A
license-
qualityD
maintenanceMCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.
Last updated
MIT
61,468 servers. Last updated
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"Gathering Context from an Ubuntu Server" matching MCP servers:
- Alicense-qualityBmaintenanceAutomatically captures project state on git commits, detects context drift, and delivers structured token-budgeted briefings to AI agents, ensuring project continuity without manual effort.Last updated742MIT
- Alicense-qualityDmaintenanceContext window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.Last updated1MIT
- Alicense-qualityAmaintenanceProvides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.Last updatedMIT
- Alicense-qualityAmaintenanceAn event-driven MCP server that enables agents to share context streams, publish and subscribe to events, manage tasks, and follow protocols, keeping a fleet of agents mutually context-aware in real time.Last updatedMIT
- Flicense-qualityCmaintenanceProvides persistent memory, identity, and context for Claude sessions through a memory graph, enabling recall, storage, and relationship management of entities and decisions.Last updated
- Flicense-qualityDmaintenanceAn MCP server implementation that maximizes Gemini's 2M token context window with tools for efficient context management and caching across multiple AI client applications.Last updated29
- FlicenseCqualityDmaintenanceA server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.Last updated2359
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.Last updated2MIT
- Alicense-qualityDmaintenanceFacilitates enhanced interaction with large language models (LLMs) by providing intelligent context management, tool integration, and multi-provider AI model coordination for efficient AI-driven workflows.Last updatedMIT
- Flicense-qualityCmaintenanceA unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.Last updated
- Flicense-qualityCmaintenanceA tiny always-loaded gateway that lets any MCP-capable client discover all context assets on demand via progressive search, avoiding token cost.Last updated
- Flicense-qualityDmaintenanceA Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.Last updated1
- AlicenseAqualityCmaintenanceUnified 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.Last updated213096Elastic 2.0
- AlicenseAqualityFmaintenanceMCP server for the402.ai — an open marketplace where AI agents discover and purchase services from third-party providers via x402 micropayments (USDC on Base). Browse the catalog, purchase services, manage conversation threads, and list services as a provider.Last updated30852MIT
UseGrant MCP Serverofficial
AlicenseBqualityCmaintenanceA Model Context Protocol server that provides tools for managing providers, clients, tenants, and access tokens through the UseGrant platform.Last updated2622MIT- AlicenseBqualityDmaintenanceA Model Context Protocol server that connects to Mattermost, allowing AI models to monitor and process messages from specific teams and channels in real-time via SSE or Standard I/O transport modes.Last updated1164MIT
- FlicenseBqualityDmaintenanceA Model Context Protocol compatible server that provides weather information for any city using Ollama's LLM capabilities through an exposed get-weather tool.Last updated1
ContextForge MCP Gatewayofficial
Alicense-qualityBmaintenanceA 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.Last updated4,147Apache 2.0- Alicense-qualityDmaintenanceAn MCP server implementation that enables calling iFlytek workflows through the Model Context Protocol, allowing for intelligent workflow scheduling with sequential, parallel, loop, and nested execution modes.Last updated3MIT