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maintenanceA Python MCP server providing AI agents with tools for local knowledge base search, business context retrieval, and text summarization prompt generation.
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"How to run Python code" 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
- AlicenseAqualityBmaintenanceEnables context compression for Claude Code with Thai language support, reducing token usage by 50-88% while preserving full recoverability of original content.3MIT
- 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
- AlicenseAqualityDmaintenanceFetches, parses, and summarizes ETSI telecommunications and media standards documents, enabling Claude to autonomously look up and ingest standards mid-conversation for answering questions, generating conformant code, or writing XML.6MIT
- AlicenseAqualityDmaintenanceMCP server that compresses markdown files into caveman-style prose, cutting token usage by 65% while preserving code and structure.3MIT
- AlicenseAqualityCmaintenanceEnables quick deployment of a trending news assistant with multi-channel notification and AI analysis, helping users stay updated with relevant news.27GPL 3.0
- FlicenseAqualityDmaintenanceA Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.52
- FlicenseAqualityCmaintenanceA Python MCP server for web research that enables fetching web pages, searching, batch-fetching, extracting links, and summarizing content via client-side sampling, with optional local file access.9
- AlicenseAqualityDmaintenanceA Python MCP server for fetching and summarizing news articles from the Boring News API by date, category, tags, people, and similarity.5MIT
- FlicenseAqualityCmaintenanceLocal MCP server that enables delegating low-risk tasks like summarization or code patches to a low-cost model, with the main agent reviewing results.2
- 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
- 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
- AlicenseBqualityDmaintenanceEnables automatic conversation summarization by typing -sun command, which analyzes the current chat session and saves structured summaries as .mdc files with key insights, outcomes, and next steps.312Apache 2.0
- FlicenseBqualityDmaintenanceA server for managing and summarizing notes using a custom URI scheme, with tools to add notes and create styled summaries.418
- AlicenseBqualityCmaintenanceEnables coding agents like Claude Code and Codex to offload boilerplate generation, summarization, and other bounded text tasks to local or cheap cloud LLMs, keeping the frontier agent in charge of judgment and code edits.92MIT
- AlicenseBqualityDmaintenanceA TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of notes via Claude Desktop integration.23ISC
- AlicenseBqualityDmaintenanceA Model Context Protocol server that enables AI agents to join and interact with online meetings (Zoom and Google Meet), capturing transcripts and recordings to generate meeting summaries.311MIT
- FlicenseCqualityDmaintenanceA simple MCP server implementing a note storage system with one tool to add notes and one prompt to summarize stored notes.42
- AlicenseCqualityDmaintenanceA Model Context Protocol server that implements a simple notes system, allowing users to create, list, and summarize text notes.36ISC