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• Concisr

  NcrMancer

  A

  license

  -Not graded

  quality

  C

  maintenance

  Token compression for AI contexts, reducing token consumption by compressing conversation exchanges before they enter the LLM context window.

  Updated 2 months ago (2026-06-24 03:36 UTC)

  MIT
• 

  compresh-mcpofficial

  compresh

  A

  license

  -Not graded

  quality

  C

  maintenance

  Provides production-grade context compression for LLM agent conversations with Q-protective ranking, epistemic markers, and semantic store, reducing token usage while preserving equivalence.

  Updated 2 months ago (2026-07-08 14:55 UTC)

  3

  Business Source 1.1

• promptopt

  hawktuahcoin-hurhur

  A

  license

  -Not graded

  quality

  A

  maintenance

  Enables local, offline prompt compression, smart asking when needed, and routing to the cheapest capable model to save tokens and costs for terminal AI agents.

  Updated 9 days ago (2026-08-23 02:47 UTC)

  257

  1

  MIT

• winnow

  jpoindexter

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables local-first context compression for AI agents, offering tools to compress text, retrieve original content, and get compression statistics.

  Updated 2 months ago (2026-07-09 20:17 UTC)

  438

  MIT

• PromptThrift MCP

  woling-dev

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables 70-90% LLM API cost reduction by compressing conversation history via local Gemma 4 models or heuristics, featuring token counting, model routing, and pinned facts for preserving critical context.

  Updated 5 months ago (2026-04-11 08:05 UTC)

  1

  MIT

• cap-shield-mcp

  robinlidberg-dot

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI agents to compress and selectively retrieve context, with measured recall rather than claimed performance. It provides tools to assess potential traffic and token savings, list compression dictionaries, and assemble relevant memory entries within a token budget.

  Updated 5 days ago (2026-08-27 07:44 UTC)

  MIT