MindForge MCP Server

MindForge

An agentic intelligence framework for Claude Code — orchestrates multi-agent workflows with governance, memory, and autonomous execution. Production-hardened with true parallelism, streaming SDK, and zero-trust security. Install once, get structured AI-driven development with built-in quality gates.

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Latest: v11.3.1

• v11.3.1 — Packaging hotfix. Restores the full published payload: every npx mindforge-cc install now delivers all 174 slash commands, 73 skills, 154 subagents, and the complete .mindforge/ framework. (v11.3.0 shipped a too-narrow npm allowlist that silently dropped commands and skills — fixed here, with a tarball regression test so it cannot recur.)
• v11.3.0 — "Legion". Imports 154 specialized Claude-Code-native subagents across 10 categories into .claude/agents/, fully rebranded and collision-safe. Additive and backward-compatible.

See CHANGELOG.md for full release history.

v11.0.0 — Sovereign Stability

MindForge v11.0.0 "Sovereign Stability" is a production-hardening release focused on reliability, performance, and real-world deployment readiness. Key highlights:

• Memory-safe operations — LRU-bounded caches, atomic writes, log rotation, and snapshot garbage collection eliminate resource leaks in long-running sessions.
• True wave parallelism — Semaphore-based concurrent execution with configurable max concurrency replaces sequential task dispatch.
• Streaming SDK — WebSocket event streaming, streamExecution() with AsyncIterable, and batchExecute() for high-throughput integrations.
• Hardened security — Ephemeral enclave keys, session-scoped agent isolation, time-limited RBAC elevation, dashboard rate limiting, and structured ZK proof returns.
• Production observability — /api/v1/system health endpoint, P95 latency tracking, heap health monitoring, and real EIS client with retry logic.
• Graduated intelligence — Adaptive tier escalation (+1/+2/MAX) with cost-awareness, 3-tier stuck detection, and adaptive context windows.

This release ships 211 personas, 73 skills, 154 specialized subagents, 174 commands, 18 pillars, and 49 swarm templates across 12 engineering domains.

Installation & Setup

🔌 Claude Code Plugin (fastest)

Install MindForge's commands, subagents, and skills directly from the marketplace — no project files written:

/plugin marketplace add sairam0424/MindForge
/plugin install mindforge@mindforge

Prefer just a slice (e.g. Python agents)? Install a focused pack like mindforge-lang@mindforge instead. See docs/plugin-installation.md for all 11 plugins, token-budget guidance, and team setup.

🚀 Quick Start (npx — full framework engine)

The npx installer also writes the complete .mindforge/ engine (governance, memory, planning) into your project:

# For Claude Code
npx mindforge-cc@latest --claude --global

# For Antigravity
npx mindforge-cc@latest --antigravity --global

🌍 Global Installation

Enable system-wide /mindforge commands for your primary AI coding runtime:

npm install -g mindforge-cc@latest

📂 Local Project Setup

Initialize MindForge in an existing repository with specialized agent identities:

# For Claude Code
npx mindforge-cc@latest --claude --local

# For Antigravity
npx mindforge-cc@latest --antigravity --local

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• Production Hardening (v11.0.0) — LRU caches, atomic JSON writes, log rotation, HANDOFF validation, and temporal snapshot GC for crash-safe long-running sessions.

• True Wave Parallelism (v11.0.0) — Semaphore-based concurrent wave execution with configurable max concurrency replaces sequential dispatch.

• Streaming SDK (v11.0.0) — WebSocket event streaming, streamExecution() AsyncIterable, batchExecute(), model streaming across Anthropic/OpenAI/Gemini providers.

• Graduated Intelligence (v11.0.0) — Adaptive tier escalation (+1/+2/MAX) with cost-awareness, 3-tier stuck detection, and adaptive context windows (10/20/30).

• Security Hardening (v11.0.0) — Ephemeral enclave keys, session-scoped ZTAI, time-limited RBAC elevation, dashboard rate limiting (100 req/min/IP), token expiration.

• Observability (v11.0.0) — /api/v1/system health endpoint, P95 latency ring buffer, heap health monitoring, real EIS client with exponential backoff.

• Grounded Wave Execution (v9.0.0) — AutoRunner reads HANDOFF.json wave groups, dispatches tasks with audit tracing, persists progress, and resumes on restart (Pillar XXIV).

• Model Topology Modernization (v9.0.0) — All model references updated to the Claude 4.x family: claude-opus-4-7, claude-sonnet-4-6, claude-haiku-4-5 (Pillar XXV).

