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Financial Modeling Prep MCP Server

Financial Modeling Prep MCP Server

getFinancialScoresBulk

Read-onlyIdempotent

Retrieve key financial scores and metrics for multiple stock symbols at once to compare company performance, financial health, and operational efficiency.

Instructions

The FMP Scores Bulk API allows users to quickly retrieve a wide range of key financial scores and metrics for multiple symbols. These scores provide valuable insights into company performance, financial health, and operational efficiency.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv2.9.0
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. Changed1 schema field changedv1.0.0
    • removedInput schema / additionalProperties
      Removed value: -false
  3. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint, idempotentHint and openWorldHint, so safety is covered. The description adds no behavioral context beyond marketing language ("valuable insights") — nothing about how many symbols are covered, payload size, rate limits, or whether all symbols are returned at once, which matters for a bulk endpoint.

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?

Two sentences, but the second is pure promotional filler ("provide valuable insights into company performance, financial health, and operational efficiency") that tells an agent nothing actionable. The first sentence carries the real content and is reasonably front-loaded.

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?

For a bulk endpoint with no parameters and no output schema, the description should clarify scope — which universe of symbols is scored and roughly what fields come back. Instead it only asserts that scores exist, leaving the agent unable to predict the response shape or size.

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 input schema declares zero parameters, so there is no parameter meaning for the description to compensate for. Baseline 4 applies; no parameter-level detail is missing.

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 verb and resource ("retrieve ... key financial scores and metrics") plus the multi-symbol scope implied by the "Bulk" name, which distinguishes it from the sibling getFinancialScores. It does not, however, name that sibling or specify which scores are returned, so the differentiation is only implicit.

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?

There is no explicit when-to-use guidance: nothing says to prefer this over getFinancialScores when covering many symbols, nor any exclusion or prerequisite. The reader must infer the bulk-vs-single tradeoff entirely from the tool name.

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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