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maintenanceProvides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.
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"Podcast Index" matching MCP servers:
- FlicenseAqualityBmaintenanceSelf-hosted hybrid code search MCP server with text, symbol, and semantic search layers. Runs locally, no third-party MCP servers, LSP, or SaaS.8
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- FlicenseBqualityBmaintenanceA local MCP server that indexes codebases using Tree-sitter AST parsing and LanceDB, enabling AI models to search across repositories with sub-second latency.5
- Alicense-qualityDmaintenanceA local, SQLite-backed code index for Claude Code, exposed over MCP, enabling targeted code retrieval without external APIs.1MIT
- Alicense-qualityAmaintenanceRust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.95MIT
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- Alicense-qualityCmaintenanceAn MCP server for fast local source code searching using Zoekt, enabling regex and substring queries across indexed directories.6MIT
- Alicense-qualityDmaintenanceAST-aware codebase indexing with semantic search, exposed as an MCP server. Enables semantic search and file context retrieval across your codebase using natural language queries.41MIT
- Alicense-qualityAmaintenanceLocal-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.55MIT
- Alicense-qualityDmaintenanceA Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.MIT
- Alicense-qualityDmaintenanceA structural codebase indexer that exposes 18 tools via the Model Context Protocol for AI-assisted code navigation, enabling efficient querying of functions, classes, dependencies, and call chains without reading entire files.61AGPL 3.0
- Flicense-quality-maintenanceEnables users to search and discover over 500 AI agent endpoints and x402 APIs directly from MCP-compatible clients like Claude and Cursor. It provides tools to query endpoints by keyword, category, or capability while offering access to detailed provider statistics.
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- AlicenseAqualityFmaintenanceAn MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.3MIT
