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COA Goldfish MCP

by anortham
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TypeScript
MIT License
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COA Goldfish MCP (.NET)

Your development session's "flight recorder" - now with SQLite persistence and behavioral enforcement

๐Ÿ  What is Goldfish (.NET)?

Goldfish .NET is a crash-safe developer's work journal rebuilt from the ground up with:

  • SQLite Database - Fast, reliable persistence with Entity Framework Core

  • Behavioral Enforcement - AI agents guided to use tools correctly and consistently

  • Streamlined Architecture - 7 unified tools that work as a cohesive system

  • Global Workspace Support - Cross-project TODOs and plans

  • Optional API Sync - Enterprise-ready with offline-first design

  • 10x Performance - Faster data correlations and queries

๐Ÿš€ Installation

Method 1: Global .NET Tool (Recommended)

# Install as global .NET tool dotnet tool install -g COA.Goldfish # Add to Claude Code MCP configuration # Edit ~/.claude/settings.json:
{ "mcpServers": { "goldfish": { "type": "stdio", "command": "goldfish", "args": [], "env": {} } } }

Method 2: Local Development

# Clone and build git clone [repository-url] cd "COA Goldfish MCP/dotnet" dotnet build # Run directly dotnet run --project src/COA.Goldfish.McpServer # Or add to Claude Code with full path: # "command": "C:/path/to/COA Goldfish MCP/dotnet/src/COA.Goldfish.McpServer/bin/Debug/net9.0/COA.Goldfish.McpServer.exe"

๐Ÿ›  Core Tools (Streamlined Architecture)

Unified Smart Tools

Goldfish .NET provides 7 main tools that enforce a cohesive workflow:

1. mcp__goldfish__plan - Strategic Planning with Discovery Accumulation

  • Design features and create implementation roadmaps

  • Track discoveries and lessons learned during development

  • Generate TODO lists automatically from plans

  • Active Plan Concept - ONE active plan per workspace at a time

You: "Create a plan for implementing OAuth2 authentication" Goldfish: Creates structured plan with items, discoveries field, and optional TODO generation

2. mcp__goldfish__todo - Smart Task Management

  • Create and manage persistent TODO lists

  • Active List Concept - ONE active TODO list per workspace

  • Smart keyword resolution: "latest", "active", "current"

  • Automatic cleanup of completed/stale tasks

You: "Add urgent task to active list" Goldfish: Adds to your current active TODO list without needing exact IDs

3. mcp__goldfish__checkpoint - Session State Management

  • Save/restore complete work context with workspace detection

  • Automatic file tracking, git branch capture, session correlation

  • Behavioral Enforcement - AI agents guided to checkpoint regularly

You: "Save checkpoint: Completed JWT implementation with refresh tokens" Goldfish: Captures description, active files, git branch, session context

4. mcp__goldfish__standup - Cross-Tool Progress Summaries

  • Daily/weekly/project summaries across all workspaces

  • Enhanced Reporting - Correlates data from checkpoints, TODOs, plans

  • Timeline integration for comprehensive progress tracking

You: "Generate daily standup report" Goldfish: Shows yesterday's checkpoints, TODO progress, plan updates across all projects

5. mcp__goldfish__recall - Context Restoration

  • Quick access to recent memories and work context

  • Cross-tool search for finding past decisions and solutions

  • No parameters needed - just instant context restoration

You: "What was I working on?" Goldfish: Shows recent checkpoints, active TODOs, current plans

6. mcp__goldfish__chronicle - Decision and Progress Tracking

  • NEW - Replaces standalone Intel tool with integrated decision tracking

  • Auto-populated from other tools or manual entry creation

  • Chronological progress logging for audit trails

You: "Record decision: Using PostgreSQL over MongoDB for better transaction support" Goldfish: Creates chronicle entry with timestamp, links to related plans/TODOs

7. mcp__goldfish__workspace - Active Work State Management

  • NEW - Manages active plan and TODO list per workspace

  • Enforces the "ONE active item" concept for focused work

  • Cleanup orphaned work and validate workspace state

You: "Set active plan to user-authentication-plan" Goldfish: Makes this the active plan, deactivates others, validates workspace state

