S
semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Developer Toolssemble is a community MCP server that connects AI assistants like Claude to fast and accurate code search for agents. uses ~98% fewer tokens than grep+read. It runs locally on your machine, keeping your data private and giving you full control over the connection. Developers can use it to bring AI assistance directly into their build and coding environment.
About semble
Overview
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Links
Topics
agents, code-search, embeddings, mcp, mcp-server, model-context-protocol, retrieval
Who Should Use semble?
- 1Search and retrieve information using natural language
- 2Speed up coding workflows by letting Claude interact with your dev environment
- 3Run terminal commands, manage processes, and inspect logs via AI
- 4Integrate AI assistance directly into your build and CI pipelines
How semble Compares
✦It runs entirely on your local machine, so no data leaves your environment — important for teams with privacy or compliance requirements.
✦Compared to other Developer Tools MCP servers, it focuses on a well-scoped set of capabilities, which keeps the integration lightweight and predictable.
Tags
agentscode-searchembeddingsretrieval