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engineering-board MCP server

A zero-dependency Model Context Protocol server that exposes the engineering-board plugin's markdown board as MCP tools. It lets any MCP client (Claude Code, Claude Desktop, ...) scaffold boards, create/list/update entries, preview and promote scratch findings, manage stable pattern identities, rank provenance-linked clusters, preserve durable root-cause hypotheses and rejected-claim memory, and claim/release entry locks: all against the exact on-disk format the plugin's hooks and skills expect.

Design constraints

  • Pure python3, zero third-party dependencies. No mcp pip SDK, no pydantic. The MCP stdio/JSON-RPC protocol is implemented directly, so the server runs under the same bash + python3 + coreutils toolchain as the rest of the plugin (CI has no install step).
  • Transport: stdio, JSON-RPC 2.0, newline-delimited messages, protocolVersion 2025-06-18. Only JSON-RPC messages go to stdout. diagnostics go to stderr.
  • Locking is not reimplemented: board_claim / board_release shell out to the plugin's existing hooks/scripts/board-claim-acquire.sh / board-claim-release.sh.
  • Timestamps are real UTC ISO-8601 (second precision) via datetime.now(timezone.utc).

The board location for a project is resolved via engineering-board/BOARD-ROUTER.md (then the pre-1.1.0 docs/boards/BOARD-ROUTER.md compat path), falling back to engineering-board/<project>/. The repo root defaults to $CLAUDE_PROJECT_DIR, then the current working directory, and can be overridden per-call with a root argument.

Tools

Tool What it does
board_init Scaffold a project board (router row, BOARD.md, ARCHIVE.md, five entry subdirs and hypotheses/, each with .gitkeep). Idempotent: never clobbers. Optional agents_md (default true) writes a marker-fenced usage block into the repo's AGENTS.md for hook-less agents.
board_list_projects List projects from BOARD-ROUTER.md (id, path, affects prefix).
board_create_entry Create a valid entry (bug/feature/question/observation/learning) with correct frontmatter + required body sections, allocate the next zero-padded id, rebuild the index. Output passes board-validate-entry.sh. Optional parent links a subtask to an existing entry.
board_list_entries List entries with parsed frontmatter. filters: project, type, status, needs, ready. ready: true is the deterministic ready queue: open entries whose existing blocked_by targets are all resolved (dangling ids warn, never block).
board_get_entry Full markdown of one entry by id (+ parsed frontmatter).
board_update_entry Update frontmatter (status, needs, priority, blocked_by, parent) and/or append a body section. validate the status transition. rebuild the index. Optional comment: {author, text} appends a server-timestamped line to the entry's ## Comments section.
board_graph Build the deterministic typed graph from canonical entry and P### pattern Markdown, write GRAPH.yml, and reuse only a source-equivalent disposable cache. full: true bypasses the cache.
board_insights Rank graph clusters with transparent score components and return linked H### and rejected negative-memory references. The score is investigation priority, not causal confidence.
board_hypotheses List H### records or preview/apply propose, evaluate, reopen, split, and merge operations. Mutations require an unchanged self-contained plan token and cited evidence.
board_patterns List canonical pattern records or preview/apply create, alias, assign, and correction operations. Every mutation requires the unchanged content-bound plan id.
board_promote_findings Preview or apply captured scratch findings with typed created/deduplicated/rejected/already-applied outcomes, durable provenance, and idempotent receipts.
board_rebuild Deterministically regenerate BOARD.md from entry files (P0 to P3 ordering, ⊘ Q### when blocked, child rows under parents, resolved omitted). Idempotent.
board_capture_finding Append a finding to the scratch inbox _sessions/mcp-<UTC-date>.md.
board_claim Acquire an entry lock (shells out to board-claim-acquire.sh. 0=acquired, 1=contended, 2=stale).
board_release Release an entry lock (shells out to board-claim-release.sh. 0=released, 3=owner mismatch/missing, 4=retries exhausted).
board_remember Save a durable insight straight to learnings/L###-<slug>.md (source: remember) and rebuild the index: explicit intent bypasses the curator's recurrence-≥3 threshold.
board_status Overview: per-type open counts, in_progress ids, blocked ids, the ready queue (capped at 20) with dangling-blocker warnings, un-promoted scratch count.

All 17 tools use the same canonical Markdown format. Pattern, promotion, graph, ranking, and hypothesis behavior delegates to the same zero-dependency core used by the plugin.

Configuration

The server is published to PyPI as engineering-board-mcp (available with the v1.7.0 release), so the primary install is one uvx line: no clone, no absolute path. The clone path still works everywhere and is the fallback.

Note (PyPI installs): board_claim / board_release shell out to the plugin's hooks/scripts/board-claim-*.sh, which the PyPI package does not ship. on a PyPI install those two tools return a clean error unless the plugin (or a repo clone) is present. All other tools are self-contained.

