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MCP Server

tpc-server

tpc-server

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3/3/2026
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README Documentation

TPC Server

Verified on MseeP

A Node.js/Express API for AI-human collaboration, starting with JSON file storage for thoughts and plans.

Setup and Usage

  1. Install dependencies: npm install
  2. Start the server: node server.js
  3. The server runs on http://localhost:3000

Changelog

See CHANGELOG.md for detailed release notes.

Testing

Run npm test to execute Jest tests verifying the endpoint functionality. Run npx playwright test for E2E UI tests.

Project Structure

  • server.js: Main Express server with modular structure (db/, routes/, middleware/).
  • mcp-server.js: MCP server for AI clients (stdio transport). Run with npm run mcp.
  • data/tpc.db: SQLite database for persistent storage of thoughts and plans.
  • tests/: Test files (Jest unit tests, MCP tests).
  • public/: Static single-page UI.

Usage Examples

REST API
  • Retrieve all thoughts: curl http://localhost:3000/thoughts
  • Retrieve all plans: curl http://localhost:3000/plans
  • Create a thought: curl -X POST http://localhost:3000/thoughts -H "Content-Type: application/json" -d '{"content": "My thought"}'
  • Create a plan: curl -X POST http://localhost:3000/plans -H "Content-Type: application/json" -d '{"title": "My Plan", "description": "Plan details"}'
  • Update plan status: curl -X PATCH http://localhost:3000/plans/1 -H "Content-Type: application/json" -d '{"status": "in_progress"}'
  • Search across plans/thoughts: curl "http://localhost:3000/search?q=AI&type=plans&tags=urgent&limit=5"
  • Add tags to a plan: curl -X PATCH http://localhost:3000/plans/1/tags -H "Content-Type: application/json" -d '{"tag": "ai"}' (appends) or {"tags": ["ai", "urgent"]} (replaces)
  • Filter plans by tags: curl "http://localhost:3000/plans?tags=ai,urgent"
  • View UI: Visit http://localhost:3000/index.html after starting the server.
MCP Server
  • Start MCP server: npm run mcp
  • Connects via stdio — configure your MCP client to use this
  • Available tools: list_plans, get_plan, create_plan, update_plan, list_thoughts, create_thought, search_thoughts, get_context
  • Available resources: tpc://plans, tpc://thoughts, tpc://context

Features

  • MCP Server: Full MCP protocol implementation for AI clients. Run with npm run mcp (stdio transport).
  • Modular server architecture: Organized into db/, routes/, and middleware/ for maintainable API development.
  • SQLite persistence: Single data/tpc.db for thoughts and plans with idempotent schema migrations.
  • Comprehensive testing: Jest for unit tests (endpoints, validation, integrations) and Playwright for E2E UI tests (rendering, interactions).
  • AI collaboration focus: Endpoints like /context aggregate data for agent memory; supports human edits with review flags.
  • Rich text support: Plan descriptions accept and display Markdown formatting (bold, lists, etc.) in the UI using marked.js.
  • Search and organization: Full-text search API (/search?q=) with type/tags/limit filters; UI search input and tag-based filtering/editing.
  • Tagging system: Add/edit/filter tags on plans/thoughts via API/UI for better categorization (e.g., ['ai', 'urgent']).

v2.7 - Search and Organization

Features Implemented

  • Full-text search endpoint (GET /search?q=<query>) with optional ?type=plans|thoughts, ?tags=tag1,tag2, ?limit=N for targeted results.
  • Tagging system: tags column (JSON array) on plans/thoughts tables; manage via POST/PUT/PATCH /plans/:id/tags (and for thoughts).
  • Tag filtering: ?tags=ai,urgent (AND logic) on list endpoints (/plans, /thoughts, /search).
  • Enhanced /context with ?search=<query> to filter aggregated data.
  • UI: Global search input, tag editing in details, tag filtering dropdowns in lists.

Usage

  • API search: curl "http://localhost:3000/search?q=collaboration&type=plans&tags=ai"
  • Tag a plan: curl -X PATCH http://localhost:3000/plans/1/tags -H "Content-Type: application/json" -d '{"tags": ["ai", "urgent"]}' (replace) or {"tag": "new"} (append).
  • Filter by tags: curl "http://localhost:3000/plans?tags=ai,urgent"
  • UI: Enter query in search box; click tags to edit/filter in plan/thought views.

Notable Changes

  • Schema addition: tags TEXT column (default '[]') to plans/thoughts tables; backward compatible migration with backfill.
  • New route: /search for unified querying.
  • Builds on v2.6 Markdown support and modular structure.

Quick Actions

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Key Features

Model Context Protocol
Secure Communication
Real-time Updates
Open Source

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