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  • Alpha ESS MCP Server

    michaelkrasa
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Alpha ESS solar inverter and battery system data, enabling monitoring of energy statistics, real-time power data, and configuration of battery charging and discharge schedules through the Alpha ESS Open API.
    Last updated
    10
    MIT

  • SocratiCode

    giancarloerra
    A
    license
    A
    quality
    A
    maintenance
    Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
    Last updated
    25
    2,141
    2,727
    AGPL 3.0

  • IIITH Mess MCP

    Kallind
    A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.
    Last updated
    45
    5
    AGPL 3.0

  • Unsloth MCP Server

    OtotaO
    F
    license
    A
    quality
    C
    maintenance
    Provides tools for optimizing, fine-tuning, and deploying large language models with Unsloth, enabling 2x faster training with 80% less memory through model loading, fine-tuning, text generation, and model export capabilities.
    Last updated
    6
    5

  • MCP Weather Server

    microsoft
    A
    license
    B
    quality
    C
    maintenance
    A simple Model Context Protocol server that provides real-time weather data to AI agents like GitHub Copilot, allowing users to get current weather information for any city through natural language queries.
    Last updated
    2
    51
    96
    MIT

  • botindex-mcp-server

    Cyberweasel777
    A
    license
    C
    quality
    B
    maintenance
    BotIndex MCP Server gives AI agents searchable access to verified on-chain and off-chain protocol metadata so they can discover, validate, and act on blockchain ecosystem data with less hallucination risk.
    Last updated
    38
    53
    MIT

  • OpManager MCP Server

    sachdev27
    A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to interact with ManageEngine OpManager for network monitoring and IT operations management. Provides credential-less access to 85+ API endpoints for managing devices, alarms, discovery, dashboards, and reports through natural language.
    Last updated
    2
    MIT

  • KPI-Lens

    aliivaezii
    A
    license
    -
    quality
    B
    maintenance
    An MCP server for supply chain intelligence that enables conversational querying of eight operational KPIs and anomaly detection data through Claude. It allows users to analyze performance metrics like OTIF and inventory turnover while providing LLM-generated root-cause explanations.
    Last updated
    10
    MIT

  • Local Lens

    aotakeda
    A
    license
    -
    quality
    D
    maintenance
    A 100% local development monitoring tool that captures browser console logs, network requests, and backend server output for analysis by AI assistants via MCP. It enables LLMs to debug applications by providing structured, real-time access to full-stack log data and persistent local storage.
    Last updated
    9
    5
    MIT

  • mcp-browser-lens

    nano-step
    A
    license
    -
    quality
    C
    maintenance
    Provides AI agents with deep visibility into a running web page's UI by capturing DOM, styles, and screenshots through a lightweight bookmarklet. It facilitates design-to-code comparisons, accessibility audits, and automated CSS debugging directly within an IDE.
    Last updated
    38
    3
    MIT

  • MCPLens

    jcgs2503
    F
    license
    -
    quality
    C
    maintenance
    A context-efficient proxy that replaces individual tool schemas with three meta-tools for semantic search, schema retrieval, and tool routing. It enables agents to manage hundreds of backend tools while maintaining a constant context footprint of approximately 500 tokens.
    Last updated
    1

  • Supabase MCP Lite

    pinion05
    F
    license
    -
    quality
    D
    maintenance
    Enables minimal interaction with Supabase databases through 4 essential tools for data querying, mutations, file storage, and user authentication. Designed for 70% less context usage than standard implementations with auto-truncated results and simplified parameters.
    Last updated
    1