The real catalog of tools for AI agents

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

Call your local Ollama or vLLM model over MCP with schema-validated JSON output

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local

Normalize a calendar handoff

Register a handoff recovery policy

Prepare a referral handoff digest

Short-term session memory manager for collaborative agent networks.

Premium agentic endpoint for cell-tower-handoff-mcp.

Compiles source-agent outputs into validated, receiver-ready handoff packages.

IT asset management — track equipment, allocations, and digital responsibility terms for your team.

Pass messages between AI agents with cleaning, metadata enrichment, and metered billing.

Search published help and hand customer chat to a person. Requires your app's backend integration.

Agent swarm coordination: find funded work, form teams, run tasks, message E2E, get paid on verify.

Choose files for an agent handoff using filename decisions. No file contents or credentials.

Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.

Exact, durable handoffs between AI coding agents: one turn in the right session, never twice.

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity