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#token-efficiency

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

9 records
Tagged “token-efficiency”Ranked by health index
npm
74Goodhealth index
Dave-London/Pare
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
TypeScript★ 134Jul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
PyPI · npm
70Goodhealth index
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.
Python★ 2,024↓ 88.4K/moJul 16, 2026
Custom licenseJul 16, 2026 · metrics 1.13.0
npm
57Moderatehealth index
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.
TypeScript★ 57↓ 3,988/moJul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
Go · npm
57Moderatehealth index
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.
Go · TypeScript★ 133Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
npm
54Moderatehealth index
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.
TypeScript · MDX · CSS★ 5↓ 8,952/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Go · PyPI
50Moderatehealth index
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.
Go · Python★ 1Jul 19, 2026
Custom licenseJul 19, 2026 · metrics 1.13.0
Go
50Moderatehealth index
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.
Go★ 5↓ 0/moJul 13, 2026
MITJul 13, 2026 · metrics 1.13.0
Go · PyPI
48At riskhealth index
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.
Go★ 6↓ 2,701/moJul 14, 2026
MITJul 14, 2026 · metrics 1.13.0
npm
44At riskhealth index
misunders2d/pi-experiences
Pi package for reviewed behavioral experience patterns separate from skills and memory
TypeScript · JavaScript★ 2↓ 3,731/moJul 16, 2026
MITJul 16, 2026 · metrics 1.13.0