Documentation Index

Fetch the complete documentation index at: https://docs.plugged.in/llms.txt

Use this file to discover all available pages before exploring further.

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Changelog

All notable changes to the Plugged.in platform are documented here. The project follows Semantic Versioning.

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Latest Releases

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Version 3.1.x Series

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[3.1.0] - 2026-03-01

Current Version

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Added

• Collective Best Practices (CBP)
  • Privacy-preserving pattern aggregation with HMAC-SHA256
  • k-anonymity (k>=3) for community patterns
  • Success rate tracking and contextual injection
  • Feedback loop for quality improvement
• Concentric Memory Rings
  • Human cognition-inspired memory architecture
  • Five ring types: Fresh, Procedures, Practice, Long-term, Shocks
  • Intelligent forgetting with configurable decay engine
  • Progressive 3-layer retrieval for token efficiency
• Claude Code Plugin
  • Native MCP integration with zero configuration
  • Memory lifecycle hooks with automatic session management
  • 9 built-in skills and 2 agents
  • CBP post-error suggestions
• Shared Vector Infrastructure (pgvector)
  • PostgreSQL pgvector extension for native vector search
  • HNSW indexing with cosine distance similarity
  • 1536-dimension embeddings via OpenAI or Google Gemini
• Z-Reports (Session Summaries)
  • End-of-session compressed summaries
  • Success rate calculation
  • Eligible for promotion to long-term memory
• New MCP Tools
  • pluggedin_memory_session_start / pluggedin_memory_session_end
  • pluggedin_memory_observe / pluggedin_memory_search / pluggedin_memory_details
  • pluggedin_cbp_query / pluggedin_cbp_feedback

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Security

• 6 rounds of code review hardening
• HMAC-SHA256 privacy for collective patterns
• Advisory lock-based race condition prevention
• Transaction safety for all memory operations

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Version 3.0.x Series

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[3.0.0] - 2026-02-01

Major Release

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Added

• PAP Agent Protocol & Lifecycle Management
  • Comprehensive framework for autonomous agent lifecycle
  • Dual-profile architecture: gRPC (PAP-CP) + JSON-RPC (PAP-Hooks)
  • Agent state machine with zombie prevention
  • DNS-based identity with Ed25519 signatures
• Model Router (Unified LLM Gateway)
  • Multi-provider routing: OpenAI, Anthropic, Google, xAI, DeepSeek
  • OpenAI-compatible API with JWT authentication
  • Per-request cost tracking and model aliases
• Embedded Vector Search (zvec)
  • In-process vector engine with HNSW indexing
  • Multi-format document support with automatic chunking
  • Semantic natural language queries
• Agent Templates & Marketplace
  • Docker-based Kubernetes-native deployment
  • Template marketplace with ADL configuration
  • Integrated health checks and metrics collection
• Memory Clipboard System
  • Persistent key-value storage with named and indexed access
  • Stack operations with TTL expiration
  • Source tracking (UI, SDK, MCP)
• MCP Proxy Enhancements
  • Streamable HTTP transport for remote servers
  • OAuth 2.1 with automatic token refresh
  • Sandbox isolation with bubblewrap/firejail
  • 13 built-in static tools
• Official SDKs
  • JavaScript/TypeScript SDK (v1.0.1)
  • Python SDK (v1.0.1) with sync/async clients
  • Go SDK (v1.0.1) with full type safety

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Changed

• Platform evolution from MCP management to AI Infrastructure Platform
• 50+ database tables with 3000+ line Drizzle ORM schema
• AES-256-GCM encryption for sensitive configuration fields

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Version 2.12.x Series

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[2.12.0] - 2024-12-21

Current Version

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Added

• Redis-Based Rate Limiting
  • Advanced DDoS protection with Redis
  • Intelligent in-memory fallback for Redis failures
  • Tiered rate limits for different endpoint types
  • IP-based tracking without user-agent to prevent bypasses
• LRU Cache Implementation
  • Memory-efficient caching with automatic eviction
  • Configurable TTL via environment variables
  • Periodic cleanup of expired entries
  • Prevention of memory leaks with size limits
• Enhanced Security Features
  • Bcrypt cost factor 14 (16,384 iterations)
  • Dynamic CSP nonces per request
  • Comprehensive security headers (HSTS, X-Frame-Options, etc.)
  • Timing attack prevention with fixed delays
• Dual Storage Display
  • Library shows both file and RAG vector storage
  • Real-time storage metrics with cache invalidation
  • Vector embedding dimensions and chunk counts

