MCP server for Bags on Solana: token analytics, trade quotes, and gated write operations.
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.
Read-only Mac mini AI operator setup offer with queue, pricing, and buyer-route tools.
Confidence-scored domain availability checking for AI agents via CanYouGrab.it.
Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.
Architecture governance for AI agents: query the live model, get target patterns, check files.
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.
Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.
Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.
An AI agent that runs your Avito account — 148 tools for chats, listings, promotion, orders.
Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.
Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools.
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence.
Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index.
AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman.
Headless Blender asset QA over MCP: background script runs and FBX reimport verification.
MCP control plane: local server discovery, profiles, capability bundles, and policy audits.
Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.
MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
Scan agent skills and MCP servers for malicious patterns before you load them.
Zero-dependency verifiable-claims MCP: validate safely, verify with allow_execution, self-test.
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes.
MCP server wrapping the nb CLI for LLM-friendly note-taking.
On-chain identity and durable memory for AI agents on the Emercoin blockchain (NVS).
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.