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by sthayaparan
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

simple-mcp-server

Streamable HTTP Member MCP Server (FastAPI + FastMCP) with 10 in-memory members.

Tools: get_all_users, get_user_by_name, get_user_by_email

Setup

uv sync

Related MCP server: mcp-lab

Run

scripts\start.ps1    # Windows (stop: scripts\stop.ps1)
./scripts/start.sh   # Linux   (stop: ./scripts/stop.sh)

Or in the foreground: uv run uvicorn member_mcp.main:app --port 8000

  • MCP endpoint: http://127.0.0.1:8000/mcp

  • Health check: http://127.0.0.1:8000/health

Connect from Claude Code

claude mcp add --transport http members http://127.0.0.1:8000/mcp

Agent console

Console agent that answers member questions using an OpenRouter LLM (openai/gpt-oss-120b) and the MCP tools.

  1. Copy .env.example to .env and set OPENROUTER_API_KEY

  2. Start the server (above)

  3. Run the agent:

scripts\start-agent.ps1    # Windows, opens a new console (stop: scripts\stop-agent.ps1)
./scripts/start-agent.sh   # Linux, runs in this terminal (stop: ./scripts/stop-agent.sh)

Or directly: uv run python -m agent. Type exit to quit. The conversation history is appended to context_history.txt.

Test and lint

uv run pytest
uv run pylint src tests

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

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