๐ŸŽฏ Key Improvements Over TypeScript Version

Behavioral Enforcement System

  • AI Agent Guidance - Tools work together as a system, not isolated commands

  • Active Work State - Enforces ONE active plan and TODO list per workspace

  • Automatic State Management - Prevents stale/orphaned work items

  • Workflow Validation - Ensures proper tool usage patterns

Performance & Architecture

  • SQLite + Entity Framework Core - 10x faster than JSON file operations

  • Structured Queries - Complex data correlations and cross-tool summaries

  • Transaction Safety - ACID compliance for data integrity

  • Automatic Migrations - Schema updates handled seamlessly

Enterprise Features

  • Optional API Sync - Sync data across teams/devices with offline-first design

  • Global Workspace - Cross-project TODO lists and plans using __global__ workspace

  • Audit Trails - Complete history via Chronicle entries

  • Backup & Recovery - Built-in database backup during migrations

๐Ÿ“Š Database Schema

Core Entities

public class WorkspaceState { public string WorkspaceId { get; set; } public string? ActivePlanId { get; set; } // ONE active plan public string? ActiveTodoListId { get; set; } // ONE active TODO list public DateTime LastActivity { get; set; } } public class Plan { public string Id { get; set; } public string WorkspaceId { get; set; } public string Title { get; set; } public string Description { get; set; } public PlanStatus Status { get; set; } // Draft, Active, Complete, Abandoned public List<string> Items { get; set; } public List<string> Discoveries { get; set; } // NEW - replaces Intel tool public DateTime CreatedAt { get; set; } } public class TodoList { public string Id { get; set; } public string WorkspaceId { get; set; } public string Title { get; set; } public bool IsActive { get; set; } // Active list concept public List<TodoItem> Items { get; set; } public DateTime CreatedAt { get; set; } } public class ChronicleEntry // NEW - Decision tracking { public string Id { get; set; } public string WorkspaceId { get; set; } public DateTime Timestamp { get; set; } public ChronicleEntryType Type { get; set; } // Decision, Milestone, Issue, Resolution public string Description { get; set; } public string? RelatedPlanId { get; set; } // Link to plans public string? RelatedTodoId { get; set; } // Link to TODOs }

๐Ÿ”ง Configuration

Database Location

# Default: ~/.coa/goldfish/goldfish.db # Override with connection string: export GOLDFISH_DATABASE_CONNECTION_STRING="Data Source=/custom/path/goldfish.db" # Or set base path (goldfish.db will be created there): export COA_GOLDFISH_BASE_PATH="/custom/goldfish/storage"

API Sync (Optional)

{ "Goldfish": { "Sync": { "Enabled": true, "ApiUrl": "https://your-goldfish-api.com", "ApiKey": "your-api-key" } } }

Behavioral Enforcement Levels

{ "Goldfish": { "Enforcement": { "Level": "StronglyUrge", // None, Suggest, StronglyUrge, Require "RequireActiveWork": true, "AutoCleanupDays": 7 } } }

๐Ÿš€ Usage Examples

Morning Workflow

You: "What's my current work state?" Goldfish: - Active Plan: "User Authentication System" (3/7 items complete) - Active TODO: "API Endpoints" (2 pending tasks) - Last Checkpoint: "JWT validation complete" (yesterday 4:30 PM)

Strategic Planning

You: "Create plan for database migration to PostgreSQL" Goldfish: Creates plan with structured items, then asks: "Would you like me to generate a TODO list from this plan?" You: "Yes, create TODO list" Goldfish: - Creates TODO list with plan items - Sets as active TODO list - Links plan and TODO list in database

Cross-Workspace Reporting

You: "Generate weekly standup across all projects" Goldfish: ## Weekly Standup (Sept 2-8, 2025) **Completed Across All Projects:** - goldfish-mcp: Migration to .NET complete (23 checkpoints) - api-project: OAuth2 integration (15 checkpoints) - client-portal: UI redesign phase 1 (8 checkpoints) **Active Work:** - 3 active plans across projects - 12 pending TODO items - Next: API testing and deployment

Decision Tracking

You: "Record decision: Using Entity Framework Core over Dapper for better migration support" Goldfish: Creates chronicle entry linked to current active plan, searchable in future

๐Ÿงช Development & Testing

# Run all tests dotnet test # Run specific test project dotnet test tests/COA.Goldfish.McpServer.Tests/ dotnet test tests/COA.Goldfish.IntegrationTests/ # Development with hot reload dotnet watch run --project src/COA.Goldfish.McpServer # Database migrations dotnet ef migrations add NewMigration --project src/COA.Goldfish.McpServer dotnet ef database update --project src/COA.Goldfish.McpServer

๐Ÿ“ฆ Migration from TypeScript Version

If you have existing TypeScript Goldfish data:

# Run migration tool (will scan ~/.coa/goldfish automatically) cd dotnet dotnet run --project src/COA.Goldfish.Migration # Or specify custom paths: dotnet run --project src/COA.Goldfish.Migration -- "/custom/json/path" "Data Source=/custom/db/path"

Note: Migration preserves all checkpoints, TODO lists, and plans while converting them to the new SQLite schema.

