🏛️ Foundation

The unified MCP server for AI-assisted development.

Three pillars from Asimov's Foundation universe, working together:

One install. One config. 41 tools.

Quick Start

# Install
npm install -g @sashabogi/foundation

# Setup wizard (configure providers)
foundation init

# Add to Claude Code
foundation mcp install

Restart Claude Code. Foundation is now available.

Modules

🤖 Demerzel: Codebase Intelligence

"I have been watching for 20,000 years."

Named after R. Daneel Olivaw/Demerzel - the robot who guided humanity across millennia with perfect memory and silent observation.

# Create a snapshot of your codebase
demerzel_snapshot path="." enhanced=true

# Search (zero AI cost)
demerzel_search path=".foundation/snapshot.txt" pattern="TODO"

# Find where a symbol is defined (zero AI cost)
demerzel_find_symbol path=".foundation/snapshot.txt" symbol="AuthProvider"

# Deep AI analysis (~500 tokens)
demerzel_analyze path=".foundation/snapshot.txt" query="How does authentication work?"

Tools: demerzel_snapshot, demerzel_search, demerzel_find_files, demerzel_find_symbol, demerzel_find_importers, demerzel_get_deps, demerzel_get_context, demerzel_analyze, demerzel_semantic_search

📊 Seldon: Multi-Agent Orchestration

"The future is not set, but it can be guided."

Named after Hari Seldon - the mathematician who created psychohistory to predict and guide humanity's future through the Seldon Plan.

Agent Invocation

# Invoke a specific agent role
seldon_invoke role="critic" task="Review this architectural decision..."

# Compare multiple agents on the same task
seldon_compare roles=["critic", "reviewer"] task="Evaluate this approach..."

# Get code review
seldon_review code="function auth() { ... }" focus=["security", "performance"]

Planning

# Generate a detailed implementation plan
seldon_plan intent="Add OAuth2 authentication" context="Express backend"

# Break work into phases
seldon_phase_create intent="Build user dashboard with real-time updates"

# View phase status
seldon_phase_list

Verification Loop (The Key Innovation)

Plan → Execute → Verify → Fix → Re-verify → ✓ Next Phase
                   ↑_____________|
                   (automatic, with severity thresholds)

# Verify implementation against a plan
seldon_verify planId="plan_abc123" runTests=true

# Generate fixes for issues
seldon_fix verificationId="ver_xyz789" severityThreshold="major" autoApply=true

# YOLO Mode: Execute with automatic verify/fix loop
seldon_execute_verified \
  phaseId="phase_abc123" \
  maxAttempts=3 \
  severityThreshold="major" \
  autoFix=true

# Execute multiple phases in parallel (each in its own worktree)
seldon_execute_parallel \
  phaseIds=["phase_1", "phase_2", "phase_3"] \
  worktreePerPhase=true \
  mergeStrategy="sequential"

Pipelines

# Create and execute pipelines
seldon_pipeline_create name="feature-dev" steps=[...]
seldon_pipeline_execute pipelineId="pipe_abc123"

Agent Roles: orchestrator, coder, critic, reviewer, designer, researcher, verifier

Providers: Anthropic, OpenAI, Google Gemini, DeepSeek, Groq, Together, Fireworks, OpenRouter, Z.AI, Kimi, Ollama, Perplexity

Tools:

• Invocation: seldon_invoke, seldon_compare, seldon_critique, seldon_review, seldon_design
• Planning: seldon_plan, seldon_phase_create, seldon_phase_list
• Verification: seldon_verify, seldon_fix, seldon_execute_verified, seldon_execute_parallel
• Pipelines: seldon_pipeline_create, seldon_pipeline_execute, seldon_pipeline_status
• Tasks: seldon_task_execute, seldon_task_claim
• Providers: seldon_providers_list, seldon_providers_test

🌍 Gaia: Workflow Patterns

"We are all one, and one is all."

Named after Gaia - the planet-wide collective consciousness where every individual shares memory and learns as one.

