Snipara
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Changelog

All notable changes to Snipara are documented here.

v1.6.0

major

February 2026

Added
  • Snipara unified Python SDK v0.1.0: .snipara.toml config, async/sync clients, CLI, file watcher, auto-feedback loop (pip install snipara)
  • RLM-Runtime v2.0.0: autonomous agent runner, sub-LLM orchestration, WebAssembly REPL
  • 4 new MCP orchestration tools (43 total): rlm_load_document, rlm_load_project, rlm_orchestrate, rlm_repl_context
  • RLM-Runtime MCP Server: 7 tools for Claude Code (execute_python, REPL context, agent run/status/cancel)
  • Feb 2026 benchmarks: 9.5/10 coding quality, 72% token reduction, 62% cost savings, 0.86 CBS score
  • Structured outputs with JSON schema constraints in RLM-Runtime
  • Multi-modal support (images, audio) in RLM-Runtime
  • Streaming support for real-time token output
Improved
  • MCP tool count: 39 → 43 with new Orchestration category
  • Benchmark section updated with Phase 8 real data
  • RLM-Runtime documentation rewritten for v2.0.0
  • Landing page integrations section now includes Python SDK

v1.5.0

minor

January 2026

Added
  • ChatGPT integration via GPT Actions with OpenAPI schema generation
  • OAuth 2.0 provider for ChatGPT Apps authentication
  • Codex CLI integration support
  • Gemini CLI integration support
  • VS Code extension v1.2.0 with RLM-Runtime bridge (Docker/local execution, logs, visualizer)
  • 15 GitHub Copilot Language Model Tools in VS Code extension
  • 43 VS Code commands (up from 34)
Improved
  • Team collection search now works in project shared context
  • Shared context search, discovery, and project UI/UX improvements
  • Mixpanel autocapture and identity reset hardening
  • MCP config generator updated to reflect 43 total tools
Fixed
  • Session context overflow in shared context queries
  • Null-safety crashes on agents, billing, and analytics dashboard pages
  • Agent memory and group memory documentation aligned with actual MCP API parameters
  • Multi-agent documentation corrected (roles, ghost tool references removed)
  • API reference page broken links now use anchor navigation
  • Dashboard accessibility: keyboard navigation for interactive cards and dropdowns

v1.4.0

minor

January 2026

Added
  • 39 MCP tools now documented (up from 21)
  • 14 Snipara Agents tools added to MCP reference with deep linking
  • Document sync tools: rlm_upload_document, rlm_sync_documents, rlm_settings
  • Agent Memory tools (4): rlm_remember, rlm_recall, rlm_memories, rlm_forget
  • Multi-Agent Swarm tools (10): swarm creation, resource locking, shared state, task queues
  • Snipara Agents section in MCP Tools Reference with product cards
Improved
  • MCP Tools Reference now shows tool count (39 tools)
  • Feature availability table includes Agents subscription info
  • Deep linking support for all agent tool documentation

v1.3.0

minor

January 2026

Added
  • Interactive demo page showing the READ-EVAL-PRINT-ANSWER pipeline
  • Automation hooks for context preservation during compaction
  • Auto-inject context to Snipara cloud on compaction events
  • Support for project slugs in API routes
Improved
  • MCP server now auto-injects usage instructions into query responses
  • Better error messages for API key validation
  • Updated documentation with hook configuration examples
Fixed
  • Session context persistence across compaction events
  • API key validation for project-specific routes

v1.2.0

minor

January 2026

Added
  • Shared context tools: rlm_shared_context, rlm_list_templates, rlm_get_template
  • Shared context collections for team-wide coding standards
  • Prompt templates feature for reusable prompts
  • GitHub account linking for email users
Improved
  • Updated MCP dependency to version 1.25.0
  • Better token budget allocation by document category
  • Redis caching layer for faster query responses

v1.1.0

minor

December 2025

Added
  • Recursive context decomposition for complex queries
  • Multi-query batching for efficient bulk operations
  • Summary storage for LLM-generated document summaries
  • Semantic search with embedding-based similarity
Improved
  • Hybrid search combining keyword and semantic matching
  • Smart chunking for optimal section splitting
  • Relevance scoring with multi-factor ranking

v1.0.0

major

November 2025

Added
  • Initial release of Snipara context optimization platform
  • MCP server integration for Claude Code, Cursor, and more
  • Core tools: rlm_context_query, rlm_search, rlm_inject, rlm_context
  • Token budgeting and metadata response
  • GitHub OAuth and email authentication
  • Team collaboration features
  • Stripe billing integration

Want to request a feature or report a bug? Open an issue on GitHub