• Unified Memory Architecture (v9.0.0) — Knowledge and graph edges consolidated into SQLite (celestial.db) with FTS5 search. Four JSONL stores replaced by one queryable store (Pillar XXVI).

• Schema Migration Engine (v9.0.0) — _migrations table with versioned migration tracking and transaction-wrapped bulk imports (Pillar XXVII).

• Integration Test Chain (v9.0.0) — 27-assertion end-to-end test suite validating the full execution pipeline (Pillar XXVIII).

• Sovereign Identity Synthesis (v8.1.1) — Autonomous SOUL.md generation derived from reasoning traces and interaction sentiment (Pillar XIX).

• Autonomous SRE Layer (v8.2.0) — Self-healing production reliability engine with reactive sentinel observability and adversarial remediation auditing (Pillars XX-XXIII).

• Unified Persistence Layer (v8.0) — Centralized SQLite/FTS5 engine for sub-millisecond reasoning audits and semantic reasoning (Pillar XV).

• Federated Mesh Synthesis (v8.0) — Signed knowledge handoffs via MindForge Bundles (.mfb) and federated intelligence synchronization (Pillar XVI).

• Autonomous Skill Evolution (v8.0) — Self-generating persistent skills from reasoning traces with logic-drift mining (Pillar XVII).

• Orbital Governance (v8.0) — Hardware-bound (HSM/Biometric) attestation for high-blast-radius security gates (Pillar XVIII).

• Post-Quantum Agentic Security (v7.0) — Lattice-based (Dilithium-5) signatures and ZK-Proof bypasses (Pillar XI).

• Proactive Semantic Homing (v7.0) — Autonomous "Intent Hunting" and peer-healing mesh behavior (Pillar XII).

• Autonomous Resource Harvesting (v7.0) — Real-time token arbitrage and dynamic task routing (Pillar IX).

• Neural Drift Remediation (v7.0) — Semantic density heuristics and automated reasoning recovery (Pillar X).

• Interactive Temporal Steering (v5.10) — Full history scrubbing, hindsight state repair, and real-time temporal slider navigation (Pillar VII).

• AgRevOps Hub (v6.0) — Dynamic ROI tracking ($100/hr mapping), Milestone Velocity forecasting, and Governance Debt monitoring (Pillar VIII).

• Sovereign Reason Enclave (v5.8) — TEE-simulated reasoning isolation with Zero-Knowledge (ZK) Audit Trails (Pillar VI).

• Multi-Cloud Arbitrage (v5.7) — Dynamic routing across Vertex AI, Bedrock, and Azure with intelligence-first task affinity (Pillar V).

• Sentinel Execution (v5.6) — JIT Binary Runtime Attestation and Zero-Trust Skill Enforcement (Pillar IV).

• Predictive Agentic Reliability (v5.5) — Advanced loop detection and self-healing resonance (Pillar III).

• Dynamic Blast Radius (v5.3) — Real-time impact analysis and circuit-breaker safety in the federated sync (Pillar II).

• Semantic Vector Consensus (v5.2) — FIM v2 with cosine-similarity conflict resolution (Pillar I).

• Human-Agent Handover (v5.0) — Nexus State Bundles and mid-wave steering injection.

• Autonomous FinOps (v4.3) — Dynamic C2C (Confidence-to-Cost) routing.

• Proactive Equilibrium (v4.3) — Real-time Wave Divergence monitoring and autonomous state recovery.

• MindForge Nexus (v4.1) — High-fidelity ART (Agentic Reasoning Tracing).

• Zero-Trust Identity (v4.2) — DID-signed non-repudiable audit logs with HSM/Enclave support.

• Global Intelligence Mesh (v4.2) — Cross-repo knowledge sharing and Ghost Pattern Detection.

• Context Sharding (v3) — relevance-dense memory management (40% token savings)

• Adversarial Synthesis (v3) — zero-drift logic through red/blue model debate

• RAG 2.0 (v3) — automatic semantic shadowing for background pattern retrieval

• Role personas — specialised agent modes for each task type

• Specialized Identities — custom /agents/ workspace with enriched IDENTITY.md protocols

• Skills — just-in-time domain knowledge loaded on demand

• Wave execution — parallelism with dependency safety

• Autonomous Engine — walk-away execution with steerability

• Real-time Dashboard — web-based observability with Temporal Slider

• Browser Runtime — headful/headless visual QA and sessions

• Multi-Model Intelligence — dynamic routing, adversarial reviews, and deep research (v2)

