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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)

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• 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)

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• Context Continuation MCP

  core3-coder

  A

  license

  B

  quality

  D

  maintenance

  Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.

  Updated 10 months ago (2025-11-18 10:06 UTC)

  8

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  2

  Apache 2.0
• 

  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

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• tokenslim-mcp

  robertruben98

  A

  license

  -Not graded

  quality

  C

  maintenance

  Provides context compression via the tokenslim engine, enabling MCP hosts to reduce token usage while preserving key information. Offers compress, retrieve, and stats tools for managing compressed content.

  Updated 2 months ago (2026-06-24 10:03 UTC)

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• 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 (2026-09-03 16:02 UTC)

  MIT