Claude Code (CLI)

# primary — uvx (available with the v1.7.0 release)
claude mcp add engineering-board -- uvx engineering-board-mcp

Fallback: run from a clone:

git clone https://github.com/GhostlyGawd/engineering-board
claude mcp add engineering-board -- python3 "$(pwd)/engineering-board/mcp-server/engineering_board_mcp.py"

Codex CLI

Add to ~/.codex/config.toml:

[mcp_servers.engineering-board]
command = "uvx"
args = ["engineering-board-mcp"]

Or one line: codex mcp add engineering-board -- uvx engineering-board-mcp.

Gemini CLI

Add to ~/.gemini/settings.json (or per-project .gemini/settings.json):

{
  "mcpServers": {
    "engineering-board": {
      "command": "uvx",
      "args": ["engineering-board-mcp"]
    }
  }
}

Or one line: gemini mcp add engineering-board uvx engineering-board-mcp.

Cursor

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json in the project:

{
  "mcpServers": {
    "engineering-board": {
      "command": "uvx",
      "args": ["engineering-board-mcp"]
    }
  }
}

Claude Desktop

Add to claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "engineering-board": {
      "command": "uvx",
      "args": ["engineering-board-mcp"]
    }
  }
}

(Clone fallback: "command": "python3", "args": ["/abs/path/to/engineering-board/mcp-server/engineering_board_mcp.py"].)

Bundled with the plugin (automatic)

Installing the engineering-board plugin auto-registers this server via the repo-root .mcp.json, which resolves the script through ${CLAUDE_PLUGIN_ROOT}:

{
  "mcpServers": {
    "engineering-board": {
      "command": "python3",
      "args": ["${CLAUDE_PLUGIN_ROOT}/mcp-server/engineering_board_mcp.py"]
    }
  }
}

No separate install step is needed when the plugin is installed.

Distribution channels

The server ships from this repo tree (it shells out to sibling hooks/scripts/board-claim-*.sh for locking. every other tool is self-contained). Beyond cloning the repo, the packaged channels:

  • PyPI (engineering-board-mcp): the uvx one-liner above. Published from v1.7.0 by the release workflow via PyPI trusted publishing (OIDC, no stored secret). pyproject.toml is the package manifest.
  • MCP bundle (.mcpb): bash mcp-server/build-mcpb.sh produces dist/engineering-board-mcp.mcpb, a self-contained bundle (server + the hook scripts it calls + manifest.json) for one-click install in MCP-bundle-aware clients. The bundle is a release asset, not committed source.
  • MCP Registry: live: published as io.github.GhostlyGawd/engineering-board. server.json is the registry manifest, pointing at the .mcpb release asset. Listings auto-syndicate to PulseMCP / Glama / mcp.so.
  • Smithery: smithery.yaml describes the stdio launch for smithery mcp publish.

server.json, manifest.json, and smithery.yaml are version-locked to plugin.json and validated by the MCP test suite so they cannot silently drift.

Multi-client: two clients, one board

Driving the same board from two MCP clients simultaneously (e.g. Claude Code and Claude Desktop) is supported and CI-proven (eb-self Q001): the test suite spawns two independent server processes on one board and races them for the same entry's claim: exactly one acquires (exit_code 0), the other sees clean contention (exit_code 1), and after the winner releases, the loser can acquire. Canonical reads hit the same committed Markdown. The graph accelerator is disposable, source-fingerprinted, and ignored by Git. stale or corrupt cache state falls back to a full rebuild. Locking is the plugin's atomic mkdir claim protocol. Use distinct session_ids per client (each client's claims are owned by its session id).

Tests

bash mcp-server/run-tests.sh

test_mcp_server.py (pure python3, no deps) runs two suites:

  1. A real end-to-end stdio session: spawns the server as a subprocess and drives initialize to notifications/initialized to tools/list to several tools/call, asserting on the JSON-RPC responses (including -32601/-32602 error paths).
  2. A full board lifecycle in a temp repo: board_init to board_create_entry (bug + question + feature + learning) to board_list_entries to board_update_entry to board_rebuild to board_status to board_capture_finding to board_claim / board_release, asserting every created file passes the real hooks/scripts/board-validate-entry.sh.

Exit 0 on all-pass. non-zero with detail on the first failure.

Notes

  • The server never writes to stdout except JSON-RPC responses (a hard MCP requirement).
  • Entry filenames are <ID>-<kebab-slug>.md (e.g. B001-export-drops-final-row.md).
  • board_create_entry and board_update_entry rebuild BOARD.md as their final step so a freshly written entry's id is always present in the index (which board-validate-entry.sh checks).

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