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    Provides a memory server for coding agents over MCP, capturing and retrieving the meaning and rationale behind code decisions down to the function level. It enables agents to search product memory, get task context, and propose new memories to avoid re-deriving or re-breaking past decisions.
    9
    MIT
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    license
    A
    quality
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    maintenance
    Enables AI assistants to discover, retrieve, and compare official international development indicators from sources such as the World Bank, FAOSTAT, WHO, UNICEF, and IMF, while preserving source identifiers, units, and citations.
    10
    2
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    MCP server that demonstrates the Resources feature by exposing static and dynamic resources, including contact data and personalized greetings, through MCP.
    MIT
  • F
    license
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    quality
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    maintenance
    Enables product search functionality via MCP, allowing Claude to search products by keyword with filters, list categories, and retrieve product details.
    3
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    Provides a governed analytics layer over synthetic product data, exposing MCP tools for investigating product metrics, slicing by dimensions, and comparing periods while preventing unrestricted SQL access.
    6
    MIT
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    license
    B
    quality
    B
    maintenance
    Enables an agent to run 20 product-management workflows that convert call notes, specs, customer feedback and competitor changes into deduped Linear issues, PRD drafts, roadmap sheets, digests and weekly project updates. Orchestrates only the tools each workflow needs across Granola, Linear, Slack, Notion, GitHub, Stripe, Firecrawl, Tavily and Google Workspace, using credentials kept in the user's own OS keychain.
    51
    1
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    A local RAG MCP server that indexes project documentation and code into ChromaDB for semantic search, supporting multiple tech stacks and deployment modes.
    20
    1
    Apache 2.0
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    maintenance
    Enables AI hosts to validate, write to disk, hot-reload, preview, and export single-file HTML prototypes built to the Spark OP design spec, serving them locally at 127.0.0.1:5179 by slug. Also bundles the triggering skill, spec references, templates, and CSS tokens so agents can create, revise, and hand off development-ready prototype HTML through one controlled output path.
    9
    20 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Open-source home design and floor plan editor for AI agents: draw walls and rooms, place furniture, doors and windows, build kitchens and wardrobes, check lighting, ergonomics, electrical and plumbing against building codes, and render the plan, 3D views or photorealistic images. Runs in the desktop app, the browser or the hosted server, and every change can be undone.
    57
    37
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Enables async-first working practices by providing tools to draft decision docs, convert meetings to async artifacts, score status updates, and triage sync vs async tasks. It also offers reference tools for the Open and Async book's principles and coaching prompts.
    11
    91 npm
    51
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  • F
    license
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    maintenance
    A Model Context Protocol server that enables Large Language Models like Claude to query New Relic logs and metrics using NRQL queries.
    1
    28
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    quality
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    maintenance
    Enables natural language access to New Relic for monitoring, querying, and managing dashboards, entities, alerts, and deployments via the Model Context Protocol.
    52
    9
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.
    4
    46
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables querying the Health Canada Drug Product Database for information on approximately 47,000 approved drugs, including human pharmaceuticals, biologics, veterinary drugs, radiopharmaceuticals, and disinfectants.
    15
    2
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  • A
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    maintenance
    Enables AI agents to automate the full affiliate e-commerce workflow across Shopee and TikTok Shop, including product hunting, seller auditing, review mining, and generating video storyboards and VideoFactory projects. It provides nine MCP tools for search, intelligence extraction, database queries, and system health checks.
    2
    9
    2
    MIT
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    quality
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    maintenance
    Provides tools to search for people using registered business cards and the public Eight network. Enables LLMs to query person information while keeping private data secure.
    5
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    Provides tools to monitor host system health including CPU load, disk usage, and network status while enabling file system management tasks like searching and moving files. It includes built-in safety guards to prevent operations on critical system directories.
    11
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