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qualityC
maintenanceCompresses, deduplicates, and filters tool outputs to optimize token usage and context window for AI agents.
MIT
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market.execution
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"Understanding Crypto Execution in Financial Markets" matching MCP servers:
- AlicenseAqualityBmaintenancetooltrim reduces the tokens agents spend re-reading bloated tool results. Run it as an MCP server exposing compress and expand_tool_output, or as a gateway in front of any upstream MCP server: it re-exposes the upstream tools unchanged and shrinks each result (HTML/JSON/logs/tables) before it reaches the model, keeping the relevant content only.22MIT
- AlicenseAqualityDmaintenanceMeasures AI-detection risk in text and provides a line-by-line rewrite plan to lower the score.62MIT
- MIT
- AlicenseAqualityAmaintenanceAn MCP (Model Context Protocol) server specialized in deciphering PDF internal structures.162332MIT
- AlicenseAqualityBmaintenanceMCP server for koreafilings.com — AI-summarized Korean DART (전자공시) corporate disclosures, paid per call in USDC via the x402 protocol on Base. Tools: get_pricing (free), get_disclosure_summary (0.005 USDC).5MIT
- AlicenseAqualityDmaintenanceProvides accurate meeting transcription with speaker diarization and multilingual support, allowing users to submit audio URLs, poll transcription status, get transcripts, and summarize via MCP tools in their IDE.81MIT
- AlicenseAqualityAmaintenanceMCP server that converts video links into AI-generated Markdown notes, with tools for task management, transcription engines, and LLM providers.22226MIT
- AlicenseAqualityDmaintenanceEnables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.1MIT
LibraLM MCP Serverofficial
AlicenseAqualityDmaintenanceAccess 50+ AI-generated book summaries and chapter breakdowns directly in Claude Desktop. Search books by title, author, or ISBN, and get instant access to key insights from business, self-help, and educational books.51MIT- FlicenseAqualityDmaintenanceTransforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.24
- AlicenseAqualityCmaintenanceA Model Context Protocol server that enables access to YouTube video content through transcripts, translations, summaries, and subtitle generation in various languages.54MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to read, search, create, and organize notes in an Obsidian vault, with features like summarization and daily most valuable notes identification.72,472MIT
- AlicenseAqualityDmaintenanceProvides fast, multilingual spell-checking for text and files, featuring syntax-aware parsing that intelligently checks only comments and strings in code. It supports over 15 languages and enables directory-wide scanning with custom dictionary management.71MIT
- AlicenseBqualityDmaintenanceCounts characters and words in both Japanese and English text files, with special handling for Japanese morphological analysis and proper character counting excluding spaces and line breaks.63MIT
- AlicenseBqualityDmaintenanceAnalyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.42MIT
DeepSRT MCP Serverofficial
AlicenseBqualityDmaintenanceAn MCP server that enables users to generate summaries of YouTube videos in multiple languages and formats through integration with DeepSRT's API.22650MIT- AlicenseBqualityFmaintenanceEnables AI assistants to analyze and summarize YouTube videos by extracting captions, subtitles, and comprehensive metadata including title, description, and duration in multiple languages.14160MIT
- AlicenseBqualityDmaintenanceEnables interaction with YouTube videos by extracting metadata, captions in multiple languages, and converting content to markdown with various templates.1205MIT
- FlicenseBqualityDmaintenanceEnables writing and managing notes in flomo through MCP tools, resources, and prompts.118