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Alternatives to esper mcp

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Serves a repository's code knowledge graph over stdio (MCP) so coding agents can look up symbols, trace callers and callees, compute blast radius, list file symbols, run hybrid lexical-plus-graph search, and get citation-grounded answers from file:line evidence instead of guessing from text chunks. All tools work offline straight from the graph, with prose synthesis only when an OpenAI-compatible LLM endpoint is configured.
      15
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and reviewers to query a deterministic code dependency graph for callers, routes, pages, tables, and config with file:line evidence instead of grepping. One server can serve many indexed graphs, supporting cross-repository impact analysis.
      192 PyPI
      4
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Serves the architectural graph of a hexagonal-architecture codebase to coding agents via stdio, providing tools to analyze dependencies, check violations, and inspect structural changes.
      11 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Exposes three read-only tools—impact, explain, and report—so an agent can query a prebuilt local DuckDB graph of a codebase to find the transitive reverse-dependencies of a symbol or file, inspect a symbol's structural neighbourhood, and introspect the index itself. Runs over stdio or Streamable HTTP, always read-only, with no external service.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Serves a repo-indexing engine over stdio with tools for scanning, graph analysis, symbol extraction, caller lookup, and grep.
      337 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents to query a local code graph over stdio, so they can see what a Git change may affect, find related tests, routes and nodes, and cite evidence paths — read-only and fully on-machine.
      6 npm
      MIT