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LectureForge MCP

LectureForge MCP

by WaniAnimesh
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

get_project

Retrieve a project's current state, immutable versions, and artifact references so you can inspect or manage its LectureForge presentation build.

Instructions

Get one project's current state, immutable versions, and artifact references.

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": {
      "project_id": "<project_id>"
    },
    "name": "get_project"
  }
}

Input Schema

NameRequiredDescriptionDefault
project_idYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.3.1

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden, and it does disclose the returned content surfaces (current state, immutable versions, artifact references), which usefully signals this is a composite read. It says nothing about permissions, error behavior, or whether the read is safe/non-mutating beyond the verb 'Get'.

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?

A single front-loaded sentence that names the verb, the target, and the returned scope with no filler. It is efficiently sized, though the enumerated payload list is doing double duty since an output schema already exists.

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?

An output schema exists, so return-value documentation is not strictly required, yet the description still needs to cover the read-only nature and identity of the target given the absence of annotations. It does the former implicitly via 'Get' but leaves permissions and error cases unaddressed.

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?

The single project_id parameter has 0% schema description coverage, so the description must compensate. The phrase 'one project's' implies that an identifier selects the target, but no format, source, or example for project_id is given, leaving the semantics largely assumed.

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 ('Get') and resource ('one project') and enumerates the payload scope (current state, immutable versions, artifact references). It does not, however, distinguish itself from siblings like get_artifact or list_versions, which overlap on the version/artifact content it advertises.

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 when-to-use guidance, no mention of prerequisites, and no routing to alternatives such as list_projects for enumeration or get_artifact when only an artifact is needed. The singular 'one project' faintly implies a single-ID lookup, but this is inference rather than stated guidance.

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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