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  • A
    license
    A
    quality
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    maintenance
    Lets AI agents estimate the cost and result size of BigQuery and Snowflake queries before they run, then execute them only within per-call byte, row, and dollar bounds. Estimates are labeled with an accuracy tier so agents never over-trust an approximate figure.
    4
    365 PyPI
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides read-only visibility into Snowflake warehouse cost and query performance, including credit usage by warehouse, expensive queries, and heuristic right-sizing recommendations.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables estimating a BigQuery query's cost before running it, using a free dry run to report bytes processed and the estimated on-demand USD charge. It also flags common sources of wasted spend, such as SELECT * and missing partition filters on partitioned tables.
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables local, deterministic management and search of point-of-sale support data—branches, terminals, incidents, and incident history—with read-only queries and mutating tools over stdio using simulated SQLite data.
    11
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  • F
    license
    B
    quality
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    maintenance
    MCP server for GameCalendar database, enabling read and optional write access to game release and blog post data via natural language.
    6
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  • A
    license
    C
    quality
    A
    maintenance
    MCP server for IQMS / DELMIAworks (EnterpriseIQ) — read manufacturing ERP data via Oracle and post transactional updates via the WebAPI module.
    16
    Apache 2.0
  • A
    license
    C
    quality
    F
    maintenance
    A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations.
    4
    126
    MIT
  • A
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    maintenance
    Turns a voidbase instance into an MCP server whose tools are generated from the instance's own OpenAPI document, so callers can read the existing collections and their fields. It answers one JSON-RPC request at a time over a stateless POST /api/mcp transport.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables performing PostgreSQL database operations (create, read, update, delete) on User and Post entities through MCP tools.
    493 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables listing recent posts, fetching the latest post matching a slug prefix, and inserting or updating posts by slug on a remote database.
    1
    GPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    This MCP server enables safe local access to tables and spreadsheets for AI agents, providing typed tools for reading, previewing, and committing table changes through a permission-brokered interface.
    MIT
  • -
    license
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    quality
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    maintenance
    A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.
    10 npm
    1
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  • F
    license
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    quality
    D
    maintenance
    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
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  • F
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    quality
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    maintenance
    Connects Claude.ai to the BrewBoard Supabase database for analytics and post-visit customer messaging, exposing tools like revenue summary, peak hours, orders, and a simulated revisit message.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for PostgreSQL database management, enabling AI-assisted schema exploration, stored procedure analysis, test data generation, and safe transaction management via Claude Desktop.
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  • F
    license
    Not graded
    quality
    F
    maintenance
    A comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.
    34
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