mcp-builder
Skill7 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.
- Reads credentials
- Installs packages
202 other projects use a version of this, 5 of them edited; 1 new project in the last 4 weeks, against 2 the 4 before.
Adopted by
Cooling: 1 new project took it in the last 4 weeks, 0.5× the 4 weeks before.thin data
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
- ControllableModel/SWE-Skills-Benchtheir own version, first seen Nov 8, 2026
- AbdulSamad94/Personal-AI-Employeetheir 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 versions202 projects use a version of this.
Word for word · 25
- shareAI-lab/analysis_claude_code★ 80k100% same
- shareAI-lab/learn-claude-code★ 80k100% same
- shareAI-lab/mini-claude-code★ 373100% same
- wulawulu/learn-claude-code-rs★ 154100% same
- wangyuxun6699/learn_claude_code_langchain★ 56100% same
- hubooooooo/claude-code-harness-study★ 31100% same
- hubooooooo/claude-code-herness-study★ 31100% same
- alanmurder/learn-claude-code-langchain★ 4100% same
- jialechen7/learn-claude-code-go★ 4100% same
- Lambenthan/claude-code-for-researchers★ 4100% same
15 more not listed
Edited · 5
- Chris-haha/learn-claude-code-java★ 11065% same
- Chris-debug-0225/learn-claude-code-java★ 10365% same
- vignesh2027/Claude-Agentic-Skills2.0-version★ 611% same
- JinSooo/learn-claude-code-ts★ 441% same
- Covertrick/Tiny-Claude-Code★ 275% same
Wrote their own version · 172
- 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
162 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
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 161 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 209
Input validation: Always validate and sanitize inputs
- Distinctive: line 211
Async by default: Use async/await for I/O operations
- Distinctive: line 212
Security: Never expose sensitive operations without auth
“Common” is measured: kept by at least 6 in 10 of the 161 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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 (like API endpoints)
- Resources: Data Claude can read (like files or database records)
- Prompts: Pre-built prompt templates
Quick Start: Python MCP Server
1. Project Setup
# Create project
mkdir my-mcp-server && cd my-mcp-server
python3 -m venv venv && source venv/bin/activate
# Install MCP SDK
pip install mcp2. Basic Server Template
#!/usr/bin/env python3
"""my_server.py - A simple MCP server"""
from mcp.server import Server
from mcp.server.stdio import stdio_server
from mcp.types import Tool, TextContent
# Create server instance
server = Server("my-server")
# Define a tool
@server.tool()
async def hello(name: str) -> str:
"""Say hello to someone.
Args:
name: The name to greet
"""
return f"Hello, {name}!"
@server.tool()
async def add_numbers(a: int, b: int) -> str:
"""Add two numbers together.
Args:
a: First number
b: Second number
"""
return str(a + b)
# Run server
async def main():
async with stdio_server() as (read, write):
await server.run(read, write)
if __name__ == "__main__":
import asyncio
asyncio.run(main())3. Register with Claude
Add to ~/.claude/mcp.json:
{
"mcpServers": {
"my-server": {
"command": "python3",
"args": ["/path/to/my_server.py"]
}
}
}TypeScript MCP Server
1. Setup
mkdir my-mcp-server && cd my-mcp-server
npm init -y
npm install @modelcontextprotocol/sdk2. Template
// src/index.ts
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",
});
// Define tools
server.setRequestHandler("tools/list", async () => ({
tools: [
{
name: "hello",
description: "Say hello to someone",
inputSchema: {
type: "object",
properties: {
name: { type: "string", description: "Name to greet" },
},
required: ["name"],
},
},
],
}));
server.setRequestHandler("tools/call", async (request) => {
if (request.params.name === "hello") {
const name = request.params.arguments.name;
return { content: [{ type: "text", text: `Hello, ${name}!` }] };
}
throw new Error("Unknown tool");
});
// Start server
const transport = new StdioServerTransport();
server.connect(transport);Advanced Patterns
External API Integration
import httpx
from mcp.server import Server
server = Server("weather-server")
@server.tool()
async def get_weather(city: str) -> str:
"""Get current weather for a city."""
async with httpx.AsyncClient() as client:
resp = await client.get(
f"https://api.weatherapi.com/v1/current.json",
params={"key": "YOUR_API_KEY", "q": city}
)
data = resp.json()
return f"{city}: {data['current']['temp_c']}C, {data['current']['condition']['text']}"Database Access
import sqlite3
from mcp.server import Server
server = Server("db-server")
@server.tool()
async def query_db(sql: str) -> str:
"""Execute a read-only SQL query."""
if not sql.strip().upper().startswith("SELECT"):
return "Error: Only SELECT queries allowed"
conn = sqlite3.connect("data.db")
cursor = conn.execute(sql)
rows = cursor.fetchall()
conn.close()
return str(rows)Resources (Read-only Data)
@server.resource("config://settings")
async def get_settings() -> str:
"""Application settings."""
return open("settings.json").read()
@server.resource("file://{path}")
async def read_file(path: str) -> str:
"""Read a file from the workspace."""
return open(path).read()Testing
# Test with MCP Inspector
npx @anthropics/mcp-inspector python3 my_server.py
# Or send test messages directly
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | python3 my_server.pyBest Practices
- Clear tool descriptions: Claude uses these to decide when to call tools
- Input validation: Always validate and sanitize inputs
- Error handling: Return meaningful error messages
- Async by default: Use async/await for I/O operations
- Security: Never expose sensitive operations without auth
- Idempotency: Tools should be safe to retry
Does it work?
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- It worked
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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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