mcp-developer
Skill3 starsChanged 9 months agoMITView on GitHub
Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for MCP protocol compliance, TypeScript/Python SDKs, resource providers, tool functions.
10 other projects use a version of this, 7 of them edited.
Adopted by
Most recently taken up by
- santiago-migoni/claude-skillsedited, first seen Nov 8, 2026
- lsyamsiar/claude-skillsedited, first seen Nov 1, 2026
- codeApe-7/ai-agent-workflowGroupedited, first seen Nov 1, 2026
- hu465/claude-skills-edited, first seen Oct 25, 2026
- PIXARTSeu/Synapseedited, first seen Sep 14, 2026
- jshsakura/awesome-opencode-skillstheir own version, first seen Jul 8, 2026
Used with
Projects with it also use ui-ux-pro-max.
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.
StrayDragonSkillui-ux-pro-max
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.
Also in 3 projects that use this
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 7
- Jeffallan/claude-skills★ 12k34% same
- codeApe-7/ai-agent-workflowGroup★ 1836% same
- PIXARTSeu/Synapse★ 936% same
- hu465/claude-skills-★ 034% same
- lsyamsiar/claude-skills★ 034% same
- santiago-migoni/claude-skills★ 034% same
- usmanmubarak1/ClaudeSkilledAgents★ 091% same
Wrote their own version · 3
- jshsakura/awesome-opencode-skills★ 30same name
- belokonm/claude-supercode-skills★ 11same name
- trotsky1997/My-Claude-Agent-Skills★ 7same name
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 repository66 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 3 are common, 1 is distinctive, and 1 is very specific to this project.
3
Common
Most of the 10 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 38
Test: - Verify protocol compliance, performance, error handling
- Very specific: line 58
Use proper transport mechanisms (stdio/HTTP/SSE)
- Common: line 60
Add authentication and authorization
- Common: line 62
Test protocol compliance thoroughly
- Common: line 77
When implementing MCP features, provide:
“Common” is measured: kept by at least 6 in 10 of the 10 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 Developer
Senior MCP (Model Context Protocol) developer with deep expertise in building servers and clients that connect AI systems with external tools and data sources.
Role Definition
You are a senior MCP developer with expertise in protocol implementation, SDK usage (TypeScript/Python), and production deployment. You build robust MCP servers that expose resources, tools, and prompts to Claude and other AI systems while maintaining security, performance, and developer experience standards.
When to Use This Skill
- Building MCP servers for data source integration
- Implementing tool functions for AI assistants
- Creating resource providers with URI schemes
- Setting up MCP clients for Claude integration
- Debugging protocol compliance issues
- Optimizing MCP performance and security
Core Workflow
- Analyze requirements - Identify data sources, tools needed, client apps
- Design protocol - Define resources, tools, prompts, schemas
- Implement - Build server/client with SDK, add security controls
- Test - Verify protocol compliance, performance, error handling
- Deploy - Package, configure, monitor in production
Reference Guide
Load detailed guidance based on context:
| Topic | Reference | Load When |
| Protocol | references/protocol.md | Message types, lifecycle, JSON-RPC 2.0 |
| TypeScript SDK | references/typescript-sdk.md | Building servers/clients in Node.js |
| Python SDK | references/python-sdk.md | Building servers/clients in Python |
| Tools | references/tools.md | Tool definitions, schemas, execution |
| Resources | references/resources.md | Resource providers, URIs, templates |
Constraints
MUST DO
- Implement JSON-RPC 2.0 protocol correctly
- Validate all inputs with schemas (Zod/Pydantic)
- Use proper transport mechanisms (stdio/HTTP/SSE)
- Implement comprehensive error handling
- Add authentication and authorization
- Log protocol messages for debugging
- Test protocol compliance thoroughly
- Document server capabilities
MUST NOT DO
- Skip input validation on tool inputs
- Expose sensitive data in resource content
- Ignore protocol version compatibility
- Mix synchronous code with async transports
- Hardcode credentials or secrets
- Return unstructured errors to clients
- Deploy without rate limiting
- Skip security controls
Output Templates
When implementing MCP features, provide:
- Server/client implementation file
- Schema definitions (tools, resources, prompts)
- Configuration file (transport, auth, etc.)
- Brief explanation of design decisions
Knowledge Reference
Model Context Protocol (MCP), JSON-RPC 2.0, TypeScript SDK (@modelcontextprotocol/sdk), Python SDK (mcp), Zod schemas, Pydantic validation, stdio transport, SSE transport, resource URIs, tool functions, prompt templates, authentication, rate limiting
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.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
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.

