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  • A
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    A local stdio MCP server that lets a client list, load, copy, create, rename, and save guitar presets, select and tweak 44 amp/effect models with bypass, set master and channel mixer levels, and drive practice tools like drums, metronome, tuner, and guarded looper controls on a JBL BandBox Trio over Bluetooth. It exposes 21 named tools alongside a browser GUI sharing the same controller, requiring no cloud account, phone, or JBL One app at runtime.
    MIT
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    A
    quality
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    An MCP server for reading and editing large text files using content-addressed anchors that survive line shifts, providing tools like read_file_range, edit_file_range, insert_at, prepend_to_file, and append_to_file.
    6
    MIT
  • F
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    A
    quality
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    Acts as the 'Hands and Eyes' for an Autonomous AI Agent, bridging Large Language Models and your local development environment to enable safe file manipulation, context reading, command execution, and documentation verification.
    9
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  • F
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    Enables natural language interaction with Getty's Quire digital publishing tool, allowing users to perform CLI tasks like creating projects without using the terminal.
    4
    5 npm
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  • A
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    A
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    Enables an AI agent to drive a live Blender session, building, sculpting, measuring, checking, rigging, lighting, rendering and exporting 3D models through safe operations in world units. Every geometry-changing call reports achieved dimensions, open edges and failures as numbers and review images, so modelling mistakes become visible instead of silent.
    113
    MIT
  • A
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    B
    quality
    A
    maintenance
    MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling control of XAE Shell, TwinCAT tree manipulation, PLC operations, and build actions via natural language.
    25
    15
    MIT
  • A
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    Enables interaction with Brilliant Labs Halo and Frame AI glasses through MCP, covering BLE pairing, display control, photo capture, IMU and audio access, Lua script deployment, and Noa Miniapp queries.
    4
    MIT
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    Integrates PTC Windchill and Creo Parametric with LLM-based clients via the Model Context Protocol, enabling natural language interaction with PLM and CAD systems for tasks like part search, BOM retrieval, model operations, and exports.
    11
    4
    MIT
  • A
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    Serial communication and protocol analysis MCP server that gives AI coding assistants direct access to serial ports for reading, writing, decoding, and capturing embedded device output.
    MIT
  • A
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    D
    maintenance
    Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, supporting attach, breakpoints, stepping, register/memory inspection, and SVD peripheral decoding.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for OpenEdge ABL — pluggable tool architecture with per-project YAML configuration. Provides AI assistants with 24 tools to parse, analyze, lint, document, and scaffold ABL projects.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that scans data science artifacts (Jupyter notebooks, R scripts, code) and runs a 5-voice compliance council to detect issues like leakage and fairness, outputting signed verdicts.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables MCP clients and AI agents to drive PlatformIO embedded workflows including board discovery, project setup, build, flash, monitor, diagnostics, and task orchestration, with policy-gated approvals and dashboard visibility.
    832 npm
    52
    MIT
  • F
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    Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code Skills y un servidor MCP local. Procesa datos fiscales del MEF 2025 desde datosabiertos.gob.pe y digitaliza vía OCR un archivo histórico de 1964, exponiendo los resultados en un dashboard Streamlit de 4 pestañas.
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  • F
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    Enables Claude to interact with Jira through JQL (Jira Query Language) queries using the Model Control Protocol, allowing natural language access to Jira issue tracking and project management.
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