Overwatch AIO — MCP Server & Agent Skill

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An Overwatch MCP server and standalone agent skill for hero meta, public player statistics, evidenced rankers, replay codes, official patch notes, and OWCS Korea esports data. Both interfaces share ten queries, validation, and a SQLite store. Results preserve source URLs, observation dates, applied filters, and evidence.

Built with Python 3.11+ and uv. Choose the skill, MCP, or both. Data is fetched on request; no scheduled collector is started.

Download releases · Distribution and registry guide

Choose an interface

The skill runs its CLI independently. MCP does not require a skill installation. There is no automatic switching or duplicate execution.

Install the skill

Use the skills CLI for a project installation:

npx skills add BK927/overwatch-aio --skill overwatch-aio-skill --agent codex

Add --global for a personal installation. Python and uv are needed for queries; Node.js is only needed for this installer. Use the skill directory reported by the installer.

Alternatively, ask Codex's Skill Installer:

Install the skill at the root of BK927/overwatch-aio as overwatch-aio-skill. Use the specified commit if I provide one.

For a pinned installation, use its script with your local Codex skills path:

python <Codex skills>/.system/skill-installer/scripts/install-skill-from-github.py --repo BK927/overwatch-aio --path . --name overwatch-aio-skill --ref <commit-SHA>
uv sync --frozen --no-dev --project "<installed-skill-directory>"

The Skill Installer's default personal directory is ~/.codex/skills/overwatch-aio-skill. Invoke $overwatch-aio-skill or ask an Overwatch data question. Your database, caches, and development environment are not distributed.

Example requests:

• “Compare Reinhardt and Ramattra in Asia Master, with sources and the actual data period.”

• “Show Korea-specific data if available, and distinguish it from Asia data.”

• “Find Reinhardt replays linked to evidenced Korean players and show their playback verification.”

• “Explain Reinhardt's latest patch changes alongside OWCS Korea data.”

Install the MCP server

MCPB-compatible clients supporting the UV runtime (manifest 0.4) can install the .mcpb file from a GitHub release. Dependencies are prepared at first launch. The source installation below works with clients using ordinary stdio or Streamable HTTP configuration.

Clone the repository or use an installed skill directory. Replace <project-directory> with its absolute path:

git clone https://github.com/BK927/overwatch-aio.git
uv sync --frozen --no-dev --extra mcp --project "<project-directory>"
uv run --frozen --no-dev --extra mcp --project "<project-directory>" overwatch-aio-mcp serve

The default transport is stdio. Use the MCP JSON example or Codex TOML example. Codex also accepts:

codex mcp add overwatch-aio -- uv run --frozen --no-dev --extra mcp --project "<project-directory>" overwatch-aio-mcp serve

For Streamable HTTP, start the server and connect to http://127.0.0.1:8765/mcp:

uv run --frozen --no-dev --extra mcp --project "<project-directory>" overwatch-aio-mcp serve --transport streamable-http

--host and --port change the listen address. The default is local-only 127.0.0.1:8765. The server has no built-in authentication; public hosting requires separate authentication and TLS. See the official Codex MCP guide for client configuration.

Keep --extra mcp in MCP launch commands and in uv sync commands for environments used by MCP. A plain uv sync can remove optional dependencies. The skill command stays unchanged.

Available tools

Both interfaces publish the same input/output schemas. MCP returns the result as structuredContent and JSON text. Only status=error sets isError=true; empty, stale, and partial results retain their quality status and warnings. overwatch-aio-mcp schema exports the contracts. Use the local curation CLI for evidence writes.

Direct CLI queries

uv run --frozen --no-dev --project "<skill-directory>" overwatch-aio-skill query ow_status
uv run --frozen --no-dev --project "<skill-directory>" overwatch-aio-skill query ow_meta --input-file "<filters.json>"
uv run --frozen --no-dev --project "<skill-directory>" overwatch-aio-skill schema

Example filters.json:

{"heroes":["reinhardt","ramattra"],"region":"ASIA","tier":"MASTER"}

Omitting the file supplies {}; --input-file - reads stdin. UTF-8 and UTF-8 BOM are supported. Stdout contains one JSON object; diagnostics go to stderr. Exit codes are 0 for ok/empty/stale/partial, 1 for execution failure, and 2 for invalid input. Inspect status and warnings. The query guide provides more examples in Korean.

Data storage and compatibility

DB selection is --db → OW_DB_PATH → ~/.overwatch-aio-skill/overwatch.db. The default is shared by processes running as the same user, independently of installation directories. Use absolute paths for existing records. Place --db after the executable name, before query or serve.

Existing caches, meta observations, players, replays, and manual evidence remain readable. SQLite WAL and transactions support concurrent skill writes and MCP reads. The old collection_jobs table is preserved but unused. There is no automatic database move or deletion. History contains observations made on request; unobserved periods are not backfilled. Cached responses do not create new observations. Replay recheck flags from invalidation notices update when patches are queried. HTTP cache retention is bounded to 256 entries, 64 MiB, and seven days.

The repository is BK927/overwatch-aio; the Python distribution and skill remain overwatch-aio-skill. Existing skill commands work unchanged. Older MCP users can keep overwatch-aio-mcp serve after updating their path and adding --extra mcp. Point --db at the old data/overwatch.db explicitly if needed.

Sources and limits

Sources include OverFast, Blizzard hero statistics and patch notes, OWTICS, OWReplays, and OWCS Korea releases. Requests to these services can include query filters and public player identifiers needed for the selected operation.

• ASIA does not establish a Korean match server. OWTICS KOREA is a provider grouping.

• Rankers cover the evidenced local registry, not a complete live Top 500 list.

• Public replay codes do not prove playability. Playback evidence is recorded by an operator; the game client is not controlled.

• Private profiles are not accessed. Missing statistics and explicit privacy are distinguished.

• Hero rates use percentages from 0–100. No invented matchup win rates. Esports metrics stay separate from ranked statistics.

• Source changes, rate limits, and parsing failures remain visible. Public refreshes do not overwrite manual identity or playback evidence.

Development and verification

uv sync --locked --extra dev
uv run --frozen --extra dev ruff check src tests scripts
uv run --frozen --extra dev ruff format --check src tests scripts
uv run --frozen --extra dev python scripts/validate_skill.py
uv run --frozen --extra dev pytest -q
uv sync --locked --extra dev --extra mcp
uv run --frozen --extra dev --extra mcp pytest -q
uv build

CI covers Windows/Linux × Python 3.11/3.13 × skill-only/MCP installations. It checks dependency isolation, shared contracts, real stdio/HTTP connections and shutdown, and shared DB access. Live upstream checks are separate and opt-in:

uv run --frozen --no-dev python scripts/live_smoke.py --output docs/live-verification.json

Implementation specification · Verification record · Source contracts · SQLite schema