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maintenanceEnables AI-powered access to authoritative design systems knowledge, including W3C standards, WCAG guidelines, and best practices from 188+ curated entries via semantic vector search.
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"Systems or platforms that support dynamic registration" matching MCP servers:
- AlicenseNot gradedqualityBmaintenanceExposes order status lookup and knowledge base search tools from the Support Agent AI over MCP, enabling MCP clients to handle customer support queries with grounded, citation-backed answers.MIT
- FlicenseNot gradedqualityCmaintenanceEnables AI agents to check order statuses, retrieve FAQ policy answers via RAG, and create/manage support tickets, all based on the e-commerce support workflow in the repository.
- FlicenseNot gradedqualityCmaintenanceEnables natural language querying and semantic search over a bilingual customer support ticket dataset using SQL and embeddings.
- FlicenseAqualityBmaintenanceProvides e-commerce customer support tools for order status, delivery, account, and policy questions, with RAG-grounded retrieval and strict authorization checks over mock data.6
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol (MCP) server that provides AI-powered customer support using Cursor AI and Glama.ai integration.4MIT
- FlicenseNot gradedqualityCmaintenanceEnables ticket management through a REST API and support document search via a local vector database, powered by Ollama and LanceDB.
- AlicenseCqualityCmaintenanceMulti-user MCP gateway for WeKnora v0.7.1 that accepts per-request WeKnora API keys, enabling client-scoped access to spaces and knowledge bases through a single Streamable HTTP MCP endpoint.28MIT
- AlicenseNot gradedqualityFmaintenanceEnables LLMs to perform sophisticated web searches through proxy servers using Tavily's API, supporting comprehensive web searches, direct question answering, and recent news article retrieval with AI-extracted content.3MIT
- AlicenseNot gradedqualityDmaintenanceAggregates multiple remote Model Context Protocol endpoints and exposes them through a unified SSE interface, allowing an LLM client to interact with specialized servers without configuration changes.MIT
- FlicenseNot gradedqualityBmaintenanceExposes hybrid document retrieval and evaluation tools from retrieval-lab via MCP, including search_documents, corpus_info, run_evaluation, and search_my_repos, with wire-level conformance tests.1
- FlicenseNot gradedqualityCmaintenanceAn MCP server that provides hybrid search over Confluent support articles and lets AI assistants save solved problems back into the knowledge base.
- AlicenseAqualityFmaintenanceQuery 37 EU regulations — from GDPR and AI Act to DORA, MiFID II, eIDAS, Medical Device Regulation, and more — directly from Claude, Cursor, or any MCP-compatible client.1415625Apache 2.0
knowingofficial
AlicenseNot gradedqualityAmaintenanceContent-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSON17MIT- AlicenseNot gradedqualityAmaintenanceEnables AI agents to store, search, and relate typed memories with a graph-native knowledge base via the Model Context Protocol.Apache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables conversion of webpages to clean markdown with content quality scoring and multi-page crawling for documentation sites. Supports Claude Code, Cursor, and Windsurf with native LangChain and LlamaIndex export formats.29MIT
- FlicenseNot gradedqualityNot gradedmaintenanceProvides AI agents with database-like operations over LanceDB with automatic BGE-M3 multilingual embedding generation, enabling semantic search, CRUD operations, and safe schema migrations across structured data.
- AlicenseAqualityAmaintenanceEnhanced MCP server for GraphQL with filtered introspection and full variable support.2023,2392MIT
- AlicenseAqualityCmaintenanceCrawl any website into clean Markdown, search through pages, read full content, and extract structured data using OpenAI, Claude, Gemini, or Grok — with auto-citation and resume support.53MIT
- AlicenseAqualityAmaintenanceAutoMem MCP provides persistent memory for AI assistants, enabling them to recall information across conversations and platforms with graph-vector retrieval.610564MIT