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Changed

• Replaced dynamic imports with static imports for faster builds
• Optimized database queries for storage calculations
• Improved error handling with proper fallback mechanisms

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Fixed

• Storage validation bug (usage vs totalUsage)
• Duplicate generateNonce function definitions
• TypeScript errors in AI documents route
• User_id format mismatch in RAG storage display

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Security

• Rate limiting prevents brute force attacks
• Enhanced password hashing for rainbow table resistance
• CSP nonces prevent XSS attacks
• Security headers protect against web vulnerabilities

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Version 2.11.x Series

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[2.11.1] - 2025-01-18

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Added

• AI Search in Document Library
  • Semantic search with natural language queries
  • Document names displayed instead of cryptic IDs
  • Clickable source documents for instant navigation
  • 500ms smart debounce for optimal performance
  • Comprehensive answers synthesized from multiple documents
• Document Versioning UI
  • Complete version history timeline
  • Visual diff tracking with additions/deletions
  • Model attribution badges for each version
  • Version comparison and rollback capabilities
  • Change summaries and metadata display
• Performance Optimizations
  • 68% reduction in bundle size
  • 60% reduction in memory usage
  • Single useReducer pattern replacing 13 state variables
  • Dynamic import caching for heavy components
  • Comprehensive memoization with React hooks

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Fixed

• Document IDs showing instead of human-readable names
• Memory leaks in document preview component
• XSS vulnerabilities with proper DOMPurify implementation
• Null safety issues in document ID handling

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Changed

• Enhanced RAG service to return document metadata
• Improved useKnowledgeBaseSearch hook with documents array
• Updated AiSearchAnswer component for better UX

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Version 2.10.x Series

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[2.10.3] - 2025-01-28

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Security

• Additional security patches
• Updated dependencies
• Enhanced input validation

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[2.10.2] - 2025-01-27

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Fixed

• Critical security vulnerabilities
• Performance bottlenecks

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[2.10.1] - 2025-01-27

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Fixed

• Post-release bug fixes
• UI consistency improvements

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[2.10.0] - 2025-01-27

Major Release

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Security Audit & Performance Overhaul

Key Highlights:

• Comprehensive security audit addressing ALL GitHub security scanning findings
• Complete encryption system overhaul
• Enhanced Content Security Policy (CSP)
• Performance optimizations across the entire platform

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Added

• Security Enhancements
  • New encryption migration system
  • Enhanced password reset flow with secure tokens
  • Comprehensive input sanitization
  • CSRF protection improvements
• Performance Improvements
  • Optimized database indexes for 10x faster queries
  • Reduced JavaScript bundle size by 40%
  • Lazy loading for heavy components
  • Improved caching strategies
• UI/UX Updates
  • Simplified Custom Instructions interface
  • Better error messaging
  • Enhanced loading states
  • Improved mobile responsiveness

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Changed

• Migrated from bcrypt to argon2 for password hashing
• Standardized error handling across all API endpoints
• Updated all dependencies to latest secure versions
• Refactored authentication flow for better security

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Fixed

• All critical vulnerabilities identified by CodeQL
• Memory leaks in real-time connections
• Race conditions in concurrent operations
• XSS vulnerabilities in user-generated content

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Version 2.9.x Series

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[2.9.1-security] - 2025-01-27

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Security

• Emergency security patch
• Fixed authentication bypass vulnerability

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[2.9.0] - 2025-01-27

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UUID Tool Prefixing & Collision Resolution

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Added

• Automatic UUID Tool Prefixing
  • Prevents tool name collisions between MCP servers
  • Automatic UUID prefix generation
  • Backward compatibility maintained
• Slug Generation System
  • Profile-scoped unique server identifiers
  • SEO-friendly URLs for shared servers
  • Automatic collision handling

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Changed

• Enhanced server validation logic
• Improved error messages for duplicate servers
• Optimized database queries for slug operations

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Fixed

• Tool name collision issues
• CORS handling for external MCP servers
• Authentication checks in server operations