Parallel Worktrees

"The single biggest productivity unlock"

# Create worktrees for parallel Claude sessions
gaia_worktree_create branch="feature/auth" alias="a" purpose="OAuth implementation"
gaia_worktree_create branch="bugfix/login" alias="b" purpose="Fix login crash"

# Quick switch (generates shell aliases)
# alias za='cd /path/to/project-a && claude'
# alias zb='cd /path/to/project-b && claude'

Collective Learning

"Every correction benefits all future sessions"

# Capture a correction
gaia_learn \
  mistake="Used any type instead of proper typing" \
  correction="Always use explicit types, never any" \
  category="code_style"

# Apply to CLAUDE.md
gaia_apply

Session Memory

# Register a session
gaia_session_register purpose="Implementing OAuth2" taskType="feature"

# Create handoff document for another session
gaia_session_handoff sessionId="sess_abc123" includeGitStatus=true

# Remember context for later
gaia_remember name="pre-refactor" notes="Before auth rewrite"

# Recall a memory
gaia_recall name="pre-refactor"

Tools: gaia_worktree_create, gaia_worktree_list, gaia_worktree_switch, gaia_worktree_cleanup, gaia_session_register, gaia_session_status, gaia_session_handoff, gaia_session_complete, gaia_learn, gaia_apply, gaia_review, gaia_remember, gaia_recall

Configuration

Foundation uses a single YAML config file:

Location: ~/.foundation/config.yaml

version: "1.0"

# Global defaults
defaults:
  temperature: 0.7
  max_tokens: 4096
  timeout_ms: 60000

# Provider API keys (use environment variables)
providers:
  anthropic:
    api_key: ${ANTHROPIC_API_KEY}
    access_mode: session  # Use current Claude session when possible
  openai:
    api_key: ${OPENAI_API_KEY}
    default_model: gpt-4o
  deepseek:
    api_key: ${DEEPSEEK_API_KEY}
    default_model: deepseek-reasoner
  ollama:
    base_url: http://localhost:11434
    default_model: llama3.3:70b

# Role assignments with fallback chains
roles:
  orchestrator:
    provider: anthropic
    model: claude-sonnet-4-20250514
  coder:
    provider: deepseek
    model: deepseek-reasoner
    needs_worktree: true
    fallback_chain:
      - provider: openai
        model: gpt-4o
  critic:
    provider: deepseek
    model: deepseek-reasoner
    temperature: 0.3
  reviewer:
    provider: openai
    model: gpt-4o

# Demerzel settings (codebase intelligence)
demerzel:
  provider: ollama
  model: qwen2.5-coder:7b
  snapshot_max_age_hours: 24

# Gaia settings (workflow patterns)
worktrees:
  base_dir: .foundation/worktrees
  max_count: 10
  auto_cleanup: true

learning:
  auto_apply: false

The Foundation Trilogy

Just as in Asimov's universe, the three work together:

┌─────────────────────────────────────────────────────────────┐
│                      FOUNDATION                              │
│                                                              │
│   DEMERZEL          SELDON              GAIA                │
│   (The Observer)    (The Planner)       (The Memory)        │
│                                                              │
│   Knows the         Orchestrates        Preserves context   │
│   codebase          the agents          across sessions     │
│   perfectly         and plans           and learns          │
│                                                              │
│   "I have been      "The future is      "We are all one,    │
│    watching for      not set, but it     and one is all"    │
│    20,000 years"     can be guided"                         │
└─────────────────────────────────────────────────────────────┘

Data Storage

~/.foundation/
├── config.yaml              # Main configuration
├── state/
│   ├── worktrees.json       # Active worktrees
│   ├── sessions.json        # Session tracking
│   ├── learnings.json       # Global learnings
│   ├── pipelines.json       # Pipeline state
│   ├── tasks.json           # Task queue
│   ├── snapshots.json       # Context memories
│   └── provider-health.json # Provider health tracking
└── cache/
    └── ...

.foundation/                 # Project-level (in repo root)
├── config.yaml              # Project overrides
├── snapshot.txt             # Codebase snapshot (Demerzel)
├── learnings.json           # Project-specific learnings (Gaia)
└── sessions.json            # Project sessions (Gaia)

Development

# Clone and install
git clone https://github.com/sashabogi/foundation.git
cd foundation
npm install

# Build
npm run build

# Development with watch
npm run dev

# Run directly
npm start

Credits

Foundation consolidates work from:

• Argus → Demerzel
• Hari Seldon → Seldon
• Claude Workflow Orchestrator → Gaia

Inspired by Isaac Asimov's Foundation series.

License

MIT