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  • F
    license
    A
    quality
    D
    maintenance
    Provides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.
    44
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  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.
    13
    MIT
  • F
    license
    B
    quality
    B
    maintenance
    Enables submitting, checking, and canceling asynchronous video generation jobs using HunyuanVideo-1.5 720P-I2V on RunPod Serverless, with image upload via MCP.
    8
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  • F
    license
    B
    quality
    D
    maintenance
    A basic serverless MCP server using LanceDB to store and retrieve documents via three tools: ingest, retrieve, and get table details.
    3
    26
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  • A
    license
    Not graded
    quality
    D
    maintenance
    A serverless MCP server deployed on Vercel that provides basic utility tools including echo, time retrieval, arithmetic operations, and mock weather information. Includes an interactive client application for testing and demonstration purposes.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only access to PostgreSQL databases via MCP, enforcing least-privilege roles, row-level security, masked views, and SQL AST guardrails to prevent data leakage and unauthorized operations, enabling AI agents to safely query sensitive production data.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with TiDB serverless databases through the Model Context Protocol. Allows users to connect to and manage TiDB cloud databases using natural language through Claude Desktop.
    24
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables semantic search over local files or GitHub repositories by indexing content into a serverless vector database, allowing AI assistants to understand meaning rather than just keywords.
    24
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    A production-ready Pokémon MCP server that enables users to get comprehensive Pokémon information and simulate realistic turn-based battles. Features enterprise-grade authentication, monitoring, rate limiting, and serverless deployment capabilities.
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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to run arbitrary Python scripts on Modal's serverless infrastructure with on-demand CPU, memory, and GPU resources, providing scalable compute without maintaining always-on servers.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Demonstrates the new stateless MCP protocol on a serverless platform, showing how it survives instance death and cold starts unlike the legacy session-based approach.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to diagnose and analyze AWS serverless infrastructure through Model Context Protocol, providing access to CloudWatch logs, Lambda functions, DynamoDB tables, IAM policies, and Bedrock-powered incident root-cause analysis.
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