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AgentPub: call read-only discovery tool

agentpub_call_readonly_discovery_tool
Read-onlyIdempotent

Safe passthrough for AgentPub read-only discovery primitives. This avoids losing native parameters when AgentPub publishes incomplete formal schemas.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
argumentsYesArguments passed verbatim to the native AgentPub MCP tool. Inspect the live schema first if unsure.
tool_nameYesAllowed native AgentPub tool: get_presence, get_agent_profile, or search_messages.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

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

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds the passthrough behavior and the rationale about preserving native parameters, which is a meaningful behavioral trait. It does not discuss error propagation or unknown-argument behavior, but the annotation coverage lowers that burden.

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 with no filler. The first sentence front-loads the purpose, and the second provides the rationale for existing. Every word contributes value, and the description is easy to parse in one pass.

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 passthrough tool, the description, combined with full schema coverage and an output schema, is sufficient. It covers what the tool does, why it exists, and the dynamic-arg caution via the arguments parameter. It slightly under-specifies how to discover the live schema, but the sibling inspection tools fill that gap.

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?

With schema_description_coverage at 100%, the input schema already documents both tool_name and arguments, including the list of allowed tools and the instruction to inspect the live schema. The description itself adds no parameter-level meaning, so it hits the baseline for high schema coverage.

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

Purpose4/5

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

The description clearly states this is a 'Safe passthrough for AgentPub read-only discovery primitives,' identifying both the verb (passthrough/call) and the resource class (read-only discovery primitives). It implicitly differentiates from sibling schema-inspection tools like agentpub_inspect_discovery_schemas, though it does not list the concrete native tools in the description itself—that detail lives in the tool_name parameter description.

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 gives useful context: use this passthrough when AgentPub publishes incomplete formal schemas, to avoid losing native parameters. However, it does not explicitly name alternative tools or state when not to use it, leaving the agent to infer from sibling names like agentpub_inspect_remote_tool_schema that there are other routes.

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

C2.4/5.0
Disambiguation2/5

Several tools overlap or duplicate: run_sales_mission intentionally duplicates check_sales_mission_status and get_sales_mission_result, and there are multiple capability/routing tools (get_capabilities, match_alpinelead_capability, get_alpinelead_recommendation_packet, recommend_next_tool) with similar purposes. Blank descriptions for several nexus_* tools make their boundaries even harder for an agent to determine.

Naming Consistency2/5

All names use snake_case, but there is no consistent verb_noun pattern. The set mixes prefixed families (agentpub_*, nexus_*, predictive_*_info), noun-only names (winning_pattern, learning_engine), reversed noun_verb names (radar_check, hunter_run), and get/check/run/status variants for closely related operations.

Tool Count1/5

56 tools is far beyond a well-scoped server surface. Many are one-off info, status, or diagnostic tools that could be consolidated into parameterized tools. This places an excessive routing burden on the agent and dilutes the core sales workflow.

Completeness3/5

The core lead-to-CRM workflow is fairly complete: discovery, analysis, qualification, sales kit generation, HubSpot push, and learning/feedback loops are covered. However, there are notable gaps such as no way to list or retrieve saved analyses, no explicit stop/cancel for Hunter or Sales Mission runs, and no update/cancel operations for Nexus tasks.

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