• Persistent Knowledge Graph — long-term memory across all engineering sessions (v2)

• Self-Building Skills — automatically capture knowledge from any source into reusable skills (v2)

• Quality gates — compliance and security are non-bypassable

• Audit trail — append-only history of every action

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🛠️ Configuration & Runtimes

MindForge adapts to your existing engineering environment via runtime flags:

Advanced Setup Options

• Combined Runtimes: mindforge-cc --runtime claude,cursor --local
• With Utilities: mindforge-cc --local --with-utils (Installs specialized bin scripts)
• Minimalist: mindforge-cc --local --minimal (Only basic protocols, no persona library)

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Verify

Open Claude Code or Antigravity in your project directory and run:

/mindforge:health

If issues are found, run:

/mindforge:health --repair

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Quick start (new project)

/mindforge:init-project
/mindforge:plan-phase 1
/mindforge:execute-phase 1
/mindforge:verify-phase 1
/mindforge:ship 1

Quick start (existing codebase)

/mindforge:map-codebase
/mindforge:do I want to plan the next phase
/mindforge:plan-phase 1

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Core workflow

/mindforge:init-project
    → Requirements interview
    → Creates PROJECT.md, REQUIREMENTS.md, STATE.md

/mindforge:do <text>
    → Smart natural language dispatcher (v2)

/mindforge:note <text>
    → Zero-friction idea capture and todo promotion (v2)

/mindforge:ui-phase 1
    → Create UI design contract (UI-SPEC.md) (v2)

/mindforge:plan-phase 1 [--ads]
    → Discuss scope and decisions
    → Research domain (parallel)
    → Create atomic XML task plans
    → (Optional) Run Adversarial Decision Synthesis (ADS) loop

/mindforge:execute-phase 1
    → Wave-based parallel execution
    → One commit per task
    → Automated verification

/mindforge:ui-review 1
    → Retroactive 6-pillar visual audit (v2)

/mindforge:validate-phase 1
    → Requirement coverage and test gap audit (v2)

/mindforge:session-report
    → Automated post-session stakeholder summary (v2)

/mindforge:add-backlog <desc>
    → Park ideas in 999.x "parking lot" (v2)

/mindforge:review-backlog
    → Review and promote backlog items (v2)

/mindforge:plant-seed <idea>
    → Capture speculative ideas with triggers (v2)

/mindforge:workstreams
    → Parallel feature tracks with isolated state (v2)

/mindforge:execute-phase 1
    → Wave-based parallel execution
    → One commit per task
    → Automated verification

/mindforge:verify-phase 1
    → Human acceptance testing
    → Debug agent on failures
    → UAT sign-off

/mindforge:ship 1
    → Changelog generation
    → Final quality gates
    → PR creation

/mindforge:auto --phase 1
    → Walk-away autonomous execution (v2)
    → Intelligent stuck detection and node repair
    → External steering via steering-queue

/mindforge:qa
    → Systematic visual verification of UI changes (v2)
    → Automated regression test generation
    → Persistent browser sessions and daemon

/mindforge:cross-review
    → Adversarial multi-model code review and synthesis (v2)
    → Consensus detection and severity normalization

/mindforge:research
    → Deep research using Gemini 1.5 Pro 1M context (v2)
    → Codebase-wide context packaging and SSRF protection

/mindforge:costs
    → Real-time token usage and cost profiling (v2)
    → Daily budget tracking across all providers

/mindforge:remember
    → Manual knowledge management and search (v2)
    → Persistent knowledge graph retrieval and promotion

/mindforge:dashboard
    → Real-time web observability and governance at localhost:7339 (v2)
    → Live audit logs, metrics, activity, and team feed

/mindforge:learn
    → Automatically capture skills from Docs, Sessions, or npm (v2)
    → 7-dimension quality scoring and injection protection

/mindforge:marketplace
    → Search, install, and publish community skills (v2)
    → Verified installation via npm-based registry

/mindforge:new-runtime
    → Scaffold custom runtime configurations for any AI agent (v2)

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Execution Modes

MindForge supports multiple interaction models to fit your engineering workflow:

• In-IDE Orchestration: Use /mindforge:agent <persona> for real-time delegation.
• Enterprise Workflows: Specialized commands like /mindforge:tdd, /mindforge:architecture, and /mindforge:planner.
• CLI Automation: Run node bin/mindforge-cli.js spawn <persona> for scripted tasks.

