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maintenanceA local-only codebase indexer that extracts syntax-aware chunks, creates embeddings locally, and enables semantic code search and symbol lookup via MCP.
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MIT
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"Indexing a codebase for accessible contextual queries" matching MCP servers:
- Flicense-qualityDmaintenanceAn MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.
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- Flicense-qualityDmaintenanceA semantic codebase indexer MCP server that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural-language code search.14
- Flicense-qualityCmaintenanceA self-hosted MCP server that gives LLMs intelligent, semantic access to your codebase, enabling code search, recent changes, and function explanation.
- Flicense-qualityBmaintenanceEnables AI agents to index, search, and retrieve architectural documentation and store self-learning notes from codebases.1
- AlicenseAqualityBmaintenanceAn MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.3236MIT
- FlicenseAqualityDmaintenanceProvides semantic vector search over local codebases via MCP, enabling hybrid search (dense + sparse + RRF) for any MCP client like GitHub Copilot or Claude Desktop.58
- AlicenseAqualityCmaintenanceRead-only MySQL MCP server that lets AI agents list tables, describe schemas, and run SELECT/SHOW/EXPLAIN queries with a row cap, bound to a single database for safety.3MIT
- Alicense-qualityDmaintenanceProvides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.27MIT
- Flicense-qualityBmaintenanceEnables users with mobility impairments to assess tourist destination accessibility by providing integrated information on barrier-free facilities, weather conditions, nearby wheelchair charging stations, and festival-based congestion risk through natural language queries.
- Flicense-qualityCmaintenanceMCP server adapter that exposes A-share stock data tools, prompts, and resources via FastMCP, enabling querying of stocks, K-lines, financials, sectors, and market hot spots through natural language.
- AlicenseAqualityCmaintenanceMCP server that encapsulates Apple Mail on macOS via AppleScript, enabling invoice PDF search, attachment saving, and message flagging through natural language.5MIT
- AlicenseAqualityCmaintenanceAn MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.2MIT
- AlicenseAqualityDmaintenanceEnables fast semantic code search using FSQ embeddings, with zero-config indexing and support for multiple programming languages via the Model Context Protocol.3MIT
- AlicenseAqualityFmaintenanceAn MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.48Apache 2.0
- FlicenseAqualityCmaintenanceA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.262
- FlicenseBqualityDmaintenanceEnables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.4
- AlicenseCqualityFmaintenanceA customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.114Apache 2.0
- AlicenseCqualityDmaintenanceA Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.241647MIT