Configure OpenClaw memory search to use Ollama as the embeddings server (OpenAI-compatible /v1/embeddings) instead of the built-in node-llama-cpp local GGUF loading. Includes interactive model selection and optional import of an existing local embedding GGUF into Ollama.
Data sourced from ClawHub. View on ClawSkills
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install ollama-memory-embeddingsOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install ollama-memory-embeddingsβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/ollama-memory-embeddings/π‘Extract and place the folder at the path above, then restart your agent.
Category
πDocuments & NotesPlatforms
What Ollama Memory Embeddings can do for your AI workflow
Openclaw memory search to use directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 1,669+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Ollama Memory Embeddings
Help me get started with Ollama Memory Embeddings
Explains what Ollama Memory Embeddings does, walks through the setup, and runs a quick demo based on your current project
Use Ollama Memory Embeddings to configure OpenClaw memory search to use Ollama as the embeddings se...
Invokes Ollama Memory Embeddings with the right parameters and returns the result directly in the conversation
What can I do with Ollama Memory Embeddings in my documents & notes workflow?
Lists the top use cases for Ollama Memory Embeddings, with example commands for each scenario
Guides & tutorials for AI skills
10 Fresh GitHub Agent Skills Added in June 2026
A hand-checked shortlist of recently updated GitHub agent skills that were not already in our catalog, excluding marketplaces, awesome lists, managers, and generic skill directories.
The 7 AI Skills Every Software Developer Should Have Installed in 2026
After testing dozens of developer-focused AI skills, these are the seven that have proven genuinely useful across different tech stacks and workflows β not just impressive demos, but tools that hold up under daily use.
Ollama Memory Embeddings extends your AI assistant with the ability to configure OpenClaw memory search to use Ollama as the embeddings server (OpenAI-compatible /v1/embeddings) instead of the built-in node-llama-cpp local GGUF loading. Includes interactive model selection and optional import of an existing local embedding GGUF into Ollama. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Ollama Memory Embeddings as its underlying capability.
Ollama Memory Embeddings works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Ollama Memory Embeddings once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
To install Ollama Memory Embeddings, copy the skill folder to `~/.claude/skills/ollama-memory-embeddings/` for use across all your projects, or `.claude/skills/ollama-memory-embeddings/` for a single project. Restart Claude and the skill is immediately active β invoke it with `/ollama-memory-embeddings` or just describe your goal and the AI will pick it up automatically.
Ollama Memory Embeddings has been installed 1,669 times, making it one of the more actively used skills in the Documents & Notes category. The install rate suggests it solves a real, recurring need rather than a niche edge case. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/ollama-memory-embeddings/ for personal use (all projects), or .claude/skills/ollama-memory-embeddings/ for project-specific use. Restart your AI client, then invoke with /ollama-memory-embeddings or let the AI discover it automatically.
Ollama Memory Embeddings supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Ollama Memory Embeddings is free to install. Check the repository for licensing information.
Configure OpenClaw memory search to use Ollama as the embeddings server (OpenAI-compatible /v1/embeddings) instead of the built-in node-llama-cpp local GGUF loading. Includes interactive model selection and optional import of an existing local embedding GGUF into Ollama.
Automate my documents & notes tasks using Ollama Memory Embeddings
Identifies repetitive steps in your workflow and sets up Ollama Memory Embeddings to handle them automatically
Ollama Memory Embeddings is categorized under Documents & Notes. These skills help AI agents perform specialized tasks in this domain.
Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search historical memories, or track memory usage patterns. Never lose context again.