Intermediate

Python + FastAPI Stack

Build Python APIs with database access, documentation, testing, and deployment tools integrated in your editor.

5 servers33.5K tokens17% of context

Token Budget

33.5K used (16.7%)166.5K remaining

GitHub MCP10.3K (5.1%)

Docker MCP7.2K (3.6%)

Filesystem MCP5.7K (2.8%)

PostgreSQL MCP4.1K (2.1%)

Context7 MCP1.0K (0.5%)

Moderate token usage. You will have good room for prompts but watch if adding more servers.

Config

Paste in ~/.claude.json

json

{
  "mcpServers": {
    "github-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "YOUR_GITHUB_PERSONAL_ACCESS_TOKEN"
      }
    },
    "docker-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "docker-mcp"
      ]
    },
    "filesystem-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/path/to/allowed/directory"
      ]
    },
    "postgres-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres",
        "postgresql://localhost/mydb"
      ]
    },
    "context7-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}

Included Servers

PostgreSQL MCP

Anthropic

database

Query and interact with PostgreSQL databases, inspect schemas, and run SQL directly from your AI editor.

79.1k40.3k/wk4.1K tokens(2%)Official3d ago

FastAPI apps almost always use Postgres via SQLAlchemy or Tortoise. Query your database and inspect schemas without a separate tool.

Docker MCP

Community

devops

Manage Docker containers, images, volumes, and networks. Run, stop, inspect, and monitor containers from your AI editor.

448161/wk7.2K tokens(4%)1y ago

Python dependency management is notoriously fragile. Docker gives you reproducible environments from dev to production.

Context7 MCP

Upstash

documentation

Pull up-to-date documentation and code examples for any library directly into your prompt context using the Context7 API.

46.5k213.3k/wk1.0K tokens(0.5%)Official2d ago

FastAPI, Pydantic, and SQLAlchemy docs at your fingertips. These libraries have breaking changes between versions — current docs matter.

GitHub MCP

Anthropic

developer-tools

Access the GitHub API to manage repositories, issues, pull requests, branches, and workflows directly from your AI editor.

79.1k45.9k/wk10.3K tokens(5%)Official3d ago

Manage your API repo, CI workflows, and code reviews. Python projects benefit from PR-based review to catch type issues early.

Filesystem MCP

Anthropic

developer-tools

Read, write, search, and manage files on your local filesystem with secure directory-scoped access for your AI editor.

79.1k187.2k/wk5.7K tokens(3%)Official3d ago

Read config files, write generated code, and manage project structure. Essential for scaffolding FastAPI's route-heavy file layout.