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qualityB
maintenanceA CLI-first semantic code search tool with MCP integration for AI assistants, enabling semantic search, AST-aware parsing, and code analysis across 13 languages.
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"A simple memory MCP server with read/write tools and vector database search" matching MCP servers:
- AlicenseBqualityDmaintenanceEnables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.2132Apache 2.0
- Flicense-qualityDmaintenanceEnables semantic code search across multi-language codebases using natural language queries, integrated with Qdrant vector database for fast, cached retrieval.1
- Flicense-qualityDmaintenanceEnables semantic code search over a local codebase using Qdrant vector embeddings and OpenAI embeddings, allowing natural language queries from MCP-compatible clients like Claude Desktop.
- Alicense-qualityCmaintenanceA validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.17MIT
- Alicense-qualityDmaintenanceA Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.MIT
- AlicenseAqualityCmaintenanceMCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.747MIT
- AlicenseAqualityCmaintenanceEnables fast, low-token code search for AI coding agents via a local BM25 engine built on SQLite FTS5, with support for camelCase, snake_case, and Japanese text. Provides a stateless MCP stdio server and a Hermes adapter for multi-agent environments.1MIT
- FlicenseAqualityDmaintenanceClones a Git repo into a temp directory so MCP clients can search and read files from another repo for context.59
- FlicenseAqualityDmaintenanceEnables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.3147
- AlicenseAqualityDmaintenanceMCP server providing npm registry search, package details, dependency auditing, bundle size estimation, and package comparison tools for AI agents.542MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides a persistent sandbox for AI coding agents to explore codebases server-side, returning only compact summaries to reduce context consumption.38MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol server that provides tools to find regex pattern positions in files and list allowed directories, enabling text analysis with LSP-like functionality.211MIT
- FlicenseAqualityDmaintenanceProvides AI assistants with frontend development tools including component scaffolding, bundle analysis, accessibility checks, and responsive design guidance. Enables automated generation of React components with tests and stories, bundle optimization recommendations, and WCAG compliance fixes.6
- AlicenseAqualityDmaintenanceMCP server for semantic code indexing using vector embeddings, enabling AI agents to maintain persistent memory of codebases through natural language queries and intelligent chunking.19764MIT
- AlicenseAqualityDmaintenanceMCP server providing dependency and package management tools for AI agents. Analyze licenses, find outdated packages, visualize dependency trees, estimate bundle sizes, and audit security vulnerabilities.538MIT
- AlicenseAqualityCmaintenanceProvides AI-callable tools for modernizing legacy applications, including stack detection, API contract extraction, SQL to Flyway conversion, and migration effort estimation.4MIT
- AlicenseBqualityDmaintenanceDefense-grade cryptographic compliance and analysis tools for MCP, including FIPS 140-3 validation, CNSA 2.0 analysis, post-quantum readiness assessment, and classical cipher utilities.181MIT
- AlicenseBqualityFmaintenanceEnhances Claude AI with persistent memory storage for Infrastructure-as-Code components, supporting version tracking and relationship mapping for Terraform and Ansible resources.235MIT
- AlicenseCqualityDmaintenanceProvides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.42121MIT
