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    Enables any AI coding agent to search huge codebases cheaply by sending symptom-based locate, classify, and typed decision questions to OpenRouter decision models, which return ranked file:line locations, confidence scores, and the relevant code instead of the whole repository. It supports model selection, context-aware chunking, and fallbacks so agents can pinpoint bugs or filter files for a fraction of a cent.
    4
    1
    MIT
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    quality
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    Enables evaluating evidence against independent predicate, choice, and score questions across text, project files, images, and PDF pages, and finding relevant code ranges without returning file contents.
    3
    20 npm
    MIT
  • A
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    B
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    Remote MCP server that gives coding agents verified, version-pinned answers about fast-moving frameworks, starting with Expo SDK 54.
    104 npm
    MIT
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    A
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    Enables AI agents to query a repository's verified semantic model, including capabilities, ownership, contracts, constraints, impact, health, and verification status, without re-deriving project facts. It exposes read-only tools for inspecting, reasoning about, and verifying the provenance-tracked surface.
    2
    Apache 2.0
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    B
    maintenance
    Enables coding agents to retrieve compact, cited repository maps through MCP tools such as search, symbol inspection, flow investigation, and deep context loading.
    1
    Apache 2.0
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    quality
    F
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    Indexes Unreal Engine project C++ source, config files, dependencies, gameplay tags, replication, asset references, and log categories into a SQLite database and exposes tools for AI assistants to query structural and config info.
    17
    MIT
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    quality
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    This MCP server automatically analyzes project architecture and finds similar code patterns to maintain consistency across different programming languages.
    2
    4 npm
    MIT
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    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    7
    MIT
  • A
    license
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    quality
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    An open-source MCP server that automates project customization by analyzing your codebase and generating AI-ready configuration files based on industry best practices.
    4
    5 npm
    MIT
  • A
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    quality
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    A Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.
    3
    4 npm
    1
    ISC
  • F
    license
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    quality
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    maintenance
    A self-contained Claude Code plugin that profiles a project by running a fixed DAG to emit agent-facing context pages, a human/developer guide, and a queryable vectorstore.
    27
    -
  • A
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    Read-only MCP server that provides AI agents with context about Unity project relationships, including scenes, prefabs, scripts, GUIDs, and code impact analysis.
    2
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Turns a codebase into a persistent knowledge graph so AI coding agents can answer structural questions about functions, call chains, routes, and cross-service links through graph queries instead of reading files one by one.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server that provides CLI coding agents with persistent decision memory, codebase dependency-graph awareness, plan validation against architectural constraints, and a self-bootstrapping constraints.md file.
    7 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible AI clients to inspect Godot project and editor state, observe opted-in running scenes, manage processes, and apply permission-scoped guarded edits. It starts read-only and exposes additional capabilities only through explicit command-line flags.
    Apache 2.0