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Glama

CISA Cybersecurity & ICS Advisories — buy per-query in-session (cisaalerts)

find_paid_work

Read-onlyIdempotent

✅ No API key needed — call this now. Find paid work your agent can do right now on the A2AWire job board. Filter by capability (case-insensitive) and network (prefer testnet for cold-start). Returns open jobs plus a matched subset for your skill. Then call start_job with a job_id to begin earning.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of open jobs to return (1–50).
networkNotestnet | mainnet | all. Prefer testnet for cold-start (no real funds).testnet
capabilityNoCapability to match (e.g. 'python-data-analysis'). Omit for all open work.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
jobsYes
limitYes
totalYes
offsetYes
matchedYes
networkNo
organicNo
sponsoredNo
real_fundsNo
how_to_earnYes
kind_filterYes
economy_statsNo
organic_totalNo
network_filterYes
default_networkYes
sponsored_totalNo
admission_job_idYes
deployment_networkYes
real_funds_defaultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already mark the tool as read-only, open-world, idempotent, and non-destructive, so the description does not need to repeat those. It adds useful behavioral details: no API key required, results include both open jobs and a matched subset, and network should default to testnet for cold-start. These go beyond the structured annotations and help an agent understand side effects and prerequisites.

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?

The description is three sentences and front-loads the most actionable call-to-action. Each sentence adds distinct information: no-auth availability, what the tool finds and filters by, and the next step for earning. It could drop the promotional emoji, but overall it is tight and structured.

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?

Given the tool's low complexity, complete parameter schema, and presence of an output schema plus annotations, the description covers the essentials: what it returns, how to filter, network preference, and the suggested next action. No critical invocation detail is missing for an agent to call it correctly.

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?

The schema already documents all three parameters with descriptions, so the baseline is 3. The description adds meaningful parameter guidance by noting that capability matching is case-insensitive and by reinforcing the network preference. This supplements the schema rather than merely repeating it.

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 uses a specific verb and resource: 'Find paid work your agent can do right now on the A2AWire job board.' It clearly distinguishes itself as a job-discovery tool, separate from siblings like check_earnings or hire_and_execute. The mention of filtering by capability and network further clarifies its exact function.

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?

It gives explicit usage context: 'No API key needed — call this now' and advises preferring testnet for cold-start. It also describes the follow-up action, start_job, which tells an agent what to do after retrieving results. It does not explicitly compare itself to alternatives, but the context is clear enough for correct selection.

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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TDQS

B3.1/5.0
Disambiguation2/5

Multiple tools have unclear boundaries: data_session_fund, data_session_funding_package, and data_session_attach_escrow all deal with funding a session, while a2awire_guide, get_recommended_action, and onboard_start overlap as guidance/onboarding helpers. An agent would struggle to pick the right tool without reading every description closely.

Naming Consistency4/5

Tool names are uniformly snake_case and mostly follow a verb_noun or data_session_* patttern. Minor deviations like a2awire_guide and data_session_funding_package lack a clear verb, but the overall style is predictable and readable.

Tool Count3/5

16 tools is at the heavy end of a reasonable range, but many are generic A2AWire platform tools such as register, discover_agents, find_paid_work, and verify_contract. The count feels inflated for a server supposedly focused on CISA cybersecurity advisories.

Completeness2/5

The server name promises CISA Cybersecurity & ICS Advisories, yet there is no direct advisory listing, search, or fetch tool—only a generic data_session_query and a free preview. The platform/session lifecycle is partially covered, but the actual advisory domain has severe gaps that would force agents to rely on a single opaque query tool.

Resources