mcp-builder
Skill110 starsChanged 8 months agoMITView on GitHub
Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP server, add tools to Claude, or integrate external services.
186 other projects use a version of this, 11 of them edited.
Adopted by
Most recently taken up by
- rvdbreemen/OTGW-firmwaretheir own version, first seen Nov 8, 2026
- codewhale-hq/codewhale-plugin-marketplacetheir own version, first seen Nov 8, 2026
- Bruno-Cunha-Souza/ValarMindSkillstheir own version, first seen Nov 8, 2026
- Leodorareluctant259/superpowers-zhtheir own version, first seen Nov 8, 2026
- truongpx396/learn-harness-engineering-by-building-mini-claude-codeedited, first seen Nov 8, 2026
- ControllableModel/SWE-Skills-Benchtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use chinese-code-review, chinese-commit-conventions and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Leodorareluctant259Skillchinese-code-review
中文代码审查规范——在保持专业严谨的同时,用符合国内团队文化的方式给出有效反馈
Also in 8 projects that use this
Leodorareluctant259Skillchinese-commit-conventions
中文 Git 提交规范 — 适配国内团队的 commit message 规范和 changelog 自动化
Also in 8 projects that use this
ComposioHQSkillcodebase-migrate
Run large codebase migrations and multi-file refactors. Uses the Composio CLI to coordinate issue tracking, batched PRs, and CI verification while the agent executes the transforms locally across hundreds of files.
Also in 5 projects that use this
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 5 projects that use this
ArogyaReddySkillskill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Also in 26 projects that use this
AnthropicSkillacademy-guide
Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content.
Also in 8 projects that use this
- +2 more from Leodorareluctant259
Other versions186 projects use a version of this.
Word for word · 1
- Chris-debug-0225/learn-claude-code-java★ 103100% same
Edited · 11
- shareAI-lab/analysis_claude_code★ 80k18% same
- shareAI-lab/learn-claude-code★ 80k18% same
- wulawulu/learn-claude-code-rs★ 15418% same
- wangyuxun6699/learn_claude_code_langchain★ 5618% same
- hubooooooo/claude-code-harness-study★ 3118% same
- hubooooooo/claude-code-herness-study★ 3118% same
- truongpx396/learn-harness-engineering-by-building-mini-claude-code★ 718% same
- alanmurder/learn-claude-code-langchain★ 418% same
- jialechen7/learn-claude-code-go★ 418% same
- JinSooo/learn-claude-code-ts★ 415% same
1 more not listed
Wrote their own version · 174
- anthropics/skills★ 189ksame name
- ComposioHQ/awesome-claude-skills★ 75ksame name
- activepieces/activepieces★ 25ksame name
- ComposioHQ/awesome-codex-skills★ 17ksame name
- composio-community/awesome-codex-skills★ 16ksame name
- mcp-use/mcp-use★ 11ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- vudovn/ag-kit★ 8.2ksame name
- vudovn/antigravity-kit★ 8.2ksame name
- microsoft/agent-skills★ 3.2ksame name
164 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository3 other files it gives its agents.
- agent-builderSkill
- code-reviewSkill
- pdfSkill
The file
Files
MCP Server Building Skill
You now have expertise in building MCP (Model Context Protocol) servers. MCP enables Claude to interact with external services through a standardized protocol.
What is MCP?
MCP servers expose:
- Tools: Functions Claude can call
- Resources: Data Claude can read
- Prompts: Pre-built prompt templates
Quick Start: Python MCP Server
from mcp.server import Server
from mcp.server.stdio import stdio_server
server = Server("my-server")
@server.tool()
async def hello(name: str) -> str:
return f"Hello, {name}!"TypeScript MCP Server
import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
const server = new Server({ name: "my-server", version: "1.0.0" });
const transport = new StdioServerTransport();
server.connect(transport);Best Practices
- Clear tool descriptions
- Input validation
- Meaningful error handling
- Async for I/O
- Security first
- Idempotent tools when possible
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Files you open will collect here, so you can find them again.
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Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

