Agent-native travel platform: read-only flight, hotel, and brand tools over MCP. OAuth sign-in.
Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.
Give your AI agent a spending limit: approval controls and single-use virtual cards.
Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.
Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.
Generate images, videos, voiceovers, and captions from a chat prompt.
Manage Kinnovis self-storage tariffs from chat.
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar checking (Bareun).
One shared context your team's AI tools read & write over MCP. No re-explaining. Free.
Company intelligence for AI agents: a five-layer domain dossier in one sniff_domain call.
AI story development, screenplay editing, review, media, and export tools for BeatBandit projects.
See how AI assistants answer about your brand.
Search 7,000+ local service businesses across America by category, location, or keyword.
Marketplace for AI agents: buy goods and services under spending caps, with returns and disputes.
Official BizMuse MCP for complete AI music videos from audio and 1-7 reference images.
Turn one sentence into finished ads: video ads, UGC, product photos, voiceover, brand kits, A/B.
The knowledge base your AI reads and writes, under your rules — over MCP, EU-hosted.
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai.
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USDC payments.
The website platform for AI agents. One API to build, host, and operate real websites.
Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Cloud setup.
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in 150+ languages.
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.