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    Enables AI assistants to query SQLite databases using plain language, with strict read-only enforcement and column-level access control to prevent damage or unauthorized data reads.
    4
    -
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    license
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    quality
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    maintenance
    A FastMCP server that enables safe, read-only exploration and querying of relational databases (SQLite, PostgreSQL, MySQL) through natural language, with tools for schema inspection, query execution, plan explanation, and migration validation.
    7
    5
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    license
    B
    quality
    B
    maintenance
    Enables AI agents to explore any OpenAPI 3 spec, inspect endpoints and schemas, generate TypeScript types, and make authenticated API calls using credentials mapped to the spec's security schemes.
    7
    478 npm
    MIT
  • A
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    C
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    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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    MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.
    169 npm
    76
    MIT
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    maintenance
    The Model Context Protocol (MCP) server provides a conversational interface for the exploration and analysis of RDF Turtle Knowledge Graph in Local File mode or SPARQL Endpoint.
    54
    MIT
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    maintenance
    Enables exploring a Salesforce org's REST and Apex REST APIs by generating an OpenAPI catalog, searching sObjects and operations, hydrating field schemas, and exporting OpenAPI documents.
    MIT
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    quality
    D
    maintenance
    Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supporting multi-account architectures with role assumption and cost comparison, forecasting, and anomaly detection.
    Apache 2.0
  • A
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    maintenance
    Provides AI agents with compiler-backed, read-only context for Verilog and SystemVerilog projects using pyslang.
    38 PyPI
    21
    Apache 2.0
  • A
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    Not graded
    quality
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    maintenance
    MCP server that turns the Czech business register (ARES) into an interactive force-directed graph of company management and ownership ties, allowing users to explore and expand the graph live within Claude.
    MIT
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    Not graded
    quality
    D
    maintenance
    An MCP server that provides country information lookup and an interactive dashboard, exposing a get_country_info tool and HTTP endpoints for querying demographic, geographic, and economic data.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that records agent execution metrics and exposes a Context Window Explorer to visualize exactly what entered the model's context window across sessions, tokens, and tool calls.
    8
    3
    MIT
  • A
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    quality
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    maintenance
    Enables LLMs to generate safe, accessible scroll-driven web animations by translating natural language requests into validated JSON specs, then compiling them into GSAP or WAAPI/CSS code with built-in reduced-motion and pause controls.
    5
    91 npm
    MIT