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    Web search for AI agents across 6 engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through one search tool. Routes each query to the cheapest engine that clears a quality bar and caches repeats. Hosted, streamable-HTTP, BYOK supported.
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    MIT
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    Provides AI assistants with programmatic access to the National Library of Sweden's digitized historical newspapers, enabling full-text search, filtering, timelines, and image retrieval across over 2.2 million pages.
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    MIT
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    Enables LLMs to look up, validate, and search Indian bank branch data by IFSC — returning real branch addresses, MICR codes, and settlement-rail support, plus mapping bank names to their 4-letter codes, so models query a tool instead of hallucinating payment details.
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    MIT
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    Enables reading Reddit content (posts, comments, search) via RSS feeds without an API key or account, supporting subreddit browsing and post retrieval with minimal setup.
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    208 PyPI
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    MIT
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    Korean crypto market data API for AI agents. Real-time Kimchi Premium (Upbit vs Binance), Korean exchange prices, USD/KRW FX rate. First verified Korean market data MCP server. Pay-per-use via x402 on Base.
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    MIT
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    MCP server for tracking Japanese logistics carriers (Yamato, Sagawa, Japan Post) via mock or AfterShip adapter. Enables AI agents to query shipment status and history in natural language.
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    MIT
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    Local read-only MCP server for Kwangwoon University notices, providing metadata-only crawling and cached notice access through a local STDIO server.
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    Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O, live web search, and local emotional intelligence using a local ChromaDB and Hugging Face model.
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    Enables semantic search, question answering with cited sources, and incremental reindexing of personal notes via MCP tools for Claude Code.
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    Stores and retrieves completed defect-triage analyses to find similar past defects during new ticket triage. Provides tools for storing, searching, updating, and listing historical defect records with hybrid retrieval (dense + BM25).
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    Local RAG knowledge base for Qwen Code, enabling document indexing and semantic search via MCP tools. Supports metadata filtering and document retrieval without external dependencies.
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    Enables searching and browsing Korean legal documents from a local git clone of legalize-kr, with tools for reading files, listing laws, searching content, and viewing git history.
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    Enables access to Korean Bible translations from bskorea.or.kr, allowing users to retrieve chapters, verses, search for keywords, and compare translations across different Korean Bible versions.
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    40 npm
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    MIT
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    MCP server for Korean National Law Information. Enables searching and retrieving Korean laws, English-translated laws, administrative rules, court precedents, and constitutional decisions via 54 MCP tools.
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