README Insight MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| readme_summaryC | Summarize a README from a local path (file or directory). |
| readme_from_gitC | Fetch and summarize a README from a Git repository URL. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 2 tools
The two tools have overlapping purposes—both summarize README files—but descriptions clarify the distinction: one fetches from a Git URL, the other from a local path. This overlap could cause confusion if an agent misinterprets the source type, but the descriptions provide enough context to differentiate them.
Tool names follow a consistent snake_case pattern with a clear 'readme_' prefix, but the suffixes ('from_git' vs 'summary') are not perfectly parallel. The naming is mostly predictable and readable, with minor deviations in verb usage that do not significantly hinder understanding.
With only 2 tools, the server feels thin for its purpose of README insight, lacking operations like analysis, comparison, or validation. This minimal set limits functionality and may require agents to work around gaps, making it borderline inadequate for a comprehensive tool surface.
The tool surface is severely incomplete for README insight, covering only fetching and summarizing from different sources. Missing are tools for analyzing content (e.g., checking for sections, links), comparing READMEs, generating summaries in different formats, or validating structure, which are common needs in this domain.