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Glama

Server Details

A high-performance, persistent memory vault for autonomous agents. Enables cross-session state management and long-term context storage. Privacy-first: all keys are SHA-256 hashed locally before storage. Edge-optimized for sub-50ms latency via Vercel and Upstash. Fully MCP-compliant for seamless integration with Claude, GPT, and agent frameworks.

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.

100% free. Your data is private.
Tool DescriptionsA

Average 4/5 across 2 of 2 tools scored.

Server CoherenceA
Disambiguation5/5

The two tools have clearly distinct purposes: one saves a value, the other retrieves it. There is no ambiguity or overlap.

Naming Consistency5/5

Both tools follow a consistent vault_verb pattern (vault_save, vault_recall), using snake_case and a clear verb_noun structure.

Tool Count3/5

With only 2 tools for a vault service, the count is minimal. While it covers basic save and retrieve, it feels thin for broader expectations.

Completeness2/5

Missing update, delete, and list operations. The surface only supports create and read, leaving obvious gaps for a full CRUD service.

Available Tools

2 tools
vault_recallAInspect

Retrieve a previously saved value from the miniCloud Vault by key. Cost: 0.001 USDC via Skyfire. Redeemed immediately on each call. Requires a valid skyfire-pay-id header.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyYesThe key used during vault_save. Hashed the same way to locate the value.
Behavior4/5

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

Discloses cost of 0.001 USDC, immediate redemption, and header requirement; no annotations present so description compensates well.

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

Conciseness5/5

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

Three concise sentences with no fluff; each sentence provides essential information.

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?

Covers action, cost, and requirements; lacks mention of behavior when key is missing but adequate for simple retrieval tool.

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

Parameters4/5

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

Adds extra meaning by explaining the key is hashed the same way as during save; schema already covers parameter fully.

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?

The description clearly states the tool retrieves a previously saved value by key from the miniCloud Vault, distinguishing it from the sibling vault_save tool.

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

Usage Guidelines3/5

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

Provides context like cost and header requirement but lacks explicit guidance on when to use this tool vs vault_save or when not to use it.

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

vault_saveAInspect

Persist a JSON-serialisable value under a hashed key in the miniCloud Vault. Cost: 0.001 USDC via Skyfire. Redeemed immediately on each call. Requires a valid skyfire-pay-id header.

ParametersJSON Schema
NameRequiredDescriptionDefault
keyYesUnique identifier for the stored value. SHA-256 hashed before storage for privacy.
valueYesAny JSON-serialisable value to store. Must not be null or undefined.
Behavior3/5

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

With no annotations, the description carries the full burden. It discloses cost and header requirement, but omits key behavioral traits: whether it overwrites existing keys, size limits, idempotency, error behavior, or return value. This is a partial disclosure.

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

Conciseness5/5

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

Two sentences, each essential. First sentence states the core action. Second sentence adds critical usage constraints. No redundant information.

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

Completeness2/5

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

The description lacks return value details, error handling, and idempotency semantics. For a paid write operation, the agent needs to know what happens on success/failure and whether repeats are safe. This gap reduces completeness.

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 coverage is 100% and both parameters have descriptions. The tool description adds no additional meaning to the parameters beyond the schema; however, it does provide useful context (cost, header) that is not parameter-specific. Baseline for high coverage is 3.

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?

The description clearly states 'Persist a JSON-serialisable value under a hashed key', which is a specific verb and resource. It also includes cost and header requirements, making the purpose unambiguous. Although it doesn't explicitly differentiate from sibling vault_recall, the verb 'save' implies storage vs. retrieval.

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

Usage Guidelines4/5

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

The description provides explicit context on when to use (storing values) and prerequisites (cost and skyfire-pay-id header). It lacks explicit 'when not to use' or alternatives, but the sibling tool name vault_recall suggests retrieval, so usage is clear.

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

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