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Version 2.8.x Series

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[2.8.0] - 2025-01-27

Feature Release

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AI Document Exchange (RAG v2)

Revolutionary document management with AI integration:

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Added

• AI Document Creation
  • Direct document generation via AI models
  • Support for Markdown, JSON, HTML formats
  • Model attribution tracking (provider, name, version)
  • Automatic content deduplication
• Document Versioning
  • Complete version history
  • Change diff tracking
  • Parent-child relationships
  • Rollback capabilities
• Advanced Search
  • Semantic search using PostgreSQL full-text
  • Relevance scoring and ranking
  • Filter by AI model, date, tags
  • Automatic snippet generation
• Document Preview System
  • Multi-format viewer (PDF, images, text, code)
  • Zoom controls (10%-500%)
  • Page navigation for PDFs
  • Fullscreen mode
  • Metadata sidebar
• MCP Tools
  • pluggedin_create_document - AI document creation
  • pluggedin_search_documents - Semantic search
  • pluggedin_get_document - Document retrieval
  • pluggedin_update_document - Document updates

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Security

• 10MB content size limit
• Rate limiting (10 requests/hour for AI creation)
• Path traversal protection
• Content sanitization for HTML/Markdown

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Version 2.7.x Series

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[2.7.0] - 2025-01-26

Feature Release

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Smart Server Wizard & OAuth Integration

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Added

• Smart Server Wizard
  • Multi-step guided server creation
  • GitHub ownership verification
  • Environment variable detection
  • Registry submission integration
  • Real-time discovery testing
• OAuth Support
  • Streamable HTTP OAuth for MCP servers
  • Session management with PostgreSQL
  • Automatic token cleanup
  • Support for GitHub, Google, and more
• Trending Servers
  • Activity-based trending algorithm
  • Real-time metrics tracking
  • Installation count tracking
  • Enhanced discovery experience

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Changed

• Simplified registry integration
• Improved error handling
• Enhanced search functionality
• Better transport configuration

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Security

• Comprehensive Zod validation
• XSS vulnerability fixes
• OAuth token security
• Input sanitization improvements

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Version 2.6.x Series

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[2.6.2] - 2025-01-03

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Fixed

• “SSEClientTransport already started” errors
• Connection timeout issues
• Retry logic improvements

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[2.6.1] - 2025-01-03

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Added

• SSE transport deprecation warnings
• Auto-migration to Streamable HTTP
• Migration UI for bulk conversion

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[2.6.0] - 2025-01-03

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Added

• High-Performance Package Management
  • 10-100x faster npm installs with pnpm
  • Python package management with uv
  • Content-addressable storage caching
• CLI-Style Discovery Toast
  • Terminal-style notifications
  • Real-time log streaming
  • Color-coded output

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Earlier Versions

View Earlier Releases

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[2.5.0] - 2024-12-15

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Added

• Collections management system
• Batch server operations
• Enhanced sharing capabilities

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[2.4.0] - 2024-12-01

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Added

• User profiles system
• Following/followers functionality
• Activity feed

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[2.3.0] - 2024-11-15

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Added

• Internationalization (6 languages)
• Email notification system
• Rate limiting tiers

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[2.2.0] - 2024-11-01

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Added

• RAG v1 implementation
• Document upload system
• Vector search capabilities

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[2.1.0] - 2024-10-15

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Added

• Social platform features
• Server sharing
• Public profiles

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[2.0.0] - 2024-10-01

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Changed

• Complete platform rewrite
• Migration to Next.js 15
• New UI with Shadcn/UI

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[1.0.0] - 2024-09-01

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Added

• Initial MCP proxy implementation
• Basic server management
• Authentication system

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Versioning Policy

Plugged.in follows Semantic Versioning:

• Major versions (X.0.0): Breaking changes
• Minor versions (0.X.0): New features, backward compatible
• Patch versions (0.0.X): Bug fixes and security updates

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Support Lifecycle

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Migration Guides

• Migrating to v3.1.0
• Migrating to v3.0.0
• Migrating to v2.10.0
• Migrating to v2.8.0
• Migrating to v2.7.0

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Reporting Issues

Found a bug or have a feature request?

• GitHub Issues: Report issues
• Security Issues: Email security@plugged.in
• Feature Requests: Use GitHub Discussions