Semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
by MinishLab · MinishLab/semble
Install
See GitHub repository for installation instructions.
How to use Semble with Claude
Semble is a Model Context Protocol (MCP) server that gives Claude and other AI agents direct access to search capabilities. Once installed, you can use it in Claude Desktop, Cursor, or any MCP-compatible client.
About Semble
Semble is an open-source MCP server in the Search category, built in Python. It connects Claude and other MCP-compatible clients to search systems directly. Source available on GitHub.
Use cases for Search MCP servers
- →Run semantic and keyword searches across multiple indices
- →Summarize and cluster search results automatically
- →Integrate external search APIs into AI agent workflows
- →Build RAG pipelines connecting AI to live search indexes
Where Semble fits in an MCP workflow
Teams use Semble to give Claude a direct bridge into search workflows, so routine actions happen inside the AI client instead of across separate tabs and dashboards.
Semble can be connected to MCP clients by following the repository setup instructions, making it useful for teams that want AI access to search systems.
More Search MCP servers
Quantdinger
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
★ 6,453
Fli
Google Flights MCP, CLI and Python Library
★ 2,665
taylorwilsdon/google_workspace_mcp
★ 2,470
Paperbanana
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
★ 1,757
Paper Search Mcp
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
★ 1,555
Datagouv Mcp
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
★ 1,486
Built with MCP?
Altor deploys MCP servers into production for B2B engineering teams.
We connect AI agents to your live systems — ClickHouse, Linear, Stripe, GitHub — using MCP and deploy them to production in 3 weeks. Not demo.
Talk to Altor →