A
licenseA
qualityC
maintenanceA system for defining, composing, and managing task-specific contexts for AI-powered development, enabling consistent, high-quality results.
3
11
1
MIT
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"Context compression techniques and methods" matching MCP servers:
- AlicenseAqualityBmaintenanceContext+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.176961,966MIT
- AlicenseBqualityCmaintenanceCompress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.31MIT
- AlicenseAqualityDmaintenanceAn MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.5Apache 2.0
- AlicenseAqualityBmaintenanceMCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.6MIT
- AlicenseAqualityAmaintenanceUnified MCP orchestration layer that consolidates multiple MCPs into a single interface with semantic tool discovery, code-mode execution, scheduling, and intelligent caching to reduce token usage by 97% and eliminate choice paralysis.29197Elastic 2.0
- AlicenseBqualityCmaintenanceA local MCP server for managing engineering context across Components, Repos, Tasks, and Governance entities. It enables capturing reusable context and composing it per-task with typed relationships and cross-cutting guidelines.36MIT
- AlicenseAqualityBmaintenanceAI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.6721MIT
- AlicenseBquality-maintenanceMCP server for structured reasoning with cognitive trap detection, verification, and context compression5411
Kylas CRM MCP Serverofficial
AlicenseAqualityCmaintenanceModel Context Protocol server for Kylas CRM lead operations, enabling lead creation, search/filter, and lookup of users, products, and pipelines.1412MIT- AlicenseAqualityAmaintenanceA Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.544MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server that provides AI assistants with plain-English access to official Dallas-area public data (weather alerts, school ratings, and 311 service requests) without requiring API keys or logins.41Apache 2.0
- AlicenseAqualityAmaintenanceRadar is an open-source Kubernetes observability and diagnostics MCP server. It exposes cluster health, workload diagnosis, logs, events, topology, audit findings, and remediation actions to AI agents through the Model Context Protocol.252,759Apache 2.0
- AlicenseAqualityAmaintenanceContext infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP139MIT
- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for MediaWiki29921119MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to create, update, publish, and manage Datawrapper charts via the Model Context Protocol.848MIT
- AlicenseAqualityAmaintenanceSecure and token-efficient MySQL MCP server built specifically for AI agents. Prevents hallucinations, optimizes context windows and blocks dangerous queries.575MIT
- AlicenseAqualityBmaintenanceModel Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.1MIT
- AlicenseAqualityAmaintenanceModule discovery, documentation search, and skill generation for AI agents via the Model Context Protocol.194GPL 3.0
- AlicenseAqualityAmaintenanceGenerates UML and other diagrams (30+ types) via the Model Context Protocol, supporting multiple output formats and deployment options.492MIT