README Insight MCP
Provides the ability to fetch and summarize README documentation from public Git repositories using remote repository URLs.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@README Insight MCPSummarize the README for https://github.com/expressjs/express"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
README Insight MCP
Small MCP server that summarizes README files from either a local path or a public Git repository. It exposes:
Tools:
readme_summaryfor local paths andreadme_from_gitfor remote reposResources:
readme://local/currentfor accessing the current directory's READMEPrompts:
analyze_readmefor analyzing a README's completeness
What it shows
How to define MCP tools, resources, and prompts
How to summarize README content from local files or Git URLs
A clear, demo-friendly use case
Related MCP server: gitSERVER README Manager
Setup
git clone /home/naeemgtng/projects/example-mcp
cd example-mcp
npm installRun
npm run devExample Claude MCP setup
claude mcp add readme-insight -- npx tsx /home/naeemgtng/projects/example-mcp/src/server.tsExample tool calls
{
"name": "readme_summary",
"arguments": {
"path": "."
}
}{
"name": "readme_from_git",
"arguments": {
"repo_url": "https://github.com/user/repo"
}
}Example output
{
"summary": "First paragraph of the README...",
"key_facts": [
"Install",
"Run",
"Example tool call"
]
}Resources
The server exposes one resource:
URI | Description |
| Returns the README from the current working directory |
Prompts
The server exposes one prompt:
Name | Description | Arguments |
| Analyze a README for completeness |
|
Example prompt call:
{
"name": "analyze_readme_prompt",
"arguments": {
"repo_url": "https://github.com/user/repo"
}
}Read about it here
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- FlicenseBqualityDmaintenanceReads README files from the file system and automatically generates structured Product Requirements Documents (PRDs), saving users time on documentation tasks.Last updated19
- Flicense-qualityDmaintenanceEnables automated README file management for development projects through MCP tools for content creation and summarization, resources for direct file access, and prompts for AI-powered documentation analysis.Last updated
- FlicenseBqualityDmaintenanceEnables LLMs to automatically analyze project structures, detect technologies, and generate comprehensive, professional README documentation files with proper formatting, badges, and sections.Last updated41
- Alicense-quality-maintenanceAutomatically generates Chinese README documentation and mind maps for project folders, enabling intelligent documentation management and project structure visualization.Last updated
Related MCP Connectors
Generate AGENTS.md, AP2 compliance docs, checkout rules, debug playbook & MCP configs from any repo.
Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
Appeared in Searches
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
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