A
license-
qualityB
maintenanceSemantic + lexical code search as an MCP server. Agents query in natural language and get back ranked file:line ranges to read precisely.
Last updated
12
MIT
61,266 servers. Last updated
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"Information about FAISS (Facebook AI Similarity Search)" matching MCP servers:
- AlicenseAqualityCmaintenanceEnables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.Last updated492MIT
- 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.Last updated3107
- AlicenseAqualityDmaintenanceHigh-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.Last updated311MIT
- AlicenseCqualityDmaintenanceAI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.Last updated363MIT
- FlicenseDqualityDmaintenanceEnables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.Last updated1
- Alicense-qualityDmaintenanceEnables 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.Last updated32Apache 2.0
- Alicense-qualityBmaintenanceEnables AI coding agents to perform semantic code search locally, finding code by meaning rather than exact keywords.Last updated2MIT
- Alicense-qualityBmaintenanceA tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.Last updated3MIT
- Alicense-qualityDmaintenanceProvides semantic code search over codebases using local embeddings with natural language queries. Supports hybrid search, file watching, and respects .gitignore.Last updated5MIT
- Alicense-qualityDmaintenanceEnables semantic code search across indexed code folders using vector embeddings, with support for multiple embedding providers and automatic file watching. Provides an admin UI and integrates with MCP clients for natural language code queries.Last updatedMIT
- Alicense-qualityBmaintenanceMCP server for Angular 19+ development, providing PR review, code scaffolding, modernization audits, and Storybook guidance.Last updatedMIT
- Alicense-qualityCmaintenanceAn MCP server for semantic code search using Qdrant vector database, enabling natural language queries to find relevant code snippets across indexed codebases.Last updatedMIT
- Alicense-qualityCmaintenanceEnables natural language search over indexed codebases with source citations and incremental indexing.Last updatedMIT
- Flicense-qualityDmaintenanceClones a Git repo into a temp directory so MCP clients can search and read files from another repo for context.Last updated17
- Flicense-qualityCmaintenanceEnables IDE integration with a multi-agent AI pipeline for solving, reviewing, and optimizing code through adversarial peer review and security filtering.Last updated
- Flicense-qualityFmaintenanceSemantic code search for Claude Code, enabling natural language codebase indexing and search using AI embeddings.Last updated1
- Flicense-qualityDmaintenanceEnables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.Last updated4
- Flicense-qualityBmaintenanceA CLI-first semantic code search tool with MCP integration for AI assistants, enabling semantic search, AST-aware parsing, and code analysis across 13 languages.Last updated51
- Flicense-qualityDmaintenanceExposes Cursor's semantic code search through MCP, enabling tools like codebase_search to query indexed repos.Last updated1