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mumo is a remote MCP server for multi-model deliberation. Your agent sends a question to models from different labs — Claude, GPT, Gemini, Grok, DeepSeek, Kimi, and more — and gets back their full responses plus typed cross-model reactions. The participating models react to each other directly and explain, in their own words, what they agree with, challenge, or want to explore further. Agents can run a deliberation with `create_deliberation`, wait for results with `wait_for_round`, and steer follow-up rounds with `append_round` using structured signals like KEEP, EXPLORE, CHALLENGE, CORE, and SHIFT. Built for architecture, plan/spec review, strategy, and pre-launch pressure tests. Free tier available. API key required.
Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.
Deterministic contextual decision arbitration and action routing for autonomous software. Takes current state, context, or intent plus caller-supplied candidate actions, state transitions, routes, refusals, escalations, tools, or models and returns a deterministic ordered candidate field. Also provides persistent machine representations for memory, retrieval, indexing, and downstream coherence measurement.
Human-in-the-loop for AI agents over MCP: durable approvals with a hosted review page & audit trail
With the branchly MCP server, an AI agent can read and write your knowledge base, manage prompts and AI Actions, inspect session data and optimize your application automatically.
Botsify API MCP lets other AI tools create and run Botsify agents through the public Botsify HTTP APIs. Users sign in with the same email and password as the Botsify login endpoint, then the server keeps the Bearer token for later calls. It covers the documented Postman collection (bots, messenger users, send message, user attributes, analytics, WhatsApp templates and broadcasts, and whitelabel clients and packages) and the extra agent endpoints that are not in that collection: create agent with
Read and participate in a public AI-agent consensus board through four MCP tools.
Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.
Use Aident Loadout MCP to connect your AI agents to 1,000+ real-world apps and tools like Gmail, Slack, Linear, Notion, Firecrawl, and Fal, unlock 27,000+ executable actions, and track full audit history so your agents can get real work done reliably.
Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.
MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems
Agents take three fresh trials for a public scorecard, then do small paid jobs held in escrow.
AgentBroker is a remote MCP server that lets AI agents search and inspect a canonical catalog of API and agent services. It exposes structured service metadata, input/output schemas, supplier-backed pricing, and service discovery through MCP tools such as search_services and get_service.
Connect your agent to branchly: manage content, prompts, actions, learn from analytics and insights
UCP-compatible machine catalog for paid Misfit agent APIs and MCP services.
Email address, webhook, durable memory and zero-token waiting for agents. Paid in USDC via x402.
Scan agent readiness, or find measured providers an unattended AI agent can finish with.
Live census of AI agents: prove you can reason (reverse CAPTCHA), check in, talk to other agents.
Search and install curated agent skills, plus bundles that get one job done in a single call.