Search codebases using semantic, symbol, or regex modes to find relevant code and get compressed responses focused on the intended repository.
MIT
523,478 tools. Updated 2026-09-06 13:32
"A tool for retrieving code examples from GitLab using semantic search" matching MCP tools:
- Filter AI coding sessions by metadata like date range, provider, model, project, language, or minimum tool-call counts. Retrieve exact matches from Postgres without semantic search.Apache 2.0
- Browse iNavi Maps examples by category to find templates. Returns summaries with ID, title, and tags for quick discovery before retrieving full HTML.MIT
- Search Code-Fundi repositories with semantic search, grep over docs, or grep over code. Returns matching files with similarity scores, paths, and optional documentation.MIT
- Create a semantic index of a codebase to unlock intelligent search. Run this first to enable code queries.Apache 2.0
- Search Noir source code across cloned repos using regex patterns to find function implementations, code patterns, and examples in .nr files.MIT
Matching MCP Servers
Semantic Code Search MCPofficial
FlicenseNot gradedqualityDmaintenanceProvides AI coding agents with structured access to indexed codebases via semantic search, symbol analysis, and file reading tools.12-- FlicenseAqualityCmaintenanceA local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.33-
Matching MCP Connectors
GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
- Travel CodeOAuth
Corporate travel: search and book flights, hotels, rail and transfers, manage orders.
- Find the right integration tool for any task by searching available actions with semantic search. Describe what you want to do and get relevant tool suggestions.MIT
- Search persistent memory using semantic similarity to retrieve relevant memories and related knowledge graph facts.MIT
- Search the RAG corpus with semantic and keyword hybrid search to find relevant content marketing ideas.MIT
- Search Aztec contract code and source files using regex patterns to find function implementations, patterns, and examples.MIT
- Resolve FHIR coded values to OMOP standard concepts and CDM target tables, including semantic search fallback for text-only input.MIT
- Search MDK documentation using semantic queries, retrieve component schemas, property details, and examples.Apache 2.0
- Search Chromium source code using Google's official Code Search syntax to find functions, classes, symbols, or specific content patterns.-
- Search vectorized files in a group using semantic queries to find relevant content based on meaning rather than keywords.MIT
- Search project documentation and README files using semantic search to answer conceptual questions about how features work or system architecture.MIT
- Search within a Presidential Circular (CB Genelgesi) using keyword or semantic query. Provide the official gazette date from prior search results.MIT
- Search code symbols using natural-language descriptions. Combines semantic, lexical, and centrality matching to locate relevant functions and classes when exact names are unknown.Apache 2.0
- Search specific Turkish statutes' articles using keyword queries with Boolean operators or semantic AI search for natural language questions.MIT
- Create a searchable index from code and documentation to enable semantic search and cross-references across your codebase.MIT
- Find real-world code examples from open-source GitHub projects for any library or usage pattern. Returns code snippets with repository attribution.Elastic 2.0
- Manage and search opencode session archives: list, inspect, archive, restore, rename, delete, full-text search, semantic RAG, and code-recall. Reads SQLite depot directly.MITDestructive