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SEC filing diff card (paid $0.01)

get_filing_delta
Read-onlyIdempotent

Paid $0.01 USDC on Base. Call when you need what changed in a company's latest SEC filing (10-Q, 10-K, 8-K or 6-K) vs the prior period, not the headline: each change cited to EDGAR with a materiality rating and why it matters. Free: sample_delta. Tickers: AMD, MRVL, NVDA, AVGO, TSM, MU, AMAT, AAPL, MSFT, META, TSLA, ORCL, INTC, ASML, MSTR, JPM, BAC, GS, WFC, NFLX, JNJ, BRK, PLTR, SPCX, GOOGL, LLY, LRCX, BA. Others return 404 (no charge).

Input Schema

NameRequiredDescriptionDefault
tickerYesTicker

Output Schema

NameRequiredDescriptionDefault
periodNo
tickerYes
changesYes
companyNo
accessionNo
period_endNo
source_urlYes
filing_dateNo
filing_typeYes
generated_atNo
comparison_basisNo
high_materiality_countNo
new_material_items_countNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC",
      -  "GS",
      -  "WFC",
      -  "NFLX",
      -  "JNJ",
      -  "BRK",
      -  "PLTR",
      -  "SPCX"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC",
      +  "NFLX",
      +  "JNJ",
      +  "BRK",
      +  "PLTR",
      +  "SPCX",
      +  "GOOGL",
      +  "LLY",
      +  "LRCX",
      +  "BA"
      +]
  2. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC",
      -  "GS",
      -  "WFC",
      -  "NFLX",
      -  "JNJ",
      -  "BRK",
      -  "PLTR"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC",
      +  "NFLX",
      +  "JNJ",
      +  "BRK",
      +  "PLTR",
      +  "SPCX"
      +]
  3. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC",
      -  "GS",
      -  "WFC",
      -  "NFLX",
      -  "JNJ"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC",
      +  "NFLX",
      +  "JNJ",
      +  "BRK",
      +  "PLTR"
      +]
  4. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC",
      -  "GS",
      -  "WFC",
      -  "NFLX"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC",
      +  "NFLX",
      +  "JNJ"
      +]
  5. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC",
      -  "GS",
      -  "WFC"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC",
      +  "NFLX"
      +]
  6. Changed1 schema field changed
    • changedInput schema / properties / ticker / enum
      Previous value: -[
      -  "AMD",
      -  "MRVL",
      -  "NVDA",
      -  "AVGO",
      -  "TSM",
      -  "MU",
      -  "AMAT",
      -  "AAPL",
      -  "MSFT",
      -  "META",
      -  "TSLA",
      -  "ORCL",
      -  "INTC",
      -  "ASML",
      -  "MSTR",
      -  "JPM",
      -  "BAC"
      -]New value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC",
      +  "GS",
      +  "WFC"
      +]
  7. Changed3 schema fields changed
    • addedInput schema / properties / ticker / description
      Added value: +"Ticker"
    • addedInput schema / properties / ticker / enum
      Added value: +[
      +  "AMD",
      +  "MRVL",
      +  "NVDA",
      +  "AVGO",
      +  "TSM",
      +  "MU",
      +  "AMAT",
      +  "AAPL",
      +  "MSFT",
      +  "META",
      +  "TSLA",
      +  "ORCL",
      +  "INTC",
      +  "ASML",
      +  "MSTR",
      +  "JPM",
      +  "BAC"
      +]
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "properties": {
      +    "accession": {
      +      "type": "string"
      +    },
      +    "changes": {
      +      "type": "array"
      +    },
      +    "company": {
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "comparison_basis": {
      +      "type": "string"
      +    },
      +    "filing_date": {
      +      "type": "string"
      +    },
      +    "filing_type": {
      +      "type": "string"
      +    },
      +    "generated_at": {
      +      "type": "string"
      +    },
      +    "high_materiality_count": {
      +      "type": "number"
      +    },
      +    "new_material_items_count": {
      +      "type": "number"
      +    },
      +    "period": {
      +      "type": "string"
      +    },
      +    "period_end": {
      +      "type": "string"
      +    },
      +    "source_url": {
      +      "type": "string"
      +    },
      +    "ticker": {
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "ticker",
      +    "filing_type",
      +    "source_url",
      +    "changes"
      +  ],
      +  "type": "object"
      +}
  8. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false, and destructiveHint=false, so safety is covered. The description adds valuable behavioral context beyond the annotations: the $0.01 USDC cost on Base and the fact that unsupported tickers return 404 with no charge. It does not detail the payment flow, but the output schema covers return structure.

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 front-loaded with payment and use-case context, then supported tickers and error behavior. It is mostly efficient, though the long ticker enumeration duplicates the schema enum and adds some length.

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

Completeness5/5

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

Given the presence of an output schema and annotations, the description is complete enough for correct invocation: it covers cost, intended use, distinction from headline data, free alternative, supported universe, and unsupported-ticker behavior.

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 single ticker parameter has 100% schema description coverage and an enum, so the schema carries the basic meaning. The description adds useful semantics beyond the schema by listing the supported tickers and specifying that others return 404 with no charge, even though the ticker list partially duplicates the enum.

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 states a specific verb and resource: it returns what changed in a company's latest SEC filing versus the prior period. It explicitly distinguishes the output from 'the headline' and points to the free sibling sample_delta, so an agent can identify the tool's role without opening the schema.

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

Usage Guidelines5/5

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

It gives explicit when-to-use guidance ('Call when you need what changed...') and when-not guidance ('not the headline'), plus a named alternative for free sampling: sample_delta. This leaves little inference required for tool 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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