SPEAR
Supports UIby lfedgeai
Distributed Cloud-Edge Collaborative AI Agent Platform for scalable agent deployment and management.
What it does
SPEAR is a distributed AI agent platform designed for the cloud-edge continuum. It consists of a control-plane server (SMS) and node-side agents (SPEARlet) that enable collaborative AI execution, utilizing WASM for secure, portable tool and agent runtimes.
Tools
NodeManagement: Controls and monitors edge nodes via the SMS control plane.WASMRuntime: Executes portable AI tools and agent logic using Wasmedge.ModelDiscovery: Automatically discovers and imports local LLM models from Ollama.TaskScheduling: Distributes AI tasks across the cloud-edge network.
Installation
Build from source using Rust:
make build
./target/debug/sms
To connect a SPEARlet node:
./target/debug/spearlet --sms-grpc-addr <SMS_ADDRESS>
Supported hosts
- Claude
Quick install
make build && ./target/debug/smsInformation
- Pricing
- free
- Published
- 4/18/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Claude Desktop
Configure the SMS HTTP gateway as an MCP server in claude_desktop_config.jsonRelated Apps
OpenAI Apps SDK Examples
MCP AppOfficial example gallery of interactive MCP widgets for ChatGPT — 3D viewers, maps, carousels, shopping carts, and more.
Human MCP
MCP ServerGive AI agents human-like senses: visual analysis, image/video generation, speech synthesis, browser automation, and advanced reasoning — 29 MCP tools in one se
Shopify MCP Server
MCP ServerDirect interaction with Shopify store data via GraphQL API for managing products, customers, and orders.
Git MCP Server
MCP ServerFull-featured Git MCP server exposing 28 tools for AI agents to clone, commit, branch, diff, merge, rebase, and more via STDIO or Streamable HTTP.
CodexPotter
MCP ServerAutonomous reconciliation loop that drives Codex to align your codebase with instructed states.
Smart Coding MCP
MCP ServerSemantic code search for AI assistants using local embeddings — find code by meaning, not just keywords.
Recall
MCP ServerPersistent cross-session memory for Claude and AI agents. Self-host on Redis/Valkey or use the managed cloud at recallmcp.com — free tier available.
GFS (Git For database Systems)
MCP ServerSafe database version control for AI coding agents and developers with instant rollbacks and branching.