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EasySourceFlow

EasySourceFlow

by john-ops-lab
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

easysourceflow_submit_document

Submit local text or Markdown content to generate a concise summary. Support custom instructions, cached results, and quality levels.

Instructions

Submit local text or Markdown content for summarization without letting the service read arbitrary disk paths.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "content": "<content>"
    },
    "name": "easysourceflow_submit_document"
  }
}

Input Schema

NameRequiredDescriptionDefault
titleNoDocument title or filename.
contentYesPlain text or Markdown content.
instructionNoUser summary instruction.
force_refreshNoIgnore cached results.
summary_qualityNoUse fast for the configured normal model, or pro for the configured strong model. Video links are automatically treated as pro.fast

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=false and openWorldHint=true. The description adds value by specifying that the tool avoids reading arbitrary disk paths, which is a security-relevant behavioral detail beyond what annotations provide.

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?

The description is a single, well-structured sentence that is front-loaded with the action and purpose, containing no superfluous words or redundancy.

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

Completeness3/5

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

Given the tool has 5 parameters and no output schema, the description is adequate but incomplete. It does not explain the outcome of submission (e.g., returns a job ID), nor does it hint at workflow steps like result retrieval, which would be helpful given the sibling tools.

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?

Input schema has 100% parameter description coverage. The tool description does not add any additional meaning or context to the parameters beyond what the schema already provides, so a baseline score of 3 is appropriate.

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 clearly states the tool is for submitting local text or Markdown content for summarization, and includes a notable constraint ('without letting the service read arbitrary disk paths') that distinguishes it from siblings like easysourceflow_submit_link.

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 implies when to use this tool (for local content) but does not explicitly contrast with sibling tools like easysourceflow_submit_link or provide when-not-to-use guidance. Alternatives are not named.

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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