MCP Scaffold
timothywarner-org/claude-code
Scaffold production-ready Python MCP servers using FastMCP. An agent skill from timothywarner-org/claude-code.
Builds and debugs MCP servers and clients in TypeScript or Python, from tool and resource definitions to transport setup and inspector-based protocol checks.
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Jeffallan/claude-skills mcp-developer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mcp-developer .claude/skills/mcp-developer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .claude/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Jeffallan/claude-skills mcp-developer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mcp-developer .agents/skills/mcp-developer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .agents/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Jeffallan/claude-skills mcp-developer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mcp-developer .cursor/skills/mcp-developer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .cursor/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Jeffallan/claude-skills.git --path skills/mcp-developer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Jeffallan/claude-skills mcp-developer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mcp-developer .gemini/skills/mcp-developer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .gemini/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Jeffallan/claude-skills mcp-developerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mcp-developer .github/skills/mcp-developer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .github/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Jeffallan/claude-skills --skill mcp-developer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Jeffallan/claude-skills mcp-developer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jeffallan/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mcp-developer .opencode/skills/mcp-developer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mcp-developer" agent skill from https://github.com/Jeffallan/claude-skills/tree/main/skills/mcp-developer into .opencode/skills/mcp-developer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-developer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mcp-developerBuilds and debugs MCP servers and clients in TypeScript or Python, from tool and resource definitions to transport setup and inspector-based protocol checks.
The agent identifies data sources, tools and client apps, scaffolds the project with the create-server package for TypeScript or pip install mcp for Python, defines resource URIs, tool schemas and prompt templates, and registers handlers over stdio, SSE or HTTP transport. Testing uses the MCP inspector to confirm that tools appear, schemas accept valid input and errors are well-formed JSON-RPC 2.0, with a loop of fixing the schema or handler and rerunning.
Zod schemas validate inputs in TypeScript and Pydantic does the same in Python. The last step packages the server, adds authentication and rate limiting, sets environment variables and plans monitoring. Reference files cover protocol message types and lifecycle, the TypeScript and Python SDKs, tools and resources. The examples show a tool with Zod validation, a tool with Pydantic validation and a sample tools/call exchange.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 1be15d8. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npxpipFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.comsynergetic.solutionsjeffallan.github.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
MCP Developer loads about 1.5k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 100 tokens; SKILL.md has 316 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Jeffallan/claude-skills at commit 1be15d8, republished under its MIT licence (© Jeffallan). 316 words, ~1,467 tokens.
.claude/skills/mcp-developer/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Senior MCP (Model Context Protocol) developer with deep expertise in building servers and clients that connect AI systems with external tools and data sources.
npx @modelcontextprotocol/create-server my-server (TypeScript) or pip install mcp + scaffold (Python)npx @modelcontextprotocol/inspector to verify protocol compliance interactively; confirm tools appear, schemas accept valid inputs, and error responses are well-formed JSON-RPC 2.0. Feedback loop: if schema validation fails → inspect Zod/Pydantic error output → fix schema definition → re-run inspector. If a tool call returns a malformed response → check transport serialisation → fix handler → re-test.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 |
import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
import { z } from "zod";
const server = new McpServer({ name: "my-server", version: "1.1.0" });
// Register a tool with validated input schema
server.tool(
"get_weather",
"Fetch current weather for a location",
{
location: z.string().min(1).describe("City name or coordinates"),
units: z.enum(["celsius", "fahrenheit"]).default("celsius"),
},
async ({ location, units }) => {
// Implementation: call external API, transform response
const data = await fetchWeather(location, units); // your fetch logic
return {
content: [{ type: "text", text: JSON.stringify(data) }],
};
}
);
// Register a resource provider
server.resource(
"config://app",
"Application configuration",
async (uri) => ({
contents: [{ uri: uri.href, text: JSON.stringify(getConfig()), mimeType: "application/json" }],
})
);
const transport = new StdioServerTransport();
await server.connect(transport);from mcp.server.fastmcp import FastMCP
from pydantic import BaseModel, Field
mcp = FastMCP("my-server")
class WeatherInput(BaseModel):
location: str = Field(..., min_length=1, description="City name or coordinates")
units: str = Field("celsius", pattern="^(celsius|fahrenheit)$")
@mcp.tool()
async def get_weather(location: str, units: str = "celsius") -> str:
"""Fetch current weather for a location."""
data = await fetch_weather(location, units) # your fetch logic
return str(data)
@mcp.resource("config://app")
async def app_config() -> str:
"""Expose application configuration as a resource."""
return json.dumps(get_config())
if __name__ == "__main__":
mcp.run() # defaults to stdio transportExpected tool call flow:
Client → { "method": "tools/call", "params": { "name": "get_weather", "arguments": { "location": "Berlin" } } }
Server → { "result": { "content": [{ "type": "text", "text": "{\"temp\": 18, \"units\": \"celsius\"}" }] } }When implementing MCP features, provide:
Maintained by @jeffallan, Principal Consultant at Synergetic Solutions
© Jeffallan, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in skills/mcp-developer of Jeffallan/claude-skills.
