Semantic Code Search MCPofficial
F
license-
qualityD
maintenanceProvides AI coding agents with structured access to indexed codebases via semantic search, symbol analysis, and file reading tools.
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"MCP server for semantic code snippet search" matching MCP servers:
- AlicenseBqualityCmaintenanceEnables agents to interact with a governed semantic layer for querying and authoring metrics, providing tools for discovery, planning, validation, and execution of analytics queries.16Apache 2.0
Code-Fundi MCP Serverofficial
AlicenseAqualityAmaintenanceA production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.27841MIT
Semantic D1 MCPofficial
AlicenseAqualityDmaintenanceEnables AI-assisted analysis and optimization of Cloudflare D1 databases through comprehensive schema introspection, relationship mapping, validation, and optimization recommendations. Demonstrates semantic intent patterns with hexagonal architecture for maintainable database development workflows.42MIT- Alicense-qualityAmaintenanceEnables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.214MIT
- Alicense-qualityCmaintenanceProvides tools for named entity extraction, Wikidata disambiguation, sameAs schema linking, and knowledge graph triple construction, enabling structured semantic data processing.MIT
cocoindex-codeofficial
AlicenseAqualityAmaintenanceembedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent12,636Apache 2.0
Brave Search MCP Serverofficial
AlicenseAqualityAmaintenanceAn MCP implementation that integrates the Brave Search API, providing comprehensive search capabilities including web, local business, image, video, news searches, and AI-powered summarization.415826,5331,371MIT
Cerebras Code MCP Serverofficial
AlicenseAqualityDmaintenanceThis MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.151MIT- Alicense-qualityAmaintenancePersistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.2014MIT
mcp-code-snippetsofficial
Alicense-qualityCmaintenanceAllows agents to lookup code snippets in your project. Uses a remote MCP server with a collection of code snippets, with support for automatic project language detection.12Apache 2.0- Alicense-qualityCmaintenanceEnterprise-grade code intelligence server for AI assistants that analyzes codebases for due diligence, tech debt, security vulnerabilities, and code quality.1MIT
Code Scalpelofficial
Alicense-qualityCmaintenanceEnables AI assistants to surgically extract and analyze code, reducing token usage and costs by up to 200x compared to reading entire files.16MIT- Flicense-qualityBmaintenanceA local, cross-editor MCP server that provides persistent memory for coding agents, capturing and recalling decisions, conventions, and fixes across sessions without API keys.
Yandex Search MCP Serverofficial
Flicense-qualityFmaintenanceEnables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API. It provides tools for accessing up-to-date internet information with support for both raw search results and summarized content via the Yazeka model.44
FoundryNet Searchofficial
Flicense-qualityFmaintenanceEnables web search and AI-summarized answers via an x402-gated gateway, with options for structured results or enriched summaries, accessible as an MCP server.
code-me-brandofficial
AlicenseAqualityBmaintenanceInjects the Code-Me brand identity, tone, and visual guidelines into LLMs with zero latency using built-in context files.4MIT- AlicenseAqualityBmaintenanceA meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.15Apache 2.0
OptimAI Search MCPofficial
AlicenseAqualityDmaintenanceEnables Web3-focused web searches via the OptimAI External Search API, providing tools to start, retrieve, list, and cancel searches from any MCP-compatible AI host.51413ISC
conformi-searchofficial
AlicenseAqualityAmaintenanceInstallable MCP server for EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR).21MIT
