Semantica Search MCP
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- AlicenseAqualityDmaintenanceEnables semantic search over codebases using natural language queries, returning relevant code snippets with source locations. Integrates with Claude Code for automatic codebase exploration.11MIT
- FlicenseNot gradedqualityDmaintenanceEnables semantic code search across codebases using AI embeddings and vector similarity, integrated with Claude Desktop and Cursor.-
- FlicenseNot gradedqualityCmaintenanceGives Claude semantic search superpowers to find and reuse existing patterns in your codebase.16-
- AlicenseNot gradedqualityCmaintenanceProvides Claude Code with local semantic search and indexing of your codebase using AST-aware chunking and hybrid search, enabling deep code understanding without sending data to the cloud.MIT
- AlicenseNot gradedqualityDmaintenanceSemantic code search engine for Claude Code with hybrid search combining vector, FTS, AST graph, and ripgrep regex, with RRF fusion and reranking.47MIT
- FlicenseNot gradedqualityDmaintenanceEnables Claude Code to semantically search a legacy codebase using natural language queries, returning relevant code chunks via vector search.-
TDQS
Scored across 8 tools
Most tools have clearly distinct purposes (search, status, incremental reindex, hooks, reset, clear). There is mild overlap between onboard_project and index_codebase/enable_git_hooks since onboarding bundles both, and clear_index vs reset_state could be confused (data deletion vs stuck-process cleanup), but descriptions differentiate them well.
All eight tools use consistent snake_case verb_noun naming (onboard_project, index_codebase, search_code, get_index_status, reindex_changed_files, enable_git_hooks, reset_state, clear_index). No mixing of conventions or casing.
Eight tools is well-scoped for a semantic code search server, covering setup, indexing, search, monitoring, and maintenance without redundancy. Every tool earns its place.
The surface covers the full lifecycle: onboarding, indexing (full and incremental), search, status monitoring, git hooks, reset, and clearing. Minor gaps exist—no config get/update tool despite onboarding creating config, and no way to remove specific files without a full clear.