npm
Dave-London/Pare
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
MIT17. Juli 2026 · Metriken 2.10.0
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#token-efficiency
Alle Repositories im öffentlichen Register, die dieses Tag tragen — aus ihren GitHub-Topics oder den von ihren Paket-Registries veröffentlichten Schlagwörtern. Die Gesundheit wird nach derselben versionierten Methodik gemessen wie im übrigen Register.
14 Einträge
npm
toon-format/toon
🎒 Token-Oriented Object Notation (TOON) – compact, human-readable serialization of JSON data for LLM prompts. TypeScript SDK, CLI, benchmarks.
MIT5. Aug. 2026 · Metriken 2.10.0
PyPI · npm
jgravelle/jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Eigene Lizenz16. Juli 2026 · Metriken 2.10.0
npm
raymondchins/agentmap
The repo map your coding agent is forced to use — ~98% fewer tokens (up to 99.9% per task) to understand a TS/JS codebase. PageRank hubs, Aider-style symbol ranking, token-budgeted digest, --any router, wired into the agent loop.
MIT24. Juli 2026 · Metriken 2.10.0
npm
toon-format/spec
Official specification for Token-Oriented Object Notation (TOON)
MIT27. Juli 2026 · Metriken 2.10.0
npm
sqlew-io/sqlew
Extended Memory Layer of Coding AI
Apache-2.06. Sept. 2026 · Metriken 2.10.0
npm
kompassdev/kompass
Navigate your way - manual steering, steered autonomy, or autonomously. Kompass keeps AI coding agents on course with token-efficient, composable workflows.
MIT26. Juli 2026 · Metriken 2.10.0
Go · npm
prasenjeet-symon/ogcode
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.
MIT18. Juli 2026 · Metriken 2.10.0
npm
TaewoooPark/Agent-Blackbox
Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into AGENTS.md — no API key, one npx command.
MIT21. Juli 2026 · Metriken 2.10.0
npm
LuiggiVal08/toon-memory
MCP server giving AI coding agents offline, token-efficient persistent memory — recall decisions, patterns, and bugs across sessions with 68.5% fewer tokens than re-reading context. No LLM, no server; works with 15+ agents.
MIT17. Juli 2026 · Metriken 2.10.0
Go · PyPI
Clawdlinux/agent-native-format
Agent Native Format (ANF): a token-minimal view format that translates live system state into far fewer tokens for AI agents. Ships a Go encoder, a Kubernetes translator, and a governed execution runtime. v0.1 PoC.
Eigene Lizenz25. Juli 2026 · Metriken 2.10.0
Go
blackwell-systems/gcf-go
GCF Go implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
MIT22. Aug. 2026 · Metriken 2.10.0
PyPI · Go
blackwell-systems/gcf-proxy
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.
MIT22. Aug. 2026 · Metriken 2.10.0
npm
misunders2d/pi-experiences
Pi package for reviewed behavioral experience patterns separate from skills and memory
MIT16. Juli 2026 · Metriken 2.10.0