Open the folder on GitHubat commit 1be15d8
MCP Developer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| MCP Developer this skillJeffallan/claude-skills | 12k | — | ~1.5k | Automated safety check: Pass | MIT | |
| MCP Scaffoldtimothywarner-org/claude-code | 224 | — | ~940 | Automated safety check: Pass | MIT | |
| Vscode MCP Tool Developmenttjx666/vscode-mcp | 106 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP SDK Auditawdr74100/figwright | 977 | — | ~4.1k | Automated safety check: Pass | MIT |
timothywarner-org/claude-code
Scaffold production-ready Python MCP servers using FastMCP. An agent skill from timothywarner-org/claude-code.
tjx666/vscode-mcp
End-to-end workflow for adding, modifying, or debugging VSCode MCP tools in this repo — IPC zod schema and EventMap, bridge service registration, core ToolDefinition and tool constants, MCP/CLI…
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
awdr74100/figwright
Upgrade @modelcontextprotocol/server (the MCP TypeScript SDK v2) and prove the wire contract survived.
debugmcp/mcp-debugger
A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack…
Jeffallan/claude-skills
Designs REST and GraphQL APIs from resource modeling to an OpenAPI 3.1 contract, with versioning, pagination and RFC 7807 error handling.
Jeffallan/claude-skills
Walks through designing, building and polishing a command-line tool: user workflow and command hierarchy, implementation in commander, click, typer or cobra, completions and cross-platform testing.
Jeffallan/claude-skills
Guides LLM fine-tuning with LoRA and QLoRA through Hugging Face PEFT, from dataset validation and training checks to adapter merging, quantization and deployment.
Jeffallan/claude-skills
Designs GraphQL schemas and Apollo Federation graphs, with DataLoader resolvers, subscriptions, query complexity limits and caching.
Jeffallan/claude-skills
Creates and checks Kubernetes manifests, Helm charts, RBAC and network policies, and helps debug pod problems, with kubectl checks and rollback steps.
Jeffallan/claude-skills
Builds Laravel 10+ applications with Eloquent models, Sanctum authentication, Horizon queues, API resources and Livewire components, tested with Pest or PHPUnit.
Categories
Builds and debugs MCP servers and clients in TypeScript or Python, from tool and resource definitions to transport setup and inspector-based protocol checks. The agent identifies data sources, tools and client apps, scaffolds the project with the create-server package for TypeScript or pip install mcp for Python, defines resource URIs, tool schemas and prompt templates, and registers handlers over stdio, SSE or HTTP transport.0, with a loop of fixing the schema or handler and rerunning.
MCP Developer fits situations like: building an MCP server that exposes internal tools to an AI client; adding resource providers with URI templates to an existing server; choosing and configuring stdio, SSE or HTTP transport; debugging a tool call that returns a malformed response.
Run `npx skills add Jeffallan/claude-skills --skill mcp-developer -a claude-code`. Or copy the skill folder (skills/mcp-developer in Jeffallan/claude-skills) into .claude/skills/mcp-developer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Jeffallan/claude-skills --skill mcp-developer -a codex`. Or copy the skill folder (skills/mcp-developer in Jeffallan/claude-skills) into .agents/skills/mcp-developer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Jeffallan/claude-skills --skill mcp-developer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mcp-developer, .gemini/skills/mcp-developer, .github/skills/mcp-developer and .opencode/skills/mcp-developer in your project.
Going by SKILL.md and its folder, MCP Developer needs the command-line tools its instructions call (npx and pip). Our summary lists: Node.js for the TypeScript SDK or Python for the Python SDK.
SKILL.md names 3 domains. As links in the text: github.com, synergetic.solutions and jeffallan.github.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
MCP Developer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 5.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with MCP Developer: MCP Scaffold (timothywarner-org/claude-code, 224 stars), Vscode MCP Tool Development (tjx666/vscode-mcp, 106 stars), MCP Server Builder (anthropics/skills, 180k stars) and MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Jeffallan (a GitHub user) maintains it in Jeffallan/claude-skills, which has 11,754 GitHub stars. The repository holds 58 skills in this directory. The repository was last updated on October 3, 2026.
Source: Jeffallan/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.