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Glama

Server Details

Find the right security-disclosure contact for any internet asset (domain, IP, package, repo, app).

If you are the author of this server, you can claim ownership by publishing a /.well-known/glama.json file. Claimed server authors can inspect health checks, view analytics, and manage their connector listing.
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Streamable HTTP
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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.

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Tool DescriptionsA

Average 4.1/5 across 2 of 2 tools scored.

Server CoherenceA
Disambiguation5/5

The two tools are clearly distinct: classify_asset identifies the type of an input, while lookup_security_contact finds security reporting channels. There is no overlap in purpose or functionality.

Naming Consistency5/5

Both tool names follow a consistent verb_noun pattern: 'classify_asset' and 'lookup_security_contact'. The naming is predictable and easy to understand.

Tool Count4/5

While the server has only two tools, they are well-scoped for its narrow purpose of asset classification and security contact lookup. The count feels slightly thin but is appropriate for the domain.

Completeness4/5

The two tools form a complete workflow: first classify an asset, then look up its security contact. Minor additions like batch lookup or historical data could enhance coverage, but no essential operation is missing.

Available Tools

2 tools
classify_assetAsset Type ClassifierA
Read-only
Inspect

Classify an input as a domain, IP, package, repository, etc. No network calls — instant response. Useful for understanding what an asset is before performing a full lookup.

ParametersJSON Schema
NameRequiredDescriptionDefault
inputYesThe input to classify
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false. The description adds 'No network calls — instant response,' which is valuable behavioral context. However, it does not describe the output format or any side effects, leaving some uncertainty for the agent.

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?

The description is very concise with three short sentences that front-load the purpose. No unnecessary words or repetition; every sentence adds value.

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

Completeness3/5

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

Given the simple tool (one param, no output schema, annotations present), the description covers purpose, behavior, and usage context. However, it lacks explicit mention of the return value format or classification categories, which would help an agent interpret the output.

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?

Schema coverage is 100% with one required string parameter described as 'The input to classify.' The description adds meaning by listing example input types (domain, IP, package, repository), which clarifies what the parameter accepts beyond the generic schema description.

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 'classify' and the resource 'input as a domain, IP, package, repository, etc.', providing specific examples. It distinguishes from the sibling tool 'lookup_security_contact' by emphasizing classification before a full lookup.

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 gives explicit context for use: 'Useful for understanding what an asset is before performing a full lookup.' It also notes 'No network calls — instant response' to set expectations. However, it does not explicitly state when not to use or list alternatives, though the sibling is different enough.

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

lookup_security_contactSecurity Contact LookupA
Read-only
Inspect

Find security reporting channels for responsible vulnerability disclosure. Takes a domain, IP, URL, package name, repository, container image, mobile app, hardware device, browser extension, desktop app, or organization name. Returns bug bounty programs, security.txt contacts, VDP links, abuse contacts, and national/global CERT fallbacks ordered by applicability to the queried owner and asset. This is informational only — not legal advice.

ParametersJSON Schema
NameRequiredDescriptionDefault
assetYesThe asset to look up. Examples: "cloudflare.com", "8.8.8.8", "npm:express", "gh:facebook/react", "app:WhatsApp", "hw:Cisco ASA 5505"
asset_typeNoForce a specific asset type. Auto-detected if omitted.
Behavior4/5

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

The description adds behavioral context beyond the annotations by explaining that results are 'ordered by applicability to the queried owner and asset' and that the information is 'informational only — not legal advice.' This complements the readOnlyHint and openWorldHint annotations without contradicting them. It does not mention error handling or rate limits, but for a read-only lookup this is reasonably transparent.

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?

The description is three sentences long, front-loaded with the primary purpose, and each sentence adds distinct value: what it does, what inputs it accepts, what outputs it returns, and a caveat. There is no redundancy or filler, making it concise and well-structured for an AI agent to process quickly.

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?

Since there is no output schema, the description compensates by listing the return categories (bug bounty programs, security.txt contacts, VDP links, abuse contacts, CERT fallbacks) and the ordering rule, which gives the agent a good sense of what to expect. It does not detail the exact result structure or behavior on empty results, but for a simple lookup tool this is sufficient context.

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?

The input schema already describes both parameters thoroughly, including example values for 'asset' and the full enum for 'asset_type'. The description's list of supported asset types largely mirrors the schema's 'asset_type' enum and adds no new semantic meaning beyond what is already in the schema. With 100% schema description coverage, the description does not need to compensate, so baseline 3 is appropriate.

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's purpose with a specific verb ('Find') and resource ('security reporting channels for responsible vulnerability disclosure'). It also lists a wide range of supported asset types and output categories, distinguishing it from the sibling tool 'classify_asset' by its focus on contact lookup rather than classification.

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?

The description implies when to use the tool through its clear purpose statement and asset type list, but it does not explicitly contrast it with sibling tools or provide exclusions (e.g., 'use classify_asset for asset classification'). There's no direct when-to-use/when-not-to-use guidance, making it adequate but not strong.

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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