mcp-server-chart (monorepo)

A monorepo hosting several Model Context Protocol (MCP) servers:

apps/ts-server is the original AntV @antv/mcp-server-chart. apps/py-server is a Python/FastMCP chart sibling, managed with Poetry. apps/aws-mcp-server is an AWS ECS MCP server scaffold (FastMCP + boto3).

Layout

.
├── apps/
│   ├── ts-server/        # TypeScript MCP server (npm workspace)
│   ├── py-server/        # Python chart MCP server (Poetry)
│   └── aws-mcp-server/   # AWS ECS MCP server (Poetry, FastMCP + boto3)
├── package.json          # workspace root + cross-app scripts
├── .husky/               # git hooks (run at repo root)
└── .github/workflows/    # CI: ts-server + py-server + aws-server jobs

Related MCP server: @tscafejr/mcp

Prerequisites

• Node.js >=18 (for apps/ts-server)

• Python >=3.10 and Poetry (for apps/py-server)

Setup

# TypeScript workspace (installs apps/ts-server deps + git hooks)
npm install

# Python app
npm run py:install        # -> poetry -C apps/py-server install

Common tasks

Run from the repo root:

Each app can also be used directly from its own directory — see the per-app READMEs linked above.

Connecting ts-server to aws-mcp-server

ts-server can discover a running aws-mcp-server over the network (opt-in):

# 1. Start the ECS server on a port (Streamable HTTP at /mcp)
npm run aws:start:http                       # -> http://127.0.0.1:8123/mcp

# 2. Point ts-server at it; on startup it connects, lists the ECS tools, and logs them
npm run ts:build
AWS_MCP_SERVER_URL=http://127.0.0.1:8123/mcp node apps/ts-server/build/index.js -t streamable
# -> "Connected to aws-mcp-server at http://127.0.0.1:8123/mcp; tools: containerize_app, build_and_push_image_to_ecr"

Configure the target with AWS_MCP_SERVER_URL, or just AWS_MCP_SERVER_PORT (host defaults to 127.0.0.1, path /mcp). If unset, ts-server skips the connection entirely; if the AWS server is down, ts-server logs a warning and keeps serving charts.

License

MIT

The monorepo conversion is complete and verified. Here's the summary.

What changed

Layout (apps/ split, as chosen): mcp-server-chart/ ├── apps/ │ ├── ts-server/ ← existing AntV TypeScript server (moved here, git history preserved) │ └── py-server/ ← new Python MCP server (Poetry + FastMCP) ├── package.json ← npm-workspace root + cross-app scripts ├── README.md ← new monorepo README (old one → apps/ts-server/README.md) ├── .husky/ ← git hooks stay at repo root ├── .gitignore ← added Python ignores └── .github/workflows/ ← build.yml now has ts-server + py-server jobs; release.yml paths fixed

ts-server: all TS files git mv'd in (97 renames, history intact). Removed the workspace-level husky/lint-staged (now at root); prepare → prepack so publishing still builds.

py-server (Poetry, PEP 621 pyproject, poetry check passes):

• chart_py/server.py — FastMCP server with an example generate_line_chart tool that posts an AntV spec to VIS_REQUEST_SERVER; extend via register_tools.

• tests/ (pytest), console entry point chart-py, ruff configured.

Root scripts (run from repo root): npm run ts:build / ts:test / start, and py:install / py:start / py:test / py:lint (delegating to poetry -C apps/py-server)

AWS MCP

Dependencies added (the ones main.py needs): fastmcp (its from fastmcp import FastMCP) and boto3 (ECS/AWS work), plus dev: pytest, pytest-asyncio, ruff, boto3-stubs.

Entry point — main() (already had the if name == "main" guard) wired as a console script: [project.scripts] aws-mcp-server = "awslabs.aws_mcp_server.main:main"

Stubs made it runnable, not just importable: register_module/register_proxy/get_config/secure_tool are safe no-ops/pass-throughs (they run at import time when main.py builds the server), while the actual tool functions (create_infrastructure, build_and_push_image_to_ecr, delete_infrastructure, delete_app) raise NotImplementedError when called — that's your TODO surface.

Monorepo wiring: root npm run aws:install | aws:start | aws:test | aws:lint, a aws-server CI job in build.yml, a lint-staged glob, and README table/layout entries.

check the Start the server, then query it with the Inspector's CLI — this is the exact command I just ran successfully: npm run aws:start:http # in one terminal

in another:

npx @modelcontextprotocol/inspector --cli http://127.0.0.1:8123/mcp --transport http --method tools/list

call a tool:

npx @modelcontextprotocol/inspector --cli http://127.0.0.1:8123/mcp --transport http
--method tools/call --tool-name containerize_app --tool-arg app_path=/path/to/app port=8080

1.run npm install to run nodemodules in the root 2.compile frontend and run a.npm run ts:build b.npm run ts:start or node apps/ts-server/build/index.js -t streamable -p 1122 3.start the backend a.npm run aws:start:http