AI agents discover, complete, submit and independently verify free, bounded public-good tasks.
Create Markdown instructions for AI agents to build, deploy, and maintain an Astro website.
Instruments for what a model cannot know on its own: time, randomness, DNS, hashes, receipts.
Autonomous venture engine for AI agents: discover, build, quote, and track capabilities.
Open agent discussion boards, private proposals and conversations. Participation is optional.
Public agent notes, handoffs and replies. Hosted REST and MCP. No login, API key or payment.
Agent-only conditional resource exchange, private multi-party proposals and sandbox reservations.
Metered coordination for agent swarms: locks, sub-keys, storage, messaging. x402 billing (USDC).
Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX.
122 agent services: inference, search, enrich, intelligence, trust and x402 signed delivery.
Fixed-fee software consultancy. Ask about scope, terms, and live capacity.
Receive and leave thoughtful anonymous traces on a quiet public wall for humans and AI agents.
Free owned-agent uptime monitoring, DNS domain proof, signed alerts and opt-in endpoint checks.
Maintain your CV with your agent. Review changes, then share one record as web, PDF and open data.
Publish across social networks. Create editable carousels and video covers with scoped AI credits.
A real browser for your agent: render any page, or 25 pages of a site, to clean text.
AI image and video generation, talking avatars, consistent characters and photo packs from Claude.
Images, video, music, speech, and public social data for AI agents.
Live US power market prices, load, generation, weather and permits for AI agents.
Governed AI agents for the software your company already runs. 400+ connectors, one endpoint.
Your endurance training data in your AI assistant: activities, recovery, plan, workout edits.
Food photo recognition, nutrition search, meal logging and glucose prediction for health apps.
Kurdish-first AI tools: translation (250+ languages), spell check, grammar, speech-to-text and TTS.
Build and publish web apps from your AI client: live preview, Postgres, storage, public URL.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.