Find code by meaning using combined semantic and structural search. Locate features based on natural language descriptions without exact keywords.
MIT
213,217 tools. Last updated 2026-06-19 13:08
"MCP server for semantic code snippet search" matching MCP tools:
- Retrieve the Google Tag Manager installation snippet, including HTML and JavaScript tagging code, for a specific container using account and container IDs.MIT
- Retrieve a ready-to-paste install configuration snippet for a given MCP server and client, including the install command and config file path.MIT
- Retrieve complete documentation content when a search snippet does not provide enough context or code examples.MIT
- Indexes a codebase to build vector embeddings for semantic code search across 50+ languages. Required initial step before searching code.MIT
- Restart the MCP server to load fresh code after npm run build. Use force option to kill stuck processes.MIT
Matching MCP Servers
Semantic Code Search MCPofficial
Flicense-qualityFmaintenanceProvides AI coding agents with structured access to indexed codebases via semantic search, symbol analysis, and file reading tools.Last updated13- Alicense-qualityCmaintenanceGenerates beautiful code snippet images with syntax highlighting and customizable themes for sharing on social media.Last updated133MIT
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Cloudflare Workers MCP server: code-explainer
- Obtain the full record for a specific MCP server, including summary, install snippet, use cases, FAQ, and selection guidance, from the mcpcatalogs.com directory.MIT
- Retrieve GitLab snippet details and content for reviewing code implementations. Access complete snippet information including full text content.Apache 2.0
- Retrieve current status details for the Smart Coding MCP server, including version, workspace configuration, indexing progress, and cache information to monitor the semantic search system's operational state.MIT
- Diagnose stale MCP server instances by returning runtime and source information to verify the loaded code checkout.MIT
- Creates a claude_desktop_config.json snippet that registers a packaged MCP server as a Docker-run tool, enabling integration with Claude Desktop.MIT
- Retrieve a list of UI snippet posts from Looba. Filter by search term, tag, or snippet type, and sort by recent, popular, or views. Get titles, authors, tags, and URLs.MIT
- Diagnose stale MCP server instances by verifying the loaded code checkout using runtime source information.MIT
- Generate a safe setup snippet for Claude Code or Claude Desktop with read-only, invoices, or guarded payouts mode. Uses a form when the client supports MCP elicitation.MIT
- Create slash command files for Claude Code to guide users through MCP server development, from generation to implementation.Apache 2.0
- Retrieve a code snippet by providing its unique ID to access stored code content.Apache 2.0
- Execute a Lean code snippet to obtain diagnostics. Provide self-contained code with all imports.MIT
- Search a local semantic index using natural language queries to retrieve conceptually related code snippets.
- Audit local MCP server directories for security risks including backdoors, exfiltration code, obfuscation, and dangerous patterns to identify potential threats before deployment.MIT
- Generate a fix for a specific code issue by supplying the file path and problem description. Optionally include the problematic code snippet and severity level.