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search_13f_whale_filings

Which stocks hedge funds and large institutions are accumulating, from SEC 13F filings, with consensus picks. Optional limit. $0.10.

Input Schema

NameRequiredDescriptionDefault
managerNoManager or fund name (e.g. 'ARK', 'Duquesne', 'Berkshire', 'Tiger')

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
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 does disclose a genuinely useful behavioral trait — the $0.10 cost — which the agent cannot get elsewhere. But it says nothing about read-only safety, return format, result volume, or whether results are ranked/aggregated, so the disclosure is partial.

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

Conciseness3/5

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

Short and front-loaded with the resource description, and the cost is placed last where it belongs. But 'Optional limit' is a wasted, misleading clause that does not correspond to any actual input.

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?

No output schema and no annotations, so the description should explain what comes back — a ranked consensus list? counts? manager breakdown? It does not. Combined with the phantom 'limit' parameter, the definition leaves real gaps for an agent trying to call it correctly.

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

Parameters2/5

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

Schema coverage is 100% so the 'manager' parameter is documented, giving a baseline of 3. But the description adds negative value by advertising an 'Optional limit' parameter that is absent from the schema, which could lead an agent to pass an invalid argument while never explaining the manager filter's role in this tool.

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?

States a specific resource and angle: stocks that hedge funds and large institutions are accumulating from SEC 13F filings, plus consensus picks. An agent can distinguish this from siblings like analyze_sec_filing or sec_analyst. However, the trailing 'Optional limit' references a parameter that does not exist in the schema, muddying the picture.

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

Usage Guidelines2/5

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

No when-to-use guidance and no routing to alternatives among the many SEC/stock siblings (analyze_sec_filing, sec_analyst, get_top_trade_ideas). The agent must infer from the phrase 'hedge funds and large institutions' alone that this is the 13F-consensus view rather than general filing analysis.

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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