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"Understanding Perl, Language Server Protocol (LSP), and Abstract Syntax Trees (AST)" matching MCP servers:

  • ast-grep MCP Server

    ast-grep
    A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to search and analyze codebases using Abstract Syntax Tree (AST) pattern matching with ast-grep. Supports structural code search, pattern testing, and AST visualization across multiple programming languages.
    Last updated
    4
    424
    MIT

  • AST MCP Server

    angrysky56
    A
    license
    -
    quality
    C
    maintenance
    Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to help models understand and navigate codebases.
    Last updated
    35
    MIT

  • syntax-map-mcp

    kht6163
    A
    license
    -
    quality
    B
    maintenance
    Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files using Tree-sitter, providing symbol listing, definition/reference lookup, AST queries, LSP-style features, and SQLite indexing for efficient cross-file searches.
    Last updated
    23
    MIT

  • Abstract MCP

    cslou
    A
    license
    -
    quality
    -
    maintenance
    A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming excessive tokens.
    Last updated
    1
    1

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    A
    maintenance
    AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.
    Last updated
    28
    MIT

  • AST-Indexer MCP Server

    jaccoklouwer
    A
    license
    -
    quality
    B
    maintenance
    AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.
    Last updated
    771
    ISC

  • MCP Language Server

    isaacphi
    F
    license
    -
    quality
    F
    maintenance
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated
    1,554

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    A
    maintenance
    A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.
    Last updated
    28
    7
    MIT

  • ast-outline-mcp

    Xayan
    A
    license
    A
    quality
    A
    maintenance
    Enables AI coding agents to efficiently explore codebases by providing structural outlines, module digests, symbol bodies, and AST-aware grep via MCP.
    Last updated
    4
    2,966
    MIT

  • lsp-mcp-server

    ProfessioneIT
    A
    license
    A
    quality
    D
    maintenance
    Bridges Claude Code to Language Server Protocol (LSP) servers to enable semantic code intelligence features like navigation, refactoring, and real-time diagnostics. It supports multiple languages including TypeScript, Python, and Rust with multi-root workspace capabilities.
    Last updated
    19
    1,343
    20
    MIT

  • LSP MCP Server

    sminnee
    A
    license
    A
    quality
    D
    maintenance
    Provides code refactoring capabilities for TypeScript/JavaScript and Python through Language Server Protocol integration. Enables renaming symbols, extracting functions, finding references, and moving code between files via natural language commands.
    Last updated
    5
    1,343
    6
    MIT

  • lsp-mcp-server

    garretpremo
    A
    license
    -
    quality
    D
    maintenance
    Exposes type-aware code navigation and fast file search to AI agents via language servers, enabling definitions, references, symbols, and file lookup without reading entire codebases.
    Last updated
    1,343
    MIT