๐ŸŽฏ Behavioral Philosophy

Active Work Concept

  • ONE active plan per workspace - Enforces focused strategic work

  • ONE active TODO list per workspace - Prevents task fragmentation

  • Automatic cleanup - Stale work items are automatically archived

  • AI agent guidance - Built-in templates encourage proper usage patterns

Tool Priorities for AI Agents

  1. Plan (90) - Strategic thinking first

  2. Todo (95) - Task management

  3. Checkpoint (100) - Session persistence

  4. Standup (85) - Progress reporting

  5. Recall (80) - Context restoration

  6. Chronicle (75) - Decision tracking

  7. Workspace (70) - State management

๐Ÿ— Architecture Overview

src/ โ”œโ”€โ”€ COA.Goldfish.McpServer/ # Main MCP server โ”‚ โ”œโ”€โ”€ Program.cs # Entry point with behavioral enforcement โ”‚ โ”œโ”€โ”€ Models/ # EF Core entities โ”‚ โ”œโ”€โ”€ Services/ # Business logic layer โ”‚ โ”‚ โ”œโ”€โ”€ Storage/ # Database context and services โ”‚ โ”‚ โ”œโ”€โ”€ WorkspaceService.cs # Workspace state management โ”‚ โ”‚ โ””โ”€โ”€ SyncService.cs # Optional API sync โ”‚ โ”œโ”€โ”€ Tools/ # 7 MCP tools โ”‚ โ””โ”€โ”€ Templates/ # Behavioral adoption templates โ””โ”€โ”€ COA.Goldfish.Migration/ # Data migration from TypeScript

๐Ÿš€ Deployment

Global Tool Package

# Build and pack dotnet pack src/COA.Goldfish.McpServer -c Release # Install locally for testing dotnet tool install -g COA.Goldfish --add-source ./src/COA.Goldfish.McpServer/bin/Release # Publish to NuGet (when ready) dotnet nuget push COA.Goldfish.*.nupkg --api-key YOUR_API_KEY --source https://api.nuget.org/v3/index.json

Container Deployment (API Sync Server)

FROM mcr.microsoft.com/dotnet/aspnet:9.0 COPY . /app WORKDIR /app EXPOSE 80 ENTRYPOINT ["dotnet", "COA.Goldfish.McpServer.dll"]

๐Ÿ“„ License

MIT License - Build amazing workflows with structured persistence!

Ready to upgrade? The .NET version provides everything the TypeScript version offered, plus enterprise features, better performance, and AI agent behavioral enforcement for more productive development sessions.

Deploy Server
-
security - not tested
A
license - permissive license
-
quality - not tested

How are these scores calculated?

hybrid server

The server is able to function both locally and remotely, depending on the configuration or use case.

Tools

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A lightweight short-term memory MCP server that automatically stores and recalls working context, session state, and task progress for AI agents. Memories auto-expire after 24 hours and integrate seamlessly with workspace-aware storage across multiple projects.

  1. ๐Ÿ  What is Goldfish (.NET)?
    1. ๐Ÿš€ Installation
      1. Method 1: Global .NET Tool (Recommended)
      2. Method 2: Local Development
    2. ๐Ÿ›  Core Tools (Streamlined Architecture)
      1. Unified Smart Tools
    3. ๐ŸŽฏ Key Improvements Over TypeScript Version
      1. Behavioral Enforcement System
      2. Performance & Architecture
      3. Enterprise Features
    4. ๐Ÿ“Š Database Schema
      1. Core Entities
    5. ๐Ÿ”ง Configuration
      1. Database Location
      2. API Sync (Optional)
      3. Behavioral Enforcement Levels
    6. ๐Ÿš€ Usage Examples
      1. Morning Workflow
      2. Strategic Planning
      3. Cross-Workspace Reporting
      4. Decision Tracking
    7. ๐Ÿงช Development & Testing
      1. ๐Ÿ“ฆ Migration from TypeScript Version
        1. ๐ŸŽฏ Behavioral Philosophy
          1. Active Work Concept
          2. Tool Priorities for AI Agents
        2. ๐Ÿ— Architecture Overview
          1. ๐Ÿš€ Deployment
            1. Global Tool Package
            2. Container Deployment (API Sync Server)
          2. ๐Ÿ“„ License

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