lite-github-mcp-server by gsornsen - MCP Server

Lite GitHub MCP Server

Minimal, context-efficient MCP server for GitHub with a CLI-first approach.

Requirements

Python 3.10+
git, gh CLI installed (for later milestones)

Quickstart

# Install uv (https://github.com/astral-sh/uv)
# Then setup dev env
just setup

# Run tests
just test

# Run server
just run

# Format and lint
just fmt && just lint

Run with uvx (no local checkout required)

# One-off run of the MCP server from PyPI using uvx
uvx lite-github-mcp

# CLI client (tools introspection and tool calls)
uvx lite-github-mcp-cli tools
uvx lite-github-mcp-cli call gh.ping

Open WebUI integration (MCP)

With an MCP orchestrator (mcpo): point mcpo at the command uvx lite-github-mcp.

# Example mcpo config snippet
servers:
  github:
    command: ["uvx", "lite-github-mcp"]

Without mcpo: if your Open WebUI supports direct MCP command configuration, set it to uvx lite-github-mcp.

# Example: environment-driven configuration (adjust to your Open WebUI setup)
export MCP_SERVER_GITHUB_COMMAND="uvx lite-github-mcp"

Packaging and builds

Uses uv's build backend (uv_build) for PEP 517 builds, driven via uv build.
Dev dependencies are managed with [dependency-groups] and installed via uv sync --group dev.
Publishing is automated in GitHub Actions on Release creation.

Docker

just docker_build
just compose_up
# ... use it ...
just compose_down

Notes

Targets Python 3.10+; uvloop remains optional on Linux.
gh.ping and gh.whoami are available; whoami returns a minimal auth status.
For FastMCP concepts and up-to-date API details, see the MDX docs: https://github.com/jlowin/fastmcp/tree/main/docs

Observability (optional)

Structured JSON logging for tool calls (opt-in):

# Enable lightweight timing logs (one line per tool call)
LGMCP_LOG_JSON=1 just run
# or
LGMCP_LOG_JSON=1 uv run python -m lite_github_mcp.server

Emitted fields: tool, arg_keys, duration_ms, optional error.

Caching and ETag:

# Disk-backed cache using `diskcache` under XDG cache dir
# ETag-based conditional requests are enabled for GitHub REST via gh api
# Cache TTLs: lists=30s, meta=5m, blobs=1h
# Automatic rate-limit backoff with Retry-After respected (bounded retries)

Context budget checks:
- CI enforces budgets for the tool registry (bytes and token estimates)
- Local live test (schema-aware):

# Run only the marked context test and print a brief report
just test_context
# Or with pytest directly
uv run pytest -q -m context_budget -s

You’ll see a short report like:

Context budget (tool registry):
  minimal bytes: 1084 / 8192 (13.2%)
  full bytes:    5628 / 32768 (17.2%)
  tokens:        1407 / 4000 (35.2%)

CLI examples (paging and ranges)

# List tools
# Mono-tool by default; set multi-tool mode via env:
# LGMCP_MULTI_TOOLS=1 just cli_tools
just cli_tools

# Trees (limit, cursor)
just cli_call gh.file.tree '{"repo_path": ".", "ref": "HEAD", "limit": 3}'
# Use the returned next_cursor to fetch next page
just cli_call gh.file.tree '{"repo_path": ".", "ref": "HEAD", "limit": 3, "cursor": "<next>"}'

# Search (limit, cursor)
just cli_call gh.search.files '{"repo_path": ".", "pattern": "FastMCP", "limit": 2}'
# Restrict search to paths
just cli_call gh.search.files '{"repo_path": ".", "pattern": "TODO", "paths": ["src/", "docs/"]}'

# Blob ranges (offset, max_bytes)
just cli_call gh.file.blob '{"repo_path": ".", "blob_sha": "<sha>", "max_bytes": 128, "offset": 0}'

# PRs (ids-first, meta, timeline)
just cli_call gh.pr.list '{"repo": "gsornsen/lite-github-mcp-server", "state": "open", "limit": 10}'
just cli_call gh.pr.get '{"repo": "gsornsen/lite-github-mcp-server", "number": 3}'
just cli_call gh.pr.timeline '{"repo": "gsornsen/lite-github-mcp-server", "number": 3, "limit": 5}'