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    maintenance
    A task-aware context compression layer for Agent workflows, RAG pipelines, and AI Coding assistants, reducing noisy logs, retrieval chunks, and code context into high-signal LLM inputs via CLI, Python SDK, and MCP.
    325
    MIT
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    license
    D
    quality
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    maintenance
    Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3, Llama 3), text-to-image generation, image background removal, text-to-speech, question answering, and text summarization capabilities.
    13
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Integrates Vale prose linting into AI coding assistants, enabling users to check text files for style and grammar issues using Vale's powerful linting engine. Provides automated style feedback with smart configuration discovery and rich formatted results.
    3
    18
    MIT
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    license
    A
    quality
    A
    maintenance
    Turns plain text or Markdown, web pages, and local PDFs into editable Markdown outlines that can be rendered as standalone, offline-capable interactive HTML mind maps. Works with any MCP client with no API key required, since the connected model writes the final outline from a draft and cleaned source text.
    4
    39 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides MCP tools for querying and summarizing Northwest A&F University campus information, including trending QQ channel posts, official website notices/events/competitions, and cross-site custom searches with Markdown output and source links.
    4
    MIT
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    quality
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    Enables MCP clients to query and search curated RSS feeds covering data, AI, and cloud topics, and to generate local-LLM digests with citations, trends, and impact analysis via Ollama. It also exposes source listings and a ready-made competitive-watch prompt.
    4
    MIT
  • F
    license
    B
    quality
    F
    maintenance
    Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.
    1
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    quality
    B
    maintenance
    Enables transformation of raw multi-source enterprise findings into comprehensive, structured executive briefings with auto-generated executive summaries, risk registers, decision matrices, and appendix citations. It runs as a native MCP server with zero external dependencies.
    7
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Connect WhatsApp to Claude, ChatGPT, Cursor or any MCP client. Search and summarize chats, look up contacts and groups, read voice-note transcripts, and manage labels, reminders and scheduled messages. Works while the Kaption extension for WhatsApp Web or the Kaption desktop app is open.
    1
    Business Source 1.1
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to turn their current Codex/ChatGPT conversation into a source-backed personal newspaper: they pick public sources, exclusions, language, timezone and interests through native settings, then request an edition that the conversation reads and cites. The server stores and renders validated editions locally with source links, preserving the previous edition when generation fails.
    MIT
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    license
    Not graded
    quality
    B
    maintenance
    A local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.
    AGPL 3.0
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    Not graded
    quality
    D
    maintenance
    Enables Chinese text segmentation using the jieba library with support for precise, full, and search engine modes. Provides natural language access to professional Chinese word segmentation capabilities through MCP protocol.
    2
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables users to transform raw multi-source enterprise findings into complete, structured strategic documents, auto-generating executive summaries, risk registers, decision matrices, and appendix citations. It runs as a zero-dependency Python MCP server that works with Claude Desktop, Cursor, and other MCP-compatible clients.
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables generating deterministic, cited research findings from caller-supplied source metadata and excerpts via a local-fixture MCP tool, supporting English and Spanish.
    Apache 2.0
  • A
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    quality
    D
    maintenance
    Enables integration with Kagi search engine services including web search, content summarization from URLs, and AI assistant conversations. Uses session tokens to access Kagi's search API, summarizer, and AI models directly within MCP-compatible applications.
    7 npm
    3
    MIT
  • A
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    quality
    D
    maintenance
    MCP server that reads Telegram groups and channels via MTProto to produce source-linked summaries with participant contributions, decisions, and risks over specified time ranges.
    168 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables researchers to interact with a personal corpus of academic papers through semantic search, grounded question answering with source citations, and document summarization or comparison via MCP tools.
    Apache 2.0