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Glama

Server Details

Verify AI outputs against real sources. Returns a trust signal and permanent doc number.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
oathlayer/oathlayer
GitHub Stars
0

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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 3.8/5 across 1 of 1 tools scored.

Server CoherenceA
Disambiguation5/5

With only one tool, there is no possibility of confusion. The tool's purpose is clearly defined and distinct.

Naming Consistency5/5

The tool name 'verify_output' follows a clear verb_noun pattern. Consistency is not an issue with a single tool.

Tool Count4/5

A single tool is appropriate for a specialized verification service, though the scope is very narrow and slightly below typical range.

Completeness3/5

The tool covers the core verification operation but lacks additional features like retrieval or history, which could be considered minor gaps.

Available Tools

1 tool
verify_outputAInspect

Submit a question to Oathlayer for verification. Returns whether the answer is approved, unverified, reflects multiple perspectives, is too complex to verify, or needs clarification. Also returns a permanent doc reference number.

ParametersJSON Schema
NameRequiredDescriptionDefault
apiKeyYesYour Oathlayer API key from your dashboard at oathlayer.com.
questionYesThe question or statement you want Oathlayer to verify.
Behavior3/5

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

Without annotations, the description carries the burden. It discloses return values (statuses and doc reference) but does not state side effects, authentication needs beyond the apiKey, or rate limits.

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 concise sentences front-load the action and then detail returned values, with no redundant 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?

For a simple two-parameter tool with no output schema, the description adequately covers functionality and return values. Minor gap: no mention of idempotency or side effects.

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?

100% schema coverage means the schema already describes parameters. Description adds no new semantic meaning beyond listing the same information.

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 verb 'submit' and the resource 'question to Oathlayer', and lists specific return statuses, making its purpose unambiguous.

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?

No explicit when-to-use or when-not-to-use guidance is provided. Usage is implied but no alternatives or context are given.

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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