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    MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills from the A2ASearch directory. Ask Claude: "Find MCP servers for database access".
    3
    52 npm
    21
    MIT
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    Enables AI agents to perform web searches and extract full-text content from web pages via standard MCP tools, with fallback search and semantic reranking.
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    MIT
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    Enables MCP-compatible AI assistants to run Python code on Google Colab GPU/TPU runtimes, supporting accelerators like T4, A100, H100, with background execution and Google Drive integration.
    10
    28 PyPI
    3
    MIT
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    Enables MCP clients to run seven local text and data utilities, including JSON formatting, CSV inspection, text analysis and diffing, hashing, timestamp conversion, and URL component parsing. Everything runs offline in memory with no API keys, models, or outbound requests.
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    MIT
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    Enables local-first expense logging, editing, and analysis through natural language conversation, backed by a SQLite database and accessible via MCP over stdio.
    8
    MIT
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    Provides secure, read-only access to Bing Webmaster Tools analytics and non-destructive URL submission for indexing, without destructive site management capabilities.
    16
    MIT
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    A minimal Model Context Protocol server that provides a simple add(a, b) tool for computing the sum of two numbers.
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    4 npm
    MIT
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    Gives an AI assistant full control of a real Telegram user account over MTProto, enabling it to read chats, search history, send and manage messages, and dynamically create new tools as needed.
    MIT
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    Provides a beginner-friendly MCP server that exposes a safe arithmetic calculator tool and workshop documentation resources, letting AI agents discover and invoke tools and read resources over JSON-RPC. It also ships a deterministic mock LLM agent loop and examples so the full tool lifecycle can be explored without API keys.
    MIT
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    Enables multi-agent system auditing with seven-layer analysis, cost governance, compliance mapping, and watchdog monitoring. Offers tools for audit execution, cost analysis, report verification, regulation lookup, remediation suggestions, and fix tracking.
    1
    MIT