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    Twelve tools combine per-function complexity and branch coverage to rank work and check edited functions against their ceiling. Packets include source, uncovered lines, change-coupled files and near-duplicates. MCP calls can write local caches and metadata; they do not run test suites, edit source or claim work.
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    272 PyPI
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    MIT
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    Enables natural-language semantic search of a project's code through a local vector index, so questions that plain grep cannot match return ranked file:line references. It also indexes or refreshes projects on demand, reports index status, and optionally flags near-identical code across files.
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    18 npm
    MIT
  • F
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    Music For Robots catalog — browse and search AI-generated real-time music reviews. Two critics (Vincent Van Goghbot, JS Robach) listen to original compositions and respond with timed observations synchronized to the audio. Query tracks, spectral/harmonic analysis, and full prose reviews.
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  • A
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    An MCP server for local image, speech, music, and SFX generation that preserves character identity across calls and rejects degenerate outputs. It runs with near-zero GPU idle memory and is designed for DeepSeek Harness agents.
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    318 npm
    47 PyPI
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    MIT
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    Enables Tamil-language Bible study through 22 MCP tools covering dual Tamil scripture texts with Strong's word alignment, lexicon glosses, morphology, cross-references, study notes, and full-text Tamil verse search. Also provides Tamil-translated ancient Near East and theology articles plus Theographic people, place, and genealogy graph exploration.
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    MIT
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    Automatically maintains a personal journal on behalf of an AI agent, storing text, photos, and voice notes as plain markdown files locally. Enables agents to add entries, recall memories, and reflect on patterns without user intervention.
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    49 npm
    MIT
  • A
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    An MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.
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    21 npm
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    MIT
  • A
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    Enables an agent to inspect an audio folder and report what is inside each file — duration, sample rate, channels, codec and bitrate — and to group byte-identical files, identical decoded audio stored in different containers, and near-duplicate candidates, with suggested keeps and explicit differences, all read-only.
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    AGPL 3.0
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    A Python-based MCP server that provides read and write access to Bear Notes on macOS using SQLite for data retrieval and x-callback-url for modifications. It enables users to search, create, archive, and manage notes and tags directly through a Model Context Protocol interface.
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    ISC
  • A
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    Provides an MCP endpoint that lets clients like Google Antigravity and Claude Desktop dispatch LLM tasks to local GPU models with automatic hardware-adaptive routing and cloud fallback, enabling near-zero token cost execution.
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    MIT
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    Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, material control, and object manipulation. Supports integration with Poly Haven assets and Hyper3D for AI-generated models.
    13
    MIT
  • F
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    Enables reverse-engineering of older games (DirectDraw/D3D7, D3D8, D3D9, legacy OpenGL) by capturing and replaying traces and analyzing camera, FOV, and matrix data. Provides tools to find matrices, decode FOV/near/far, track cameras, and compare traces/state.
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