key

sync_ankiC

Synchronize Anki collection with AnkiWeb

Args: anki_api_key: Optional AnkiConnect API key

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.6/5.0

Scored across 8 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no ambiguity. Tools like check_anki_connection, create_flashcards, delete_anki_notes, search_anki_notes, sync_anki, update_anki_note, upload_to_anki, and preview_cards all target specific, non-overlapping operations in the Anki flashcard management workflow.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with snake_case naming. Examples include check_anki_connection, create_flashcards, delete_anki_notes, search_anki_notes, sync_anki, update_anki_note, upload_to_anki, and preview_cards, showing perfect consistency throughout.

Tool Count5/5

With 8 tools, this server is well-scoped for managing Anki flashcards. Each tool serves a clear purpose in the workflow, from connection checking and flashcard creation to search, update, deletion, syncing, and previewing, making the count appropriate and efficient.

Completeness5/5

The tool set provides complete CRUD/lifecycle coverage for Anki flashcard management. It includes creation (create_flashcards, upload_to_anki), reading/searching (search_anki_notes, preview_cards), updating (update_anki_note), deletion (delete_anki_notes), and auxiliary operations (check_anki_connection, sync_anki), with no obvious gaps.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources