Skip to main content
Glama

Related Servers

Alternatives to LiuHe

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to perform deterministic, model-free repository analysis and patch operations—tree-sitter repo maps, symbol/reference lookup, and SEARCH/REPLACE parsing/validation—via a CLI or MCP stdio server, without ever calling a language model.
      88 PyPI
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.
      6
      Apache 2.0
    • A
      license
      A
      quality
      A
      maintenance
      Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
      8
      12
      Apache 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to query code structure efficiently through 16 MCP tools, including symbol lookup, full-text search, dependency analysis, and refactor planning, powered by tree-sitter parsing and index-backed code intelligence.
      3
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Token-efficient code intelligence MCP server that indexes codebases with tree-sitter AST parsing and provides 150 tools for AI agents, using 61-95% fewer tokens than traditional grep/Read workflows.
      91 npm
      4
      Business Source 1.1
    • A
      license
      Not graded
      quality
      Not graded
      maintenance
      CodeGraph — Open-source code intelligence MCP server. Builds a semantic graph of your codebase (functions, classes, imports, call chains) and exposes it through 31 tools. Callers, callees, impact analysis, complexity metrics, unused code detection, AI context assembly, persistent memory, cross-project search. 15 languages via tree-sitter. Single Rust binary, local-first.
      267 npm
      -

    TDQS

    B3.4/5.0

    Scored across 44 tools

    Disambiguation2/5

    Numerous tools have heavily overlapping responsibilities: multiple edit paths (write_symbol, write_symbols, edit_batch, edit_transaction, sandbox_validate, edit_collision_guard), overlapping search tools (symbol_search, code_search, references), and redundant inspection tools (inspect explicitly replaces read_outline/references/call_chain but they still exist). While descriptions attempt to differentiate them, the boundaries are often subtle, making tool selection error-prone.

    Naming Consistency4/5

    The vast majority of tool names follow a clear verb_noun pattern in snake_case (e.g., find_tests, fix_imports, rename_symbol, read_symbol, write_symbol). A few outliers like 'gc', 'health', and 'inspect' break the pattern but are still intuitively named and do not introduce mixing of styles.

    Tool Count2/5

    44 tools is far beyond the typical 3-15 well-scoped range and even exceeds the 25-tool threshold for 'too many'. The server attempts to cover an extremely broad domain, but the high count primarily reflects tool proliferation rather than genuinely distinct capabilities, overwhelming agents.

    Completeness4/5

    The toolset covers the full lifecycle of code development: indexing, searching, reading, editing, refactoring, testing, security review, quality analysis, and dependency management. Obvious gaps are few (e.g., no standalone git history/commit tool beyond git_worktree), and most workflows have a dedicated path. The redundancy slightly undermines usability but not coverage.

    Maintenance

    ActivityActive
    ResponsivenessNo issues