Skip to main content
Glama
turingmindai

TuringMind MCP Server

Official
by turingmindai

turingmind_sync_cloud

Synchronizes repository memory bidirectionally with the cloud, pulling removed entries and pushing active, candidate, and deprecated memories.

Instructions

Bidirectional memory sync for a repo via TURINGMIND_API_URL/api/v2/memory/cloud/sync (TURINGMIND_CLOUD_SYNC=1 + TURINGMIND_API_KEY). Pulls cloud tombstones and pushes active/candidate/deprecated memories upstream.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesRepository (owner/repo or GitHub URL)
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Discloses directionality (bidirectional) and data types (tombstones, active, etc.). Lacks details on idempotency, error handling, or authorization steps beyond env vars. Without annotations, description carries the burden but only partially covers behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two-clause sentence front-loads the main purpose ('Bidirectional memory sync for a repo') and then details mechanism. No fluff, but could be slightly more structured with separate sentences for pulling vs pushing.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single-param tool with no output schema, the description covers data flow and direction. Missing error conditions or success signals, but adequate for a sync operation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema already documents 'repo' string clearly. Description reinforces it but adds no new semantic meaning beyond the schema. Baseline 3 is appropriate given 100% schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states 'bidirectional memory sync' for a repo, lists specific actions (pull tombstones, push memories). Distinguishes from siblings like turingmind_save_memory (single save) and turingmind_sync_codebase (code sync).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool vs alternatives (e.g., turingmind_save_memory, turingmind_list_memory). Does not mention prerequisites or when a sync is appropriate. Only notes environment variables needed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

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/turingmindai/turingmind-mcp'

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