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  • A
    license
    Not graded
    quality
    B
    maintenance
    AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides graph-aware tools for interacting with Little Big Brain knowledge graphs, enabling search, query, commit, and configuration operations via natural language.
    19
    378 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    137 PyPI
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to query real-time disruptions, passenger frequencies, station details, and more without an API key.
    9
    44 PyPI
    2
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    MCP server wrapping the GNU Backgammon neural network evaluation engine. Provides 18 tools for position analysis, move evaluation, rollouts, and board conversion.
    18
    -
  • F
    license
    A
    quality
    A
    maintenance
    MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.
    50
    163
    -
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for Spec-Driven Development that transforms natural language ideas and meeting transcripts into structured, production-grade specifications using EARS notation. It automates a 7-phase pipeline to generate project artifacts like requirements, architecture designs, and task lists directly to disk.
    58
    20 npm
    21
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI agents with a temporal knowledge graph where knowledge relevance decays over time, enabling memory recall, reinforcement, and auto-archiving through MCP tools.
    10
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    MCP server that lets an AI assistant see and control an Android phone over ADB: screenshots, UI dump, tap, swipe, type, keys, open apps. Safety guards: device allowlist, sensitive-app block, raw shell off by default, rate limit.
    14
    13 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to browse, search, and query Australian Bureau of Statistics datasets through the ABS Data API, exposing dataflow discovery, dimension/code structure inspection, and SDMX dataKey-based retrieval of time-indexed observations with decoded labels. It can run as a hosted gateway endpoint or a local stdio server.
    175 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying pre-aggregated monthly delinquency rollups for US auto loan and auto lease securitization trusts, including trust-level performance histories and sector-wide delinquency trends by asset class and sponsor/originator.
    180 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to resolve an Australian Business Number or company number to its registered legal entity name, entity type, status, GST registration, address and business names, and to search the register for ranked matches by entity or business name. Uses the caller's own free Australian Business Register web-services GUID as an API key, so no shared credential is provided.
    171 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables automating a running Unreal Editor via the Remote Control HTTP API and searching/reading Unreal Engine source files on GitHub when access is configured.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying persisted cross-venue spread alerts between Polymarket and Kalshi, including recent arbitrage opportunities, spread history for watched topics, and the list of watched topics with thresholds.
    11 npm
    MIT