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Updates and migrations

/mindforge:update
/mindforge:update --apply
/mindforge:migrate --from v10.7.0 --to v11.0.0

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Plugin system (v1.0.0)

Plugins extend MindForge via the mindforge-plugin-* namespace.

/mindforge:plugins list
/mindforge:plugins install mindforge-plugin-<name>
/mindforge:plugins validate

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Token usage profiling

/mindforge:tokens --profile

See .mindforge/production/token-optimiser.md.

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Documentation

• User Guide: docs/user-guide.md
• Troubleshooting: docs/troubleshooting.md
• CI Quickstart: docs/ci-quickstart.md
• Requirements: docs/requirements.md
• Quick verify: docs/quick-verify.md
• Upgrade guide: docs/upgrade.md
• FAQ: docs/faq.md
• Release notes: RELEASENOTES.md
• Release checklist guide: docs/release-checklist-guide.md
• USPs and features: docs/usp-features.md
• Full tutorial: docs/tutorial.md
• Commands: docs/reference/commands.md
• Config reference: docs/reference/config-reference.md
• SDK: docs/reference/sdk-api.md
• Skills: docs/reference/skills-api.md
• Audit events: docs/reference/audit-events.md
• Security: docs/security/SECURITY.md
• Threat model: docs/security/threat-model.md
• Architecture: docs/architecture/README.md
• Contributing: docs/contributing/CONTRIBUTING.md

📜 Framework Evolution & Version History

• Phase 1: Foundation — LRU-bounded caches, atomic JSON writes, AUDIT.jsonl log rotation, HANDOFF.json structural validation, temporal snapshot garbage collection.
• Phase 2: Intelligence — BM25 scoring with document-length normalization, full remediation strategy implementations, graduated intelligence interlock (+1/+2/MAX), 3-tier stuck detection, adaptive context windows.
• Phase 3: Security — Structured ZK proof returns, ephemeral SRE enclave keys, session-scoped ZTAI agent registry, time-limited RBAC elevation, dashboard rate limiting and token expiration, optional GPG approval verification.
• Phase 4: Observability — Async temporal I/O, /api/v1/system health endpoint, P95 latency ring buffer, heap health monitoring, EIS client de-stub with real fetch and retry logic.
• Phase 5: SDK/Distributed — Semaphore-based wave parallelism, WebSocket event streaming with auto-reconnect, batchExecute(), model streaming (Anthropic/OpenAI/Gemini), migration script from v10.7.0.

• Council Awakens (v10.0.3): Council decision framework, Instinct Engine, Cost-Aware Routing, 6-phase Verification Loop, Multi-LLM Consult.
• Skills Expansion (v10.0.4–v10.7.0): From 20 to 200+ core skills across 12 domains — AI/ML, data engineering, platform engineering, mobile, leadership, industry verticals, and more.
• 400+ Personas: Comprehensive specialist coverage with domain-expert identity protocols.
• 49 Swarm Templates: Task-aware parallel specialist clusters covering every engineering discipline.

• Grounded Wave Execution (Pillar XXIV): AutoRunner reads HANDOFF.json wave groups with audit tracing and restart persistence.
• Model Topology Modernization (Pillar XXV): Claude 4.x family (opus-4-7, sonnet-4-6, haiku-4-5).
• Unified Memory Architecture (Pillar XXVI): SQLite (celestial.db) with FTS5 search replacing JSONL stores.
• Schema Migration Engine (Pillar XXVII): Versioned migration tracking with transaction-wrapped imports.
• Integration Test Chain (Pillar XXVIII): 27-assertion end-to-end pipeline validation.

• Pillar XIX: Sovereign Identity Synthesis: Autonomous creation and evolution of SOUL.md from execution traces.
• Soul Mirroring: Agent personality and decision-heuristics that self-adapt based on persistent user interaction sentiment.
• Identity Enforcement: Mandatory alignment of subagents with the instance's unique Sovereign Identity.

• Pillar XV: Unified Persistence Layer: Transition from file-based JSONL state to a high-performance SQLite engine with FTS5 semantic search.
• Pillar XVI: Federated Mesh Synthesis (FMS): Inter-project knowledge sharing via cryptographically signed .mfb (MindForge Bundles).
• Pillar XVII: Autonomous Skill Evolution (ASE): Automated mining of "Golden Traces" to synthesize reusable .skill.md artifacts.
• Pillar XVIII: Orbital Governance: Hardware-locked security gates requiring HSM/Biometric attestation for high-impact mutations (>95).

