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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
    D
    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
    398
    MIT

  • AST MCP Server

    angrysky56
    A
    license
    -
    quality
    B
    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

  • Abstract MCP

    cslou
    A
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    quality
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    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

  • MCP Language Server

    isaacphi
    A
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    quality
    D
    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
    1,523
    BSD 3-Clause

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    -
    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
    32
    6

  • 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
    833
    13
    MIT

  • agent-lsp

    blackwell-systems
    A
    license
    A
    quality
    -
    maintenance
    MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-step operations like safe rename, blast-radius analysis, and end-to-end refactoring. Single Go binary, no runtime dependencies.
    Last updated
    50
    7

  • LSP MCP Server

    sminnee
    A
    license
    A
    quality
    C
    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
    833
    6
    MIT

  • LSP MCP Server

    Tritlo
    A
    license
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    quality
    D
    maintenance
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    Last updated
    833
    123
    MIT

  • Codex LSP Bridge

    CesarPetrescu
    A
    license
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    quality
    C
    maintenance
    Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).
    Last updated
    2
    MIT

  • LSP-MCP

    blackwell-systems
    A
    license
    -
    quality
    F
    maintenance
    Bridges the Model Context Protocol with Language Server Protocol to provide AI agents with persistent access to code intelligence features including navigation, diagnostics, refactoring, and completion across 7+ programming languages.
    Last updated
    833
    MIT

  • Lean LSP MCP

    oOo0oOo
    A
    license
    A
    quality
    A
    maintenance
    Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, providing tools for analyzing Lean projects, accessing diagnostics, goal states, documentation, and searching for theorems using both local and external search services.
    Last updated
    22
    371
    MIT

  • TypeScript LSP MCP

    jaenster
    A
    license
    -
    quality
    C
    maintenance
    Exposes TypeScript Language Server Protocol functionality to AI agents, enabling them to query types at specific positions, find definitions and references, get diagnostics, run type tests, and type-check inline code just like in an IDE.
    Last updated
    13
    MIT

  • VSCode Language Server MCP

    aaddrick
    F
    license
    -
    quality
    -
    maintenance
    Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.
    Last updated