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"MCP (Model Context Protocol) requirements and selection" matching MCP servers:
- Alicense-qualityAmaintenanceA 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.363MIT
- AlicenseAqualityAmaintenanceA small MCP server that gives agents rich context about a YouTube video — its transcript, jump-to-the-moment deep links, metadata, and most-replayed moments — so they can answer questions, summarize, pull quotes, or surface highlights.72MIT
- AlicenseAqualityDmaintenanceMCP Long Context Reader is a Python-based toolkit designed to overcome the context window limitations and high costs associated with Large Language Models (LLMs) processing extensive documents. It provides a FastMCP server with multiple, powerful strategies for an LLM agent to 'read' and query long documents without needing to load the entire text into its context window.55MIT
- AlicenseBqualityDmaintenanceThe URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: con2197MIT
- Alicense-qualityCmaintenanceCompresses, deduplicates, and filters tool outputs to optimize token usage and context window for AI agents.MIT
- Flicense-qualityDmaintenanceA simple notes MCP server that enables creating, listing, and summarizing text notes via resources, tools, and prompts.
- Alicense-qualityAmaintenanceEnables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.214MIT
- Alicense-qualityBmaintenanceEnables exploring Steam store reviews and community discussion threads with server-side filtering, temporal analysis, and metadata context for understanding player sentiment and feedback beyond store page noise.251BSD 3-Clause
- AlicenseAqualityAmaintenance✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀101,18413GPL 3.0
- Flicense-quality-maintenanceProvides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.
- Flicense-qualityDmaintenanceA Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.
- AlicenseAqualityCmaintenanceProvides clean, bounded web content to AI by filtering HTML noise and optionally summarizing, preventing context window overflow.33MIT
- AlicenseAqualityAmaintenanceModel Context Protocol server exposing the bankstatementparser library as first-class agent tools for reading bank statements.51Apache 2.0
- AlicenseAqualityAmaintenanceModel Context Protocol server for Archive of Our Own: search fanfiction and have an AI read and rank fics for you.451MIT
- AlicenseAqualityDmaintenanceA FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.432MIT
- AlicenseAqualityAmaintenanceAn MCP (Model Context Protocol) server specialized in deciphering PDF internal structures.16991MIT
DeepL MCP Serverofficial
AlicenseAqualityAmaintenanceA Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.13467110MIT- FlicenseAquality-maintenanceProvides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.5
- AlicenseAqualityCmaintenancedistill-mcp-v2 is a high-performance, network-dependency-free Python FastMCP server designed to aggressively optimize Large Language Model (LLM) context windows. It provides specialized tools for compressing and analyzing massive AI-agent payloads without losing critical semantic information.8MIT
