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  • A
    license
    A
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    Enables comprehensive PostgreSQL database monitoring, analysis, and management through natural language queries. Provides performance insights, bloat analysis, vacuum monitoring, and intelligent maintenance recommendations across PostgreSQL versions 12-17.
    34
    161
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that transforms Deputy workforce records into operational workflows, enabling AI assistants to answer questions about coverage gaps, overtime risk, timesheet exceptions, availability conflicts, and staffing summaries.
    5
    23 npm
    MIT
  • A
    license
    A
    quality
    B
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    Exposes the full capabilities of Microsoft Dynamics 365 Finance & Operations to AI assistants through 49 comprehensive tools and standardized protocol interactions. It enables sophisticated workflows including OData operations, metadata discovery, and secure database analysis.
    49
    39
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables enhanced file system operations including reading, writing, copying, moving files with streaming capabilities, directory management, file watching, and change tracking.
    22
    MIT
  • A
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    maintenance
    Enables comprehensive file and document operations including image compression, archive creation/extraction, file copying/moving, PDF merging/splitting/conversion, SQLite database queries, and advanced text processing.
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  • A
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    Not graded
    quality
    C
    maintenance
    Enables read-only access to operations and telemetry data across 12 domains through 45 agent tools, including asset inventory, metrics, outages, incidents, and platform settings, with support for AWS SigV4-signed live access and a fixture-based mock mode that runs without a backend.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables agents to perform deterministic data intake pipelines for FOIA and public comments, with medallion warehouse, PII policy enforcement, and verified insights.
    Apache 2.0
  • A
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    quality
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    maintenance
    Enables AI applications to perform basic mathematical operations like addition and subtraction through MCP tools. Also provides REST API endpoints for the same operations.
    MIT
  • A
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    quality
    B
    maintenance
    MCP server that provides read-only business operations tools: list businesses, get status, identify missing inputs, and prepare email drafts/attachment manifests from synthetic evidence, with strict no-send/no-write safeguards.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive data insights into enterprise operations, including company trends, financing history, market rankings, and sentiment analysis. It enables users to perform keyword-based searches and evaluate business scale, tax qualifications, and competitive project profiles.
    3
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    A safe, read-only MCP server that gives Codex structured access to engineering operations evidence, with validated queries, secret redaction, and audit logging. Provides a search_logs tool for filtering logs by service, environment, severity, and time range.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.
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  • F
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    quality
    D
    maintenance
    Enables performing arithmetic operations (add, subtract, multiply, divide, power, modulo) via natural language through HTTP SSE transport, allowing integration with Claude or other MCP clients for AI-powered calculations.
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  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server exposing tools for a small food business: catalog, booking capacity, stock, catering quotes, and orders. Enables natural-language interaction with these operations via any MCP client, including a LangGraph agent.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides tools for common file processing operations including reading files, listing directories, searching across files, getting file info, and counting lines with built-in security features like path traversal protection.
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