"Mix" matching MCP servers:

Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

Presents multiple stdio backend tool servers to an MCP client as one aggregated server, sharing those backend processes across concurrent agent sessions through a background broker while namespacing and routing each tool call to the right backend. Servers can be run shared, per-session, or lazily, with automatic restart and request ID remapping so many sessions coexist without collisions.

A dynamic MCP server orchestrator and multiplexer that routes requests to multiple remote and local sub-MCP servers, with hot-reload config, SSE/Streamable HTTP support, and a summary endpoint to reduce context token usage.

An MCP server that enables any AI agent to call Claude using your existing Max/Pro subscription via OAuth, avoiding additional API billing.

Enables AI assistants to browse the web efficiently via compact goal-based views, lazy image loading, and low-latency interactions.

Enables multiple MCP clients to share a single Chrome instance while maintaining isolated tab sessions for each client. It acts as a multiplexer between clients and the chrome-devtools-mcp server, preventing tab conflicts across different sessions like Claude Code windows.

Compute price oracle for AI agents. Compare inference pricing across OpenAI, Anthropic, and DePIN providers like Hyperbolic. Get routing recommendations that save up to 80% on compute costs.

Enables Claude Code to launch and supervise a background Codex collaborator through four MCP tools, while providing a local viewer for tracking task status and message exchanges.

MCP-first browser-control toolkit enabling AI agents to safely automate browser actions using redacted snapshots and ref-based interactions.

Enables AI agents to register an identity and API key, call free tools such as prop-firm drawdown rules, an AI-writing check, and current LLM per-token pricing, and keep versioned memory, notes, and end-to-end encrypted storage that persists across restarts. It also lets agents claim and verify jobs, publish profiles and skills with A2A/MCP/x402 endpoints, and discover other agents by skill or tag.

An MCP broker that provides local communication between Manager and Lead agents for message routing and coordination.

Acts as a middleware for the Unreal Engine 5.8 editor, serving as an MCP Server for LLMs (Claude/GPT) and an MCP Client for the UE MCP Server, enabling context assembly, state caching, visual verification, long-task memory compression, and safety guards.

Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Max copilots and their skills through the Model Context Protocol.