90trust / 100

xmp4 — Semantic code knowledge for your stack

by example4.ai in Developer tools

MCP serverPassing, checked 8 h ago

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

https://mcp.example4.ai/mcp

Last 30 days

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Uptime
100%
Response time
113 ms typical, 113 ms slowest 5%
Last check
8 h ago
Next check
any minute now

How to call it

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "xmp4-semantic-code-knowledge-for-your-stack": {
      "type": "http",
      "url": "https://mcp.example4.ai/mcp"
    }
  }
}

16 tools

  • xmp4_callees

    Find direct callees (methods called by) a symbol in a project. Navigate step-by-step by calling xmp4_callees again on interesting results.

  • xmp4_callers

    Find direct callers of a symbol in a project. Navigate step-by-step by calling xmp4_callers again on interesting results.

  • xmp4_deps

    List external dependencies of a project.

  • xmp4_grep

    Server-side regex text search over indexed project source files. Free tier: requires file_path (single file). Premium tier (XMP4_PREMIUM_GREP_WALK=true): allows file_glob multi-file walk. Prefer xmp4_tests_for/xmp4_usages for SCIP symbols — grep is for text not indexed (comments,

  • xmp4_guide

    Usage guide for xmp4 tools — read this first to learn the correct workflow

  • xmp4_hierarchy

    Get type hierarchy (base, interfaces, derived) for a symbol in a project.

  • xmp4_info

    Get detailed information about a symbol in a project.

  • xmp4_outline

    Get outline (all symbols) for a file in a project.

  • xmp4_projects

    Search and browse projects by language and name. Use this first to discover projects, then use other tools with the repo name.

  • xmp4_search

    Search symbols in a project. Use xmp4_projects first to find the project identifier.

  • xmp4_server

    Get server information, version, and capabilities

  • xmp4_source

    Extract source code for a symbol in a project.

  • xmp4_symbol_at

    LSP-style position→symbol lookup. Given (file_path, line, column) returns the symbol whose occurrence covers that cursor position. line is 1-based; column is 0-based. Use after xmp4_outline/xmp4_view when you know coordinates and want the canonical symbol.

  • xmp4_tests_for

    Find direct tests that exercise a given symbol (direct callers filtered to test-file candidates per language pattern: CSharp/Java/PHP: *Test(s).<ext>; Python: test_*.py / *_test.py; TypeScript/JavaScript: *.spec/test.{ts,js}; Rust: *_tests.rs / tests/; etc.).

  • xmp4_usages

    Find all usages/references of a symbol in a project.

  • xmp4_view

    Read a raw file excerpt from an indexed project by line range. Use after xmp4_search/xmp4_outline locates the region of interest, or to expand a truncated xmp4_source snippet. Hard cap of 500 lines per call.

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Recent checks

WhenResultHTTPTime
8 h agoPassed200113 ms