The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
-
Updated
Apr 15, 2026 - Python
#
token-efficient
Here are 8 public repositories matching this topic...
AI model that animates any SVG into Lottie with 3-4x fewer tokens than OmniLottie (CVPR 2026). Upload SVG → get animated .lottie. 3B model, runs on 5GB VRAM.
svg machine-learning ai animation svg-animations lora lottie lottie-animation vector-animation character-animation text-to-animation qwen token-efficient animtoon
-
Updated
Apr 11, 2026 - Python
Token-efficient codebase maps for AI IDEs. Parses Python, TypeScript & more with tree-sitter, builds a ranked dependency graph, and exposes it via MCP to Cursor, VS Code, and Claude Desktop.
python tree-sitter typescript ai mcp vscode code-analysis dependency-graph pagerank cursor llm context-window ai-coding repomap claude-code codebase-navigation token-efficient
-
Updated
Mar 30, 2026 - Python
Token-efficient stochastic testing for AI agents. 5-20x cost reduction. 10 framework adapters. Paper: arXiv:2603.02601
pytest regression-testing ai-agents llm-testing agent-evaluation agent-testing token-efficient qualixar
-
Updated
Apr 17, 2026 - Python
A programming language designed for AI agents. 76% fewer tokens than Python.
programming-language compiler code-generation programming-tools ai-agents llm agent-tools token-efficient
-
Updated
Apr 9, 2026 - Python
Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in alternative to mcp-atlassian for LLM agents. Compact output, lossless XHTML<->Markdown round-trip, Claude Code + Codex integration.
python cli jira bitbucket confluence atlassian codex llm llm-agents claude-code token-efficient mcp-alternative server-dc
-
Updated
Apr 17, 2026 - Python
A Token-Efficient Model Context Protocol (MCP) Server. Empowers AI Agents with Semantic Long-term Memory, Agile Dashboard, and a Dynamic Plugin Sandbox
docker-compose mcp semantic-search fastapi streamlit-dashboard ai-agent pgvector ai-memory mcp-server token-efficient
-
Updated
Apr 2, 2026 - Python
Agentic File Sorter — secure semantic naming and topic sorting for downloaded media. Agent-first, local Ollama models, zero cloud dependencies.
computer-vision pillow cli-tools file-sorting file-organizer content-disarm local-llm agentic ollama claude-code token-efficient semantic-naming
-
Updated
Mar 25, 2026 - Python
Improve this page
Add a description, image, and links to the token-efficient topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the token-efficient topic, visit your repo's landing page and select "manage topics."