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feat: add AI Workspace context MCP configuration and enhance communication channel filtering in server

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This commit is contained in:
David Delagneau
2026-05-20 15:16:41 -06:00
parent d3e909d39e
commit cfd61bdee3
6 changed files with 109 additions and 9 deletions
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38
scripts/mcp/aiw-context-mcp/server.py
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@@ -70,6 +70,18 @@ def mattermost_mirror_dir(profile: str) -> Path:
return inbox_dir(profile) / "mattermost-mirror"
def profile_context_channels(profile: str, source: str = "mattermost") -> set[str]:
path = ROOT / "profiles" / profile / "context-sources.json"
if not path.is_file():
return set()
try:
config = json.loads(path.read_text(encoding="utf-8"))
except json.JSONDecodeError:
return set()
channels = (((config.get("communication_sources") or {}).get(source) or {}).get("context_channels") or [])
return {str(item).strip().lower() for item in channels if str(item).strip()}
def photo_inbox_dir(profile: str) -> Path:
configured = os.getenv("PHOTO_INBOX_DIR", "").strip()
if configured:
@@ -80,10 +92,17 @@ def photo_inbox_dir(profile: str) -> Path:
return Path.home() / "Pictures" / "Photo Inbox"
def parse_channels(raw: str | None) -> set[str]:
def parse_channels(raw: str | None, profile: str | None = None) -> set[str]:
if not raw:
raw = os.getenv("AIW_MATTERMOST_CONTEXT_CHANNELS", "") or os.getenv("AIW_MATTERMOST_PROJECT_CHANNELS", "")
return {item.strip().lower() for item in (raw or "").split(",") if item.strip()}
channels = {item.strip().lower() for item in (raw or "").split(",") if item.strip()}
if channels:
return channels
return profile_context_channels(profile or "fidelity") if profile else set()
def should_use_all_channels(args: dict[str, Any]) -> bool:
return bool(args.get("include_all_channels") or args.get("all_channels"))
def previous_workday(today: date) -> date:
@@ -171,15 +190,16 @@ def list_profiles(_: dict[str, Any]) -> dict[str, Any]:
def communication_latest(args: dict[str, Any]) -> dict[str, Any]:
profile = str(args.get("profile") or "fidelity")
limit = clamp_limit(args.get("limit"), default=50)
records = read_jsonl(mattermost_mirror_dir(profile) / "latest.jsonl", limit=limit)
return tool_result({"profile": profile, "source": "mattermost", "evidence_type": "communication", "canonical": False, "records": records})
channels = set() if should_use_all_channels(args) else parse_channels(args.get("channels"), profile=profile)
records = filter_channels(read_jsonl(mattermost_mirror_dir(profile) / "latest.jsonl", limit=None), channels)[-limit:]
return tool_result({"profile": profile, "source": "mattermost", "evidence_type": "communication", "canonical": False, "channel_scope": "all" if not channels else "profile", "channels": sorted(channels), "records": records})
def communication_date_context(args: dict[str, Any]) -> dict[str, Any]:
profile = str(args.get("profile") or "fidelity")
day = as_date(args.get("date"))
limit = clamp_limit(args.get("limit"), default=100)
channels = parse_channels(args.get("channels"))
channels = set() if should_use_all_channels(args) else parse_channels(args.get("channels"), profile=profile)
records = filter_channels(read_jsonl(daily_by_date_path(profile, day), limit=None), channels)[-limit:]
return tool_result({"profile": profile, "source": "mattermost", "date": day.isoformat(), "channels": sorted(channels), "records": records, "canonical": False})
@@ -189,7 +209,7 @@ def communication_standup_context(args: dict[str, Any]) -> dict[str, Any]:
today = as_date(args.get("today") or args.get("date"))
previous = previous_workday(today)
limit = clamp_limit(args.get("limit"), default=80)
channels = parse_channels(args.get("channels"))
channels = set() if should_use_all_channels(args) else parse_channels(args.get("channels"), profile=profile)
previous_records = filter_channels(read_jsonl(daily_by_date_path(profile, previous)), channels)[-limit:]
today_records = filter_channels(read_jsonl(daily_by_date_path(profile, today)), channels)[-limit:]
return tool_result({
@@ -277,9 +297,9 @@ def photos_latest(args: dict[str, Any]) -> dict[str, Any]:
TOOLS: dict[str, dict[str, Any]] = {
"context_profiles": {"handler": list_profiles, "description": "List AI Workspace project profiles.", "properties": {}},
"communication_latest": {"handler": communication_latest, "description": "Read bounded latest Mattermost mirror evidence.", "properties": {"profile": {"type": "string"}, "limit": {"type": "integer"}}},
"communication_date_context": {"handler": communication_date_context, "description": "Read Mattermost mirror evidence for one date, optionally filtered by channels.", "properties": {"profile": {"type": "string"}, "date": {"type": "string"}, "channels": {"type": "string"}, "limit": {"type": "integer"}}},
"communication_standup_context": {"handler": communication_standup_context, "description": "Read previous-workday and today Mattermost evidence for standup drafting.", "properties": {"profile": {"type": "string"}, "today": {"type": "string"}, "channels": {"type": "string"}, "limit": {"type": "integer"}}},
"communication_latest": {"handler": communication_latest, "description": "Read bounded latest Mattermost mirror evidence, filtered to the profile's context channels by default.", "properties": {"profile": {"type": "string"}, "channels": {"type": "string"}, "include_all_channels": {"type": "boolean"}, "limit": {"type": "integer"}}},
"communication_date_context": {"handler": communication_date_context, "description": "Read Mattermost mirror evidence for one date, filtered to profile context channels by default unless include_all_channels is true.", "properties": {"profile": {"type": "string"}, "date": {"type": "string"}, "channels": {"type": "string"}, "include_all_channels": {"type": "boolean"}, "limit": {"type": "integer"}}},
"communication_standup_context": {"handler": communication_standup_context, "description": "Read previous-workday and today Mattermost evidence for standup drafting, filtered to profile context channels by default.", "properties": {"profile": {"type": "string"}, "today": {"type": "string"}, "channels": {"type": "string"}, "include_all_channels": {"type": "boolean"}, "limit": {"type": "integer"}}},
"communication_channel_context": {"handler": communication_channel_context, "description": "Read Mattermost mirror evidence for a channel and date.", "properties": {"profile": {"type": "string"}, "channel": {"type": "string"}, "date": {"type": "string"}, "limit": {"type": "integer"}}},
"communication_thread_context": {"handler": communication_thread_context, "description": "Read Mattermost mirror evidence for a thread id.", "properties": {"profile": {"type": "string"}, "thread_id": {"type": "string"}, "limit": {"type": "integer"}}},
"project_current_context": {"handler": project_current_context, "description": "Read canonical current-work and work-items context.", "properties": {"profile": {"type": "string"}}},