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  • A
    license
    Not graded
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    maintenance
    A local, SQLite-backed code index for Claude Code, exposed over MCP, enabling targeted code retrieval without external APIs.
    105 PyPI
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Automates shadcn/ui registry maintenance by scanning your project, detecting components and dependencies, and generating a production-ready registry.json with a single AI command.
    -
  • A
    license
    A
    quality
    D
    maintenance
    MCP server providing npm registry search, package details, dependency auditing, bundle size estimation, and package comparison tools for AI agents.
    5
    49 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides coding agents with a live registry of class definitions and constructor signatures from the codebase, enabling verification of calls before writing them to prevent hallucinated parameters.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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.
    4
    54 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to search and retrieve details about Odoo code elements (models, fields, views, etc.) with exact file locations using MCP tools.
    9
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to index AscendC operators into a committed .uo graph and answer structural queries about Host, TilingKey, TilingData, and Kernel components via MCP.
    5
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.
    6
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Token-safe code search for AI agents: queries the language-server index (clangd / Roslyn / tsserver / pyright) instead of grep and returns a token-capped file:line list — ~20x fewer tokens. Symbol-level editing + a grep→index rewrite hook. Local-only, no IDE.
    16
    13
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables structural code analysis with worktree-aware index management, supporting explore, search, impact, and more via CodeGraph tools for Pi and OMP.
    8
    115 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Provides index-free, read-only, multi-repo Git evidence for MCP agents, enabling prove-verify loops with git show.
    12
    96 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables npm registry operations from MCP clients like Claude Code and Cursor, with 64 tools for package intelligence, security audits, dependency analysis, org/team management, and write operations like deprecate and unpublish.
    64
    428 npm
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Serves a facts-only index of SWAT+ Fortran source as read-only MCP tools, enabling coding assistants to answer exhaustive questions about loops, call graphs, file I/O, and other source facts with file and line references.
    15
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI coding agents to index a workspace into AST symbol graphs and retrieve exact function or class slices, trace callers and blast radius, and apply syntax-safe symbol patches without dumping whole files into context.
    7
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Intelligent code indexing and analysis for Large Language Models, enabling advanced search, file analysis, and real-time monitoring of codebases.
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI coding agents to intelligently index and search codebases with sub-20ms retrieval, 8x memory compression, and cross-encoder reranking via MCP stdio.
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables unified code search and analysis over a monorepo, combining exact, semantic, and call graph queries with indexing, incremental updates, and impact analysis.
    12
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
    2
    90
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A local codebase retrieval tool that indexes a git repository into SQLite and provides query and retrieval capabilities over MCP stdio, enabling coding agents to search and retrieve code chunks from local repositories without external data transmission.
    4
    18 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables interaction with PostgreSQL databases through comprehensive database management tools including index tuning, query execution plans, health checks, schema intelligence, and safe SQL execution with configurable read-only mode for production use.
    35
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.
    4
    67
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    Module-aware AST MCP server for C++20/23 projects using clangd for AST/LSP operations and a source-level module index, enabling module graph queries, references, diagnostics, and code formatting.
    14
    -
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to index local Python repositories and retrieve code intelligence through semantic search, caller lookups, hybrid context expansion, and visualization.
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Atlas Scout is a local, read-only MCP server for structural code navigation. It builds a disposable SQLite index inside each workspace and provides definitions, source ranges, references, call relationships, architecture summaries, and edit-impact evidence to coding agents.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Serves AI agents live, non-RAG access to registered HEP codebases through MCP tools for regex search, symbol lookup, and file reading across C++, Python, Fortran, and Mathematica sources.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Allows agents to lookup code snippets in your project. Uses a remote MCP server with a collection of code snippets, with support for automatic project language detection.
    13
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agent hosts to query a local, per-project code index covering 50 languages through tools like symbol search and semantic retrieval, with every answer labeled fresh or stale rather than guessed. It runs over stdio with no daemon, account, or telemetry required.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that gives AI assistants deep awareness of the PyGo framework, enabling code generation, schema querying, module inspection, and registry operations through natural language.
    MIT