Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for every instance.
From first signal to satellite evidence: live world-event intelligence and collection planning.
Simulation, evaluation and monitoring for voice agents.
Collector-car auction history, live listings, bid trails, and market statistics for AI agents.
Search receipt-verified agent build packs, with each pack's real M-of-N pass rate.
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).
Find, inspect and install reviewed reusable AI-agent capabilities from superskill.sh.
Log, evaluate, and ground AI decisions against authority context. Returns PASS, WARN, or BLOCK.
Architecture-grounded query for AI agents. Governance constraints, system dependencies, evidence.
Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.
Transformation readiness gaps and initiative risk signals for AI agents and enterprise change leads.
Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.
Sub-arcsecond ephemeris and astrology on NASA JPL DE440: natal, transits, eclipses, Human Design.
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers.
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
Plan, book, and manage business travel.
Magento 2 extension marketplace over MCP: search, buy, publish, and install packages.
Your AI meets theirs before you do — private matching for needs, offers, and opportunities over MCP.
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc documents.
Remote-control Claude Code, plus PandaNote notes, AI model configs & scheduled tasks.
PayPal MCP server provides access to PayPal services and operations for AI assistants.
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP Server.
Semantic search over free-to-use stock photos from 9 libraries: by words, image, or similar.
Live scuba dive planning: forecast windows, best-time climatology, species seasons, 4,800+ sites.
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.