FastMCP
SkillCloud & infraBuild, test, inspect, and deploy Python MCP servers with FastMCP.
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Also: Claude Code · Cursor · Codex
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Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by metaspartan/cybara in skills/fastmcp/SKILL.md and read by Ahel’s review.
Use this when the user wants to create or test a Python MCP server, wrap an API/database/CLI as MCP tools, expose resources/prompts, or prepare an HTTP MCP endpoint.
Server Shape
Start narrow:
- 1-3 concrete tools first.
- Read-only by default.
- Explicit typed parameters.
- JSON-safe return values.
- Clear docstrings; the docstring is the user-facing tool description.
Good tool names: get_customer, search_tickets, describe_table, summarize_file.
Weak names: run, process, do_thing.
Minimal Template
from fastmcp import FastMCP
mcp = FastMCP("Example")
@mcp.tool
def echo(text: str) -> dict:
"""Echo text back for smoke testing."""
return {"text": text}
Local Validation
Prefer isolated runs:
uvx fastmcp version
uvx fastmcp inspect server.py:mcp
uvx fastmcp list server.py --json
uvx fastmcp call server.py echo text=hello --json
If uv is unavailable, use a project virtualenv and install fastmcp there. Do not install global Python packages unless the user asks.
HTTP Transport Smoke
uvx fastmcp run server.py:mcp --transport http --host 127.0.0.1 --port 8000
uvx fastmcp list http://127.0.0.1:8000/mcp --json
uvx fastmcp call http://127.0.0.1:8000/mcp echo text=hello --json
Cybara Integration
Once the server contract is stable:
- Add it through Cybara MCP configuration or the MCP UI.
- Confirm
tools/listreturns the expected tool names. - Call at least one real tool through Cybara before declaring integration complete.
Safety
- Validate paths and URLs before using them.
- Keep database examples read-only until explicitly approved.
- Never expose raw shell execution as a general MCP tool.
- Do not pass secrets as plain parameters unless the MCP client/server contract requires it; prefer env/config.
Signals
- GitHub stars
- 31
- Forks
- 9
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
fastmcp-metaspartan- Source
- github.com/metaspartan/cybara
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