[ACL 2026 Oral] "LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?"
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May 22, 2026 - Python
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token-efficiency
Here are 134 public repositories matching this topic...
Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a headphone for AI agent
rust cli homebrew hooks memory mcp memory-management ai-agents cost-reduction token-reduction efficiency-tools antigravity memory-system context-distillation claude-code token-optimization token-efficiency token-savings
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Jun 24, 2026 - Rust
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
typescript mcp developer-tools cursor claude structured-output ai-tools ai-coding model-context-protocol mcp-server token-efficiency
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Jun 23, 2026 - TypeScript
The token-efficient agentic coding workbench. Built for a future where every token counts — it optimizes token usage at the agent-loop level, saving 70%+ on long sessions, while planning, remembering your codebase, and shipping features in parallel from a single self-hosted binary.
go self-hosted pair-programming developer-tools code-generation solidjs coding-assistant ai-agent llm agentic token-efficiency coding-agent
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Jun 29, 2026 - Go
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
cli golang sqlite mcp opencode ast developer-tools knowledge-base codex ai-agents fts5 gemini-cli model-context-protocol mcp-server agent-memory claude-code llm-tool token-efficiency openclaw
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Jun 22, 2026 - Go
Token-efficient data serialization for LLM/AI. 50% fewer tokens than JSON, 93% better value/token. Rust, schema validation, LSP.
rust cli yaml serialization parser streaming csv language-server neo4j xml mcp wasm parquet schema-validation json-alternative data-format lsp ai-ml llm token-efficiency
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Apr 27, 2026 - Rust
Verified code context for agents
python tree-sitter retrieval mcp ast pi code-search developer-tools agents semantic-search code-intelligence local-first code-retrieval coding-agents token-efficiency context-engineering context-window-optimization archex
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Jun 23, 2026 - Python
Claude Code skills for developers who code like cats — never more effort than the problem requires.
cat skill lazy claude cost-saving llm anthropic ai-productivity claude-code token-optimization token-efficiency claude-skills think-twice
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Jun 11, 2026 - JavaScript
Persistent memory for Claude Code — 3-5x longer sessions, 60-80% fewer wasted tokens. Branch-aware, self-healing, token-efficient.
productivity memory developer-tools claude ai-agent llm context-management ai-skills claude-code token-efficiency agentskills skills-sh
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Apr 15, 2026 - Python
One-Click Agent Engineering Infrastructure on VPS. Deploy private multi-agent environments with a 50k-line Next.js Aircraft Carrier architecture. Replaces heavy code-generation loops with atomic MCP commands, eliminating file system parsing to drive AI token spend to absolute zero.
open-source self-hosted multi-agent-system edge-ai devops-automation b2b-automation local-rag mcp-server lightrag claude-code agent-engineering token-efficiency hermes-agent nextjs-aircraft-carrier private-vps
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Jun 29, 2026 - TypeScript
A curated list of strategies, tools, papers, and resources for reducing LLM token costs and improving efficiency in production.
machine-learning awesome ai openai awesome-list claude cost-optimization inference-optimization kv-cache large-language-models llm prompt-engineering generative-ai prompt-caching context-window prompt-compression llm-cost token-optimization token-efficiency model-routing
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Jun 28, 2026
The AI-native wire format for structured data. 100% comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ lossless round-trips across 17 formats. Spec v3.2 Stable.
mcp gemini tokens openai data-serialization structured-data gcf json-alternative ai-agents wire-format agent-communication llm anthropic model-context-protocol mcp-tools token-optimization token-efficiency llm-benchmark toon-alternative graph-compact-format
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Jun 29, 2026
The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 50+ domain extractors and MCP.
screenshot typescript mcp web-crawler web-scraping cursor structured-data browser-automation content-extraction codex ai-agents web-search rag web-data ai-agent model-context-protocol mcp-server claude-code token-efficiency firecrawl-alternative
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Jun 29, 2026 - TypeScript
The data integrity layer that stops AI agents from silently corrupting shared state — across sessions, time, and concurrent runs.
python multi-agent-systems state-synchronization autogen cache-coherence ai-agent langchain llm-agent crewai agent-memory token-efficiency
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Jun 29, 2026 - Python
Open-source platform for token-efficient AI agents. Self-host with docker compose up.
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Jun 3, 2026 - Python
Navigate your way - manual steering, steered autonomy, or autonomously. Kompass keeps AI coding agents on course with token-efficient, composable workflows.
github workflow automation ai developer-tools code-review kompass token-efficiency coding-agent autonomous-coding agent-navigation steered-autonomy
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Jun 26, 2026 - TypeScript
MCP proxy: zero-code GCF adoption. Wraps any MCP server, converts JSON to GCF mid-flight. 53-71% fewer tokens. Works with any structured data.
streaming proxy mcp json-rpc stdio data-serialization structured-data gcf json-alternative ai-agents wire-format llm model-context-protocol mcp-server mcp-tools token-optimization token-efficiency mcp-proxy context-engineering graph-compact-format
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Jun 24, 2026 - Go
A Codex skill for token-efficient subagent delegation and lean handoffs.
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Mar 21, 2026
Coding agents forget your repo. mcp-brain is the missing memory layer — repo-aware, team-aware, lifecycle-aware. 63% Hit@10, zero LLM cost. Works with any MCP client.
ai mcp developer-tools persistent-memory code-generation claude ai-engineering llm prompt-engineering llm-tools ai-productivity llm-memory context-management context-compression token-optimization token-efficiency token-budget context-overhead team-awareness
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Apr 27, 2026 - Python
A lightweight Python protocol and tool for agent-oriented documentation
skills protocol opencode docstring codex claude ai-agent llm prompt-engineering hallucination-mitigation vibe-coding claude-code token-efficiency coding-agent context-engineering claude-skills agent-readable agent-help
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Jun 12, 2026 - Python
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