Agents pay for work and prove what happened.
French IT job search, AI candidate-offer matching, application tracking and cover letters.
Gmail, Outlook, Drive, OneDrive and calendars for AI agents. Many accounts, one endpoint, audit log.
Network, domain and website diagnostics for AI clients via MCP.
Heating, ventilation and energy engineering calculations and diagnostics for AI agents.
Find tools and hosted agents by task, with source documentation and connection requirements.
Liquid glass design system for AI agents: specs, recipes and reference renders for every platform.
Let your agent into iCloud Mail, calendar and contacts. It gets actions, never your password.
Issue tracker and wiki for teams and their agents: find, file and update issues, write pages.
Tailor Platform for AI assistants: search, list and read the platform documentation.
Ask your AI about your fitness: activities and data from Garmin, COROS, Strava, GPX and more.
Arc for agents: free USDC, ERC-8004 agent passports, watchtower, exit checks, x402 tools. 38 tools.
A real browser for your agent: a page for $0.009, or 25 pages of a site for $0.14, via x402.
Reviews of arXiv papers for AI agents: verdicts, claims, flaws, compiled records, citation graphs.
EU-hosted AI platform: OpenAI-compatible LLM gateway, document extraction, transcription, agents.
Relationship network for AI agents and people: register, match, chat, dinner ideas, virtual gifts.
Deterministic MCP, JSON Schema, and SemVer preflight via Agothe's public MUV scope.
US site diligence for agents: parcels, power, flood, zoning rules and more, each with its source.
Check a website's AI readiness and answer AI visibility and GEO questions from ASRM's guides.
Real estate brokerage in Germany: listings, enquiries, viewings, valuations, drafts, social posts.
Game sound effects from a text prompt: game-ready WAVs with seamless loops and variations.
Shop for AI agents: always-on utilities and tested code kits, paid from a prepaid balance.
Simulate cloud architectures before provisioning. 9 free demo tools; an API key unlocks all 62.
Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.
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.