"Abstract" matching MCP servers:

• abstract-backend-mcp

  marmillas

  F

  license

  -

  quality

  D

  maintenance

  Reusable MCP server for Python backend development with FastAPI, MongoDB, and Stackraise support.

  Last updated 2026-04-02

• 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 2026-07-02

  28

  7

  MIT

• 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 2026-07-21

  4

  440

  MIT

• AST MCP Server

  angrysky56

  A

  license

  -

  quality

  D

  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 2026-02-06

  34

  MIT