Coding agents build full-stack apps in persistent workspaces and share them by link.
AI agent real-name identity: SM2 keypair, QR real-name link, SD-JWT VP generate/verify.
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more.
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
Shopify + Amazon inventory planning, forecasting & replenishment over MCP (50 tools).
Japanese-web-native MCP server for low-impact, token-efficient web collection.
Model Context Protocol server for the Exogram Authority Runtime.
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command install.
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.
An MCP server that knows how long it's been since you touched grass.
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, no egress.
MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audited restore tier.
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup.
Decision tracking with prediction validation and outcome gates for AI agents.
Run long shell commands as background tasks: start them, keep working, collect the results later.
Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown.
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.
React codebase semantics for AI agents, with a VS Code visualizer you both share. Free, local.
Deterministic cross-branch conflict detection for AI coding agents.
Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitrum and Sepolia.
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics.
Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.
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.