fidelity-ai-workspace/scripts/mcp/aiw-context-mcp/README.md

AIW Context MCP

Read-only local Model Context Protocol server for AI Workspace context.

The server exposes bounded local evidence and canonical Markdown context to MCP clients. It does not capture traffic, send messages, mutate files, or promote memory.

HTTP transport

The service manager starts the HTTP transport by default:

python3 scripts/aiw/services.py start aiw-context-mcp --profile fidelity

Endpoint:

http://127.0.0.1:8765/mcp

Health:

http://127.0.0.1:8765/health

stdio transport

For clients that require stdio, launch:

python3 scripts/mcp/aiw-context-mcp/server.py --transport stdio

Tools

• context_profiles
• communication_latest
• communication_date_context
• communication_standup_context
• communication_channel_context
• communication_thread_context
• project_current_context
• project_search_memory
• photos_latest

All tools are read-only. Mattermost tools read ai/inbox/mattermost-mirror/; photo tools list local Photo Inbox files without embedding image data; project tools read canonical Markdown under project-knowledge/.

Mattermost latest/date/standup tools filter to the active profile's context channels by default. For Fidelity, that list lives in profiles/fidelity/context-sources.json. Pass explicit channels to override the profile list, or include_all_channels: true when broad unfiltered mirror evidence is intentionally needed.

Tests

python3 scripts/mcp/aiw-context-mcp/test_server.py