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  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that translates natural-language queries into structured catalog searches using Amazon Bedrock, enabling MCP clients to query existing in-house APIs.
    5
    -
  • A
    license
    A
    quality
    B
    maintenance
    Lets assistants send the same test prompts to as many as four text models across OpenRouter, Amazon Bedrock, Google Vertex AI and Microsoft Foundry, then automatically grade each answer with a judge model, rule checks and a policy gate. Returns scored leaderboards with letter grades, per-response strengths and weaknesses, latency, throughput and estimated cost, plus downloadable PDF and CSV reports.
    9
    48 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to perform structured, verifiable knowledge operations using the Canonical Knowledge Structure (CKS) ecosystem, including validation, querying, comparison, evolution, and derivation of knowledge.
    24
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An Alexa+ MCP add-on that turns a parent's description of their child's day into an original illustrated, narrated bedtime story with word-by-word read-along highlighting, branching choices, a word of the night, and a persistent story world that carries characters and past episodes from one night to the next. It runs the writing, painting and narration pipeline in the background on Amazon Bedrock and Polly while keeping every tool call under Alexa+'s latency budget, with Bedrock Guardrails checking the parent's request and every page.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    WordPress plugin that runs an MCP server on your own site: search and read published posts and pages, look up WooCommerce products, describe the site as schema.org types and query site figures, with drafts only when the site enables them. Signed-in access by default; anonymous access and OAuth are optional and off.
    2
    GPL 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables small shopkeepers to record credit and payment entries, check balances, list dues, and get ranked collection plans with drafted reminders through natural voice commands, including code-mixed Tamil/Hindi/English speech. It returns short spoken-style responses over a self-hosted Streamable HTTP MCP server backed by Amazon Bedrock, with a regex fallback when Bedrock is unavailable.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables clients to retrieve structured work briefings and item details, analyze blockers, and submit next-action proposals through streamable HTTP tools backed by Amazon Bedrock conversations. Supports human-confirmed approval or cancellation while preserving revisions, decision histories, and safe reuse or invalidation of pending proposals.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude Code to query a trained sentiment model and Amazon Electronics review analytics through typed, read-only tools. Supports sentiment classification, statistics, keyword and similar-review search, product summaries and comparisons, negative aspect analysis, and model information.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables a voice assistant to run course-grounded review sessions: it queues due concepts, generates questions and grades free-form spoken answers with Amazon Nova, explains misses with citations from course notes, and persists per-concept SM-2 schedules and history in DynamoDB across sessions. It also serves progress and session-summary cards as MCP Apps UI resources, falling back to text for hosts without the extension.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables autonomous cloud operations and auditing: routing prompts through Amazon Bedrock with approval gating, running read-only AWS probes, and recording every action in a SHA-256 audit ledger optionally persisted to DynamoDB. It speaks the 2025-11-25 protocol over Streamable HTTP at /mcp and ships Terraform for the audit table and least-privilege IAM.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A self-hosted, Streamable HTTP MCP server that turns spoken end-of-day voice entries into a personal diary, extracting promises and to-dos with due dates from ordinary speech, merging near-duplicates, and prioritizing what matters most with explanations. It also lets users ask what's due, mark commitments complete by meaning, and receive pattern observations and reflections, using Amazon Bedrock for language understanding with an offline fallback.
    MIT