"Automatic context compression tools or methods" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  D

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Updated 4 months ago (2026-04-18 04:46 UTC)

  Apache 2.0

• Compression AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Compression AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Updated 21 days ago (2026-07-26 22:42 UTC)

  11

  MIT

• or-info

  jmtrs

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Updated 2 months ago (2026-06-15 14:36 UTC)

  445

  1

  MIT

• or-pricer

  viperdriver2000

  F

  license

  -

  quality

  B

  maintenance

  MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.

  Updated 7 days ago (2026-08-10 09:17 UTC)

• Context Guardian

  Ar5en1c

  A

  license

  -

  quality

  C

  maintenance

  MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.

  Updated 4 months ago (2026-04-09 09:00 UTC)

  14

  7

  MIT

• RTK Context Compressor

  clauxel

  F

  license

  -

  quality

  B

  maintenance

  Paid hosted MCP server for OpenAI Codex context compression, providing tools to compress context, estimate savings, issue receipts, and read history.

  Updated 3 months ago (2026-05-25 09:01 UTC)

• worklab-tools

  Ryeliu

  F

  license

  A

  quality

  D

  maintenance

  MCP server for personal knowledge management providing AI-powered tools for semantic search, audio transcription, image generation, and PPT creation.

  Updated 5 months ago (2026-03-25 06:28 UTC)

  7

• mcp-tools

  egnaro9

  A

  license

  A

  quality

  B

  maintenance

  Provides five safe tools (calc, search, model_drift, compare_runs, grade_answer) for arithmetic, keyword search, model drift monitoring, eval comparison, and answer grading against sources, all implemented directly from the MCP spec with zero dependencies.

  Updated 16 days ago (2026-08-01 10:30 UTC)

  5

  MIT

• Context-first

  XJTLUmedia

  A

  license

  A

  quality

  D

  maintenance

  Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp

  Updated 4 months ago (2026-04-15 01:09 UTC)

  8

  1

  MIT

• chatgpt-context-mcp

  protosskai

  A

  license

  A

  quality

  C

  maintenance

  Imports private ChatGPT conversations into MCP clients like Codex and Claude Code. Provides tools to fetch remote conversation content and serve cached context via local stdio.

  Updated 2 months ago (2026-06-20 12:22 UTC)

  4

  1

  MIT

• doubao-tools

  amazing1102

  A

  license

  B

  quality

  C

  maintenance

  一个MCP视觉分析工具，将本地图片交给豆包视觉模型分析，帮助Claude Code和DeepSeek理解截图内容。

  Updated 2 months ago (2026-06-27 08:01 UTC)

  1

  ISC
• 

  @yavdaanalytics/contextofficial

  yavdaanalytics

  A

  license

  -

  quality

  B

  maintenance

  A context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.

  Updated a month ago (2026-07-16 18:10 UTC)

  3

  MIT

• ladybug-tools-mcp

  LoftyTao

  A

  license

  -

  quality

  A

  maintenance

  Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.

  Updated 2 months ago (2026-06-25 07:04 UTC)

  3

  GPL 3.0

• claude-tools

  wren-creator

  A

  license

  -

  quality

  B

  maintenance

  Local MCP servers that give Claude Code access to other tools mid-session.

  Updated 6 days ago (2026-08-11 17:14 UTC)

  GPL 3.0

• Context Intelligence Layer

  myselfvivek17

  A

  license

  -

  quality

  D

  maintenance

  Provides LLMs with persistent memory and reusable skills via MCP, enabling semantic storage and retrieval of user preferences, project context, and step-by-step procedures across conversations.

  Updated 4 months ago (2026-04-04 16:35 UTC)

  2

  MIT

• Media Context MCP

  danny2708

  A

  license

  -

  quality

  B

  maintenance

  Enables text-only coding models to read images, PDFs, presentations, spreadsheets, and other non-text files through a single analyze_media tool, combining local document extraction, OCR, and optional vision models with clear evidence labeling.

  Updated 14 days ago (2026-08-03 05:26 UTC)

  1

  MIT
• 

  FLASK-toolsofficial

  FLASK-LLNL

  F

  license

  -

  quality

  B

  maintenance

  Provides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.

  Updated 17 days ago (2026-07-31 02:39 UTC)

• context-killer-mcp

  dignitas00

  A

  license

  -

  quality

  C

  maintenance

  Enables Claude to offload code generation to Google's Gemini, saving tokens by writing files directly to disk without returning the content to the chat.

  Updated 2 months ago (2026-06-21 14:43 UTC)

  MIT

• auggie-context-mcp

  aj47

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents like Claude and Cursor to query codebases using Augment's context engine via the Auggie CLI.

  Updated 7 months ago (2026-01-15 22:58 UTC)

  9

  38

  MIT

• Arch AI Tools

  Deesmo

  F

  license

  -

  quality

  C

  maintenance

  Provides 63 production-ready API tools for AI agents, including web scraping, AI generation, crypto data, OCR, image generation, audio transcription, text-to-speech, email, and domain lookup.

  Updated 5 days ago (2026-08-12 05:13 UTC)

  1