"Using language servers like Pyright or TypeScript Language Server for codebase investigation" matching MCP servers:

• MCP Language Server

  isaacphi

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  security

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  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 a month ago

  1,495

  BSD 3-Clause

• language-server-mcp

  alexwohletz

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  security

  A

  license

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  quality

  TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.

  Last updated 4 months ago

  3

  25

  MIT

• VSCode Language Server MCP

  aaddrick

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  security

  F

  license

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  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 5 months ago

• MCP Server for Alloy Modeling

  awwaiid

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  security

  A

  license

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  Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

  Last updated 6 months ago

  1

  MIT

• MCP Visual Language

  lengbone

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  security

  F

  license

  A

  quality

  Enables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.

  Last updated 5 months ago

  1

  10

• CodeBase Optimizer

  liadgez

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  security

  A

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  quality

  Provides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.

  Last updated 9 months ago

  MIT