Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
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May 26, 2026 - Python
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code-search
Here are 120 public repositories matching this topic...
A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!
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May 19, 2026 - Python
local-first semantic code search engine
ai regular-expression embeddings code-search grep ripgrep hacktoberfest ai-project code-search-engine grep-like vector-database vector-embeddings llm hacktoberfest2023
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May 9, 2026 - Python
Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf.
code-search developer-tools codex ai-agents windsurf rag ai-workspace prompt-engineering ai-ide llm-tools cursor-ide gemini-cli agentic-ai ai-coding mcp-server claude-code codex-cli agentic-coding google-antigravity claude-code-template
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May 24, 2026 - Python
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Sep 1, 2025 - Python
MCP Server for Tree-sitter
tree-sitter mcp code-analysis ast code-search claude coding-assistant ai-assistant claude-ai claude-desktop model-context-protocol model-context-protocol-servers
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May 21, 2026 - Python
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
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Nov 13, 2025 - Python
CodeRAG is an AI-powered tool for real-time codebase querying and augmentation using OpenAI and vector search.
ai vector code-search ai-code faiss rag vector-database openai-gpt ai-assistant ai-tools retrieval-augmented-generation
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Sep 18, 2025 - Python
Code Indexer Loop is a Python library for indexing and retrieving source code files through an integrated vector database that's continuously and efficiently updated.
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Apr 9, 2024 - Python
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.
rust tree-sitter mcp knowledge-graph code-search developer-tools cursor semantic-search temporal-analysis ai-agents rag code-intelligence local-first llm coding-agents mcp-server agent-memory claude-code structural-memory bi-temporal-graph
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May 26, 2026 - Python
User-friendly, tiny source code searcher written by pure Python.
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Aug 10, 2022 - Python
Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.
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Jan 6, 2023 - Python
Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.
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Oct 25, 2025 - Python
Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.
php laravel neo4j static-analysis knowledge-graph code-search enterprise-software ai-agents code-intelligence mcp-server dependency-mapping architecture-audit
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Feb 26, 2026 - Python
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.
python tree-sitter sqlite mcp embeddings code-search developer-tools semantic-search fts5 code-intelligence ollama mcp-server code-indexing
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Apr 27, 2026 - Python
MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
git tree-sitter sqlite mcp embeddings code-search developer-tools semantic-search bm25 rag mcp-server
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May 20, 2026 - Python
AI Coders search blindly. Be their guide.
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Mar 3, 2026 - Python
One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.
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Feb 17, 2026 - Python
FaCoY Code-to-Code Search Engine
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Jan 18, 2019 - Python
Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL.
python cli tree-sitter mcp natural-language embeddings code-search semantic-search posgresql rag vector-search local-first hybrid-search pgvector code-explorer ollama mcp-server cocoindex
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May 22, 2026 - Python
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