Data / Repositories / Semantic search / Python
Python Semantic search repositories on GitHub: 12 ranked by stars
12 public Python repositories tagged Semantic search are on GitHub, with 50,972 stars between them; 7 had a push in the last 30 days. The most starred: arc53/DocsGPT (18,319), semantica-agi/semantica (14,039), 54yyyu/zotero-mcp (5,387).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| arc53/DocsGPT | Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | 18,319 | 2,208 | MIT | Oct 14 | Oct 14 |
| semantica-agi/semantica | Graph-Native Infrastructure for Context and Accountable AI Systems | 14,039 | 1,630 | MIT | Oct 14 | Oct 14 |
| 54yyyu/zotero-mcp | Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more. | 5,387 | 426 | MIT | Oct 8 | Oct 14 |
| vitali87/code-graph-rag | The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs | 5,256 | 699 | MIT | Oct 14 | Oct 14 |
| aiming-lab/SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 3,831 | 404 | MIT | Jul 24 | Oct 14 |
| doobidoo/mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 2,014 | 347 | Apache-2.0 | Oct 14 | Oct 14 |
| qdrant/mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | 1,548 | 307 | Apache-2.0 | Sep 4 | Oct 14 |
| jgravelle/jdocmunch-mcp | The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing | 204 | 48 | Oct 14 | Oct 14 | |
| ali-kamali/Axon.MCP.Server | Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants | 166 | 24 | Jun 30 | Oct 14 | |
| baryhuang/mcp-hubspot | A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot… | 130 | 63 | MIT | Nov 11, 2025 | Oct 14 |
| TedHaley/pensieve | Pensieve: never lose the thread. A local MCP server and Mac app that links your files, repos, agent sessions, tickets and messages into one thread per task, for you and your AI… | 72 | 8 | MIT | Oct 21 | Oct 21 |
| Hulupeep/ruvscan | The AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leverage | 6 | 4 | Nov 9, 2025 | Oct 14 |
Other languages
- TypeScript 7
- Rust 5
Related topics
- MCP 18
- MCP server 12
- LLM 11
- RAG 11
- Model Context Protocol 9
- AI 8
- Developer tools 8
- Claude 8
- Knowledge graph 6
- Claude Code 6
- AI agents 6
- OpenAI 5
Every Semantic search repository
Read from GitHub by SpecStream between October 14, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.