Skip to main content
Glama

readme_from_git

Fetch and summarize README files from Git repositories to extract key project information and documentation overviews in structured JSON format.

Instructions

Fetch and summarize a README from a Git repository URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repo_urlYesURL of the Git repository (e.g., https://github.com/user/repo).
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions 'fetch and summarize' but doesn't disclose behavioral traits such as authentication needs, rate limits, error handling, or what 'summarize' entails (e.g., format, length). This leaves gaps for a tool with no annotation coverage.

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, efficient sentence that front-loads the core functionality ('fetch and summarize a README') with no wasted words. It is appropriately sized for a simple tool with one parameter.

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?

Given no annotations, no output schema, and a single parameter with full schema coverage, the description is incomplete. It lacks details on behavioral aspects (e.g., how summarization works, error cases) and doesn't compensate for the absence of structured fields, making it inadequate for full agent understanding.

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?

Schema description coverage is 100%, so the schema already documents the single parameter 'repo_url' with a clear description. The description adds no additional meaning beyond the schema, such as URL format constraints or examples, but the high coverage justifies the baseline score of 3.

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?

The description clearly states the tool's purpose with a specific verb ('fetch and summarize') and resource ('README from a Git repository URL'). It distinguishes from the sibling 'readme_summary' by specifying the source (Git repository URL), though it doesn't explicitly contrast their differences.

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 guidance is provided on when to use this tool versus the sibling 'readme_summary' or other alternatives. The description implies usage for fetching READMEs from Git URLs but lacks explicit context, prerequisites, or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/naeem-gitonga/example-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server