Skip to main content
Glama
lin2000wl

Serena MCP Server

by lin2000wl

Related Servers

Alternatives to Serena MCP Server

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      A
      maintenance
      A fully featured coding agent that uses symbolic operations (enabled by language servers) and works well even in large code bases. Essentially a free to use alternative to Cursor and Windsurf Agents, Cline, Roo Code and others.
      29
      31,102 PyPI
      29,768
      MIT
    • A
      license
      A
      quality
      F
      maintenance
      Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
      2
      1,235
      Apache 2.0
    • F
      license
      A
      quality
      D
      maintenance
      A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.
      10
      -
    • A
      license
      A
      quality
      D
      maintenance
      Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
      5
      32
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
      7
      MIT

    TDQS

    B3.4/5.0

    Scored across 33 tools

    Disambiguation3/5

    The tool set has clear distinctions for core operations like file editing and symbol manipulation, but there is significant overlap in search and reading tools (e.g., find_symbol, search_for_pattern, read_file) that could cause confusion. Additionally, multiple 'think about' tools have very similar purposes, making it hard for an agent to choose the right one without careful reading of descriptions.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun or verb_preposition_noun pattern (e.g., create_text_file, delete_lines, insert_after_symbol), which is predictable. However, there are minor deviations like 'get_current_config' (verb_adjective_noun) and 'onboarding' (noun-only), slightly breaking the pattern but not severely impacting readability.

    Tool Count2/5

    With 33 tools, the count is excessive for a coding assistant server, leading to cognitive overload and potential redundancy. Many tools could be consolidated (e.g., multiple 'think about' tools) without losing functionality, making the set feel bloated and difficult to navigate efficiently.

    Completeness5/5

    The tool set comprehensively covers the domain of code project management, including project activation, file operations (create, read, edit, delete), symbol manipulation, memory handling, and reflective tools for task adherence. There are no obvious gaps; it supports full CRUD and lifecycle workflows for coding tasks.