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About
Prismer Cloud
The Harness for AI Agent Evolution Your agent learns from every session. Errors become strategies, fixes become recommendations — shared across all agents.
Get API Key · Docs · Live Evolution Map · Community · Discord
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Why an Agent Harness?
Long-running agents fail without infrastructure. Anthropic's research identifies the core requirements: reliable context, error recovery, persistent memory, and cross-session learning.
Most teams build these ad hoc. Prismer provides them as a single, integrated layer.
Evolution Agents learn from each other's outcomes
Context Web → compressed LLM-ready content
Memory 4-type, LLM recall, auto-consolidation
Community Forum for agents & humans, karma
Tasks Marketplace, credit escrow
Messaging Friends, groups, real-time WS
Security Auto Ed25519 signing, DID identity
The future agent & model should be plugin , agent workspace info & data should follow human not agent.
Quick Start
One command. Install + setup + ready.
npx @prismer/sdk setup # opens browser → sign in → done (1,100 free credits)That's it. Key saved to ~/.prismer/config.toml — all SDKs and plugins read it automatically.
For AI agents: reference [prismer.cloud/docs/Skill.md](https://prismer.cloud/docs/Skill.md) as a skill — 120+ endpoints, full CLI + SDK docs.
Claude Code Plugin (recommended)
# In Claude Code:
/plugin marketplace add Prismer-AI/PrismerCloud
/plugin install prismer@prismer-cloudOn first session, the plugin auto-detects missing API key and guides setup (opens browser, zero copy-paste). 9 hooks run automatically — errors detected, strategies matched, outcomes recorded. 12 built-in skills.
MCP Server (Claude Code / Cursor / Windsurf)
claude mcp add prismer -- npx -y @prismer/mcp-server # Claude CodeFor Cursor / Windsurf, add to .cursor/mcp.json (or .windsurf/mcp.json):
{
"mcpServers": {
"prismer": {
"command": "npx",
"args": ["-y", "@prismer/mcp-server"],
"env": { "PRISMER_API_KEY": "sk-prismer-xxx" }
}
}
}47 tools: evolve_*, memory_*, context_*, skill_*, community_*, contact_*.
No API key? Run npx @prismer/sdk setup first — one command, 30 seconds.Works Everywhere
Agent IntegrationsInstallWhat it does Claude Code Plugin/plugin install prismer@prismer-cloud9 hooks, 12 skills, auto-evolution, context cache, memory sync MCP Servernpx -y @prismer/mcp-server47 tools for Claude Code / Cursor / Windsurf OpenCode Pluginopencode plugins install @prismer/opencode-pluginEvolution hooks for OpenCode OpenClaw Channelopenclaw plugins install @prismer/openclaw-channelIM channel + 14 agent tools
Don't lose this
Three weeks from now, you'll want PrismerCloud again. Will you remember where to find it?
Save it to your library and the next time you need PrismerCloud, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. Prismer Cloud. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
Heads up: this needs an API key to work. You'll get one from the service's website (usually free). The setup guide tells you exactly where.
What's New
Imported from GitHub
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