Semantic code search MCP server for Claude Code — find code by meaning, not just text matching

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

An enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp.

Semantic search over your Gmail, from inside Claude Code. Embeds your full inbox with zembed-1 and reranks with zerank-2 — finds emails by meaning, not keywords.

Local-first semantic code search for AI coding assistants. Indexes your codebase with local embeddings and serves context over MCP — find code by meaning, check impact before editing, and surface complexity hotspots, all without sending code externally.

Smart Fork Detection - MCP server for Claude Code that enables semantic search of past session transcripts and intelligent session forking. Find and resume relevant conversations instantly with AI-powered search, clustering, and session management.

MCP server for semantic code search using AST-aware chunking and vector embeddings

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion

Fast, fully-local code search & navigation for large codebases — cuts the tokens an AI coding agent spends finding code. Lexical + symbolic + semantic, memory-mapped, no GPU, no cloud.

Self-hosted semantic code search MCP server for Claude Code, Cursor and Codex: tree-sitter AST chunking, symbol graph, git history, local Qdrant + llama.cpp embeddings.

Local MCP server for hybrid semantic and lexical code search, powered by Ollama and SQLite with zero runtime dependencies.

Best AI Coding Agent Observability Tool 2026 - Self-Bench & Semantic Search

MCP for semantic code search & navigation that reduces token waste

Persistent memory for AI coding - semantic search, git history, and intelligent context preservation

MCP server enabling symbol-aware semantic search in Claude Code

Contextro — AI-native code intelligence MCP server: hybrid search, code graph, semantic memory, commit history, progressive disclosure, AST compression

Semantic code search for Claude Code: search functions by meaning via LLM-written summaries; returns pointers, never code. MCP server + plugin.

Self-hosted semantic code search MCP server for Claude Code, Cursor, Codex and Copilot. Indexes many repos locally with tree-sitter AST chunking, a symbol graph (find usages) and git history, on Qdrant + local llama.cpp embeddings. Your code never leaves your machine. MIT.

Claudinio Code's code intelligence (tree-sitter symbols + hybrid BM25/semantic search) as an MCP plugin for Claude Code, Cursor and GitHub Copilot

Persistent memory for AI coding — semantic search, git history analysis, and intelligent context preservation

Local memory MCP server for coding agents like Claude Code and Codex - Three-layer architecture with semantic search, knowledge graphs, and intelligent retrieval

Code search and session observability for coding agents. Hybrid BM25+semantic, optional cross-encoder rerank, self-bench on your own data. npm install -g @sivru/cli

Local, offline semantic code search with an MCP server for coding agents

Local hybrid code search (semantic + keywords) for VS Code, the CLI and AI agents via MCP. One index per project, code never leaves your machine.

MCP server for semantic search over personal coding instructions and documentation

Local code search MCP server and CLI for AI coding agents: symbols, precise usages via LSP, text and semantic search across multi-repo folders. Rust, runs offline.

Token-efficient code intelligence for AI agents — 66 MCP tools via tree-sitter AST, BM25F search, semantic search, and LSP bridge

Local MCP server for semantic code search. AST-aware chunking with tree-sitter, offline ONNX embeddings, hybrid vector + BM25 (RRF) ranking, one SQLite file. No API keys or cloud. Semantic code search for Claude Code, Cursor, opencode and AI coding agents.

Local-first hybrid semantic code search with dependency graphs and cross-repo search

High-performance knowledge graph MCP server for AI coding agents with semantic search.

MCP server for semantic code search — AST-aware chunking, hybrid dense+sparse search, 160+ languages

Lightning Code Index — sub-millisecond semantic code search with an MCP server for AI assistants. 13 languages, CLI + HTTP + Unix socket.

Semantic code search for AI agents and CLI users. CLI + MCP server using local ONNX embeddings — no API keys, no external services.

MCP server exposing sensegrep's semantic + structural code search to AI agents, delivering smaller, more relevant context.

Semantic search across your Claude Code conversation history

Semantic search over the folders on your machine for any MCP client, with the Motherlode code-search encoder running locally.

Search your Claude Code conversation history with an MCP server — full-text, semantic, and hybrid search over local transcripts, backed by SQLite + sqlite-vec.

Enhanced fork of claude-context with stability fixes, improved sync, and better reliability for semantic code search

Shared code intelligence for agent fleets — AST-aware semantic search + multi-agent memory with git-concurrent coordination

MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP

MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients

Semantic search over local folders of code and docs for any MCP client, with the Motherlode code-search encoder running on your CPU.

GPU-accelerated local semantic code index for Claude Code. CUDA-powered embeddings, HNSW vector search, tree-sitter AST chunking, MCP server — sub-3ms queries, fully on your machine.

Persistent project memory for AI coding agents — semantic search, AST-aware chunking, dependency graphs, and conversation history

AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.

Graph-based code intelligence with MCP server for AI assistants. Tree-sitter parsing, semantic search, relationship analysis. Your codebase as a searchable knowledge graph.

Your coding standards, always in context. An open-source MCP server with semantic search over your docs. 100% offline.

Semantic code search and RAG system written in Rust with tree-sitter chunking, MCP server for IDE integration, prompt injection detection, and secret redaction

Claude Desktop extension with semantic code search, grep, file outlines & diffs. Local embeddings, zero API keys, one-click install.

MCP server for code context with semantic search, AI analysis and summary

MCP server with fully local semantic code search, git history and file tools for Claude, Cursor and any MCP client.

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Precise local semantic code search plugin for OpenCode — indexes with Go AST/tree-sitter and embeds with Ollama or LM Studio

Search 1C BSL code templates with semantic search, MCP tools, and a Monaco-based CRUD web UI.

MCP server for LangSearch Web Search & Semantic Rerank API. Use with Claude Code, Claude Desktop, and any MCP-compatible client.

MCP server for LogosDB: local semantic memory, file indexing, and hybrid search for Claude Code, Cursor, and other MCP clients

Git DAG indexing, AST symbol graphs, and hybrid semantic code search MCP server for AI coding agents (Claude Code, Cursor, Windsurf). Maps repositories into PostgreSQL + pgvector with recursive caller/callee dependency graphs and temporal recency decay.

MCP server for Claude Code session history management with text-embedding-3-large semantic search and Prisma ORM

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion. Thin npx wrapper that launches the Python package via uvx.

Code intelligence for AI coding assistants — AST-level semantic code search with keyword boost. Index your codebase, search by meaning, keep everything local.