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maintenanceA context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.
14
MIT
70,060 servers. Updated
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"Context compression techniques and methods" matching MCP servers:
Context MCP Serverofficial
Alicense-qualityDmaintenanceEnables AI agents to browse, trade, and create prediction markets on Context Markets. Supports wallet management, order placement, and market creation through MCP tools.91MIT
context-firewallofficial
Alicense-qualityCmaintenanceA local MCP server that acts as a policy-based firewall for personal context, letting users control agent access to their data with deny-by-default rules, per-field grants, and an audit trail.361Apache 2.0- AlicenseAqualityAmaintenanceEnables async-first working practices by providing tools to draft decision docs, convert meetings to async artifacts, score status updates, and triage sync vs async tasks. It also offers reference tools for the Open and Async book's principles and coaching prompts.116744Inno Setup
- AlicenseAqualityDmaintenanceA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).163Apache 2.0
Model Context Shellofficial
Alicense-qualityBmaintenanceEnables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.22Apache 2.0
cfabric-mcpofficial
Alicense-qualityCmaintenanceEnables AI agents to perform corpus analysis tasks such as discovery, search, and data access via the Model Context Protocol.9MIT
Code Context Engineofficial
Alicense-qualityAmaintenanceIndexes your codebase so AI coding agents can search instead of re-reading files, saving up to 94% of tokens.393MIT- Flicense-qualityBmaintenanceEnables querying context about the MAM product components and architecture through MCP, allowing agents to retrieve targeted product information on demand instead of loading full documentation.
Fraim Context MCPofficial
Flicense-quality-maintenanceEnables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.- Flicense-qualityCmaintenanceMCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.
- AlicenseAqualityDmaintenanceThis MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.182MIT
- AlicenseAqualityAmaintenanceCredit and payments for AI agent developers — over MCP. No crypto required65314MIT
- Alicense-qualityCmaintenanceProvides Stackpress framework context and documentation to AI utilities like Claude Desktop and Cline. Enables AI assistants to understand and work with Stackpress projects by fetching and serving relevant framework information.6Apache 2.0
- AlicenseAqualityCmaintenanceEnables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.31,226105Apache 2.0
- AlicenseAqualityDmaintenanceEnables secure access to customer e-commerce data (orders, loyalty points, offers, preferences) through the Shopper Context Protocol with OAuth 2.0 authentication. Supports discovering and connecting to SCP-enabled merchants for personalized shopping assistance.1171MIT
Statistics Query andofficial
FlicenseBqualityCmaintenanceMCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.5
CMR Model Context Protocolofficial
FlicenseBqualityDmaintenanceAn MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.14
ContextForge MCP Gatewayofficial
Alicense-qualityAmaintenanceA comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.4,285Apache 2.0- Alicense-qualityDmaintenanceAccess to many public datasets right from your LLM application.155MIT
