One-to-three-cent spend routing, lead research, token-risk, and agent-tool comparison preflights.
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
Evidence-backed web research for AI agents with citations and confidence scores.
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.
Schedule AI phone calls, manage assignments, and check credits from Claude.
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.
Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.
Local .NET compiler verification, change impact, and typed wiring for AI agents.
AI assistant access to PicoCalc MicroPython hardware over USB.
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP.
Zi Wei Dou Shu for AI agents: free natal charts, six transit levels, and optional readings.
Your curated sources (RSS, YouTube, podcasts, Google News) as context for any AI agent. 26 tools.
Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
Local persistent TraeCN coding-task gateway with a focused MCP Agent surface.
Verify the facts an agent's action depends on before it acts — ALLOW, REVIEW, or BLOCK.
Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM.
Persistent memory for AI agents — local JSON, zero config, no server required.
The prediction MCP — score your prompt before you generate, so you never waste a credit.
Self-serve publisher onboarding for Lulu Ads. 70% CPA, disclosed sponsored field.
AI prompt optimization for 58+ platforms across 7 categories with custom platforms.
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
Disposable microVM sandboxes for AI agents: run code, read/write files, git, preview URLs.
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.