• Pillar XI: Post-Quantum Agentic Security (PQAS): Lattice-based (Dilithium-5) signatures and ZK-Proof bypasses for Tier 4 agent identities.
• Pillar XII: Proactive Semantic Homing: Autonomous "Intent Hunting" where agents proactively claim tasks and peer-heal logic drift (>80) in the mesh.
• Pillar IX: Autonomous Resource Harvesting (ARH): Real-time token arbitrage and dynamic task routing based on MIR (Min-Intelligence-Requirement).
• Pillar X: Neural Drift Remediation (NDR): Semantic density heuristics and automated reasoning recovery to break logic loops and hallucinations.
• Agentic Learning Loop: Mandatory "Read Before, Record After" protocol for all agentic actions, ensuring a persistent, self-improving engineering memory.

• AgRevOps ROI Engine (Pillar VIII): Real-time value attribution ($100/hr dev saving mapping) for every autonomous reasoning cycle.
• FIM Expansion: Aggregation of collective project health metrics via PillarHealthTracker.
• CADIA Optimizer (Pillar II Upgrade): Dynamic risk scoring (0-100) and session entropy guardrails to prevent rogue behaviors.
• Homing Signal Injection: Automated capture of high-efficacy SCS homing instructions as durable, sharable knowledge.

• Interactive Temporal Steering (Pillar VII): Hindsight injection and temporal slider navigation via the Nexus Dashboard.
• ROI Engine (Pillar VIII): Automated financial governance and cumulative agentic ROI tracking.
• Velocity Forecaster: Statistical ETA prediction for milestones based on live telemetry.

• Unified NexusTracer: Single, high-fidelity ART protocol singleton with a core asynchronous drive.
• Merkle-Style Audit Integrity: Hardened SRE and ZTAI logs with cumulative Merkle-hash chains.
• MCA Circuit Breakers: Stateful provider blacklisting in the CloudBroker with automated failure remediation.

• Sovereign Reason Enclaves (v5.8): ZK-Proof compliance certificates for confidential reasoning cycles.
• Multi-Cloud Arbitrage (v5.7): Intelligence-first routing using persistent Task-to-Model success matrices.

• Sentinel Execution (v5.6): Binary Runtime Attestation and Reasoning Entropy Scoring (RES).
• Predictive Agentic Reliability (v5.5): Advanced loop detection (Semantic Mirroring) and self-healing triggers.
• Dynamic Blast Radius (v5.3/v5.4): Real-time impact analysis and circuit-breaker safety in the federated sync.
• Semantic Vector Consensus (v5.2): FIM v2 with cosine-similarity conflict resolution.
• Enterprise Edition Protocols (v5.1): 14 advanced agentic protocols (Brainstorming, Swarm, Parallel Mesh) integrated from Superpowers.

• Enterprise Mesh (v4.3): Autonomous FinOps and Proactive Equilibrium (Wave Monitoring).
• Identity & Memory (v4.2): Zero-Trust Agentic Identity (ZTAI) with Ed25519 signing.
• MindForge Nexus (v4.1): Hierarchical ART tracing and trace context propagation.
• Mesh Dynamic Swarms (v4.0): Parallel, task-aware specialist clusters and micro-persona factory.

• Context Sharding (SRD): 40% reduction in token waste via relevance-dense Hot/Warm/Cold context tiers.
• Adversarial Decision Synthesis (ADS): Zero-drift architectural logic through Red-Blue model debate.
• Temporal Vision: Full-fidelity history navigation, hindsight injection, and automated state repair.
• RAG 2.0 (Auto-Shadowing): Background pattern retrieval from the local knowledge graph.

• Multi-Runtime Support: Official adapters for Claude Code, Antigravity, Cursor, Gemini, and Copilot.
• RAG 2.0: Typed-edge Local Knowledge Graph with proactive context shadowing and TF-IDF search.
• Temporal Vision: Full-fidelity history navigation, state snapshotting, and hindsight injection.
• Self-Building Skills: Automated skill capture from documentation and phase outputs via /mindforge:learn.

• Unified 4-Pillar Workflow: Standardized plan → execute → verify → ship lifecycle.
• Specialized Persona Library: 32+ high-performance engineering agents with defined capability matrices.
• Zero-Trust Logic: Initial protocol enforcement and audit-trail persistence.

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Security

MindForge never stores credentials in files. Review:

• docs/security/SECURITY.md
• docs/security/threat-model.md

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⚖️ License

MIT © 2026 MindForge Team eam