Pre-action gates that block AI agents from repeating known mistakes.
Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.
Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input.
Multi-instance read-only MCP server for ServiceNow.
Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.
A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.
Text extraction, keyword extraction, language detection, and chunking for RAG.
Policy gate and signed trust receipts for autonomous agent actions.
Local-first personal memory and model server for trusted MCP agents on macOS.
Supplement safety for AI agents - drug interactions, quality grading, NIH verification.
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.
Scaffolds MERN CRUD resources into existing Express and React codebases.
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Persistent, policy-controlled missions for AI agents operating local and SSH environments.
Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.
Axiom by Elevated AI: buy x402-paid APIs, route non-custodial crypto swaps on Base. You sign.
Screen AI-work venues for inventory, funding, payouts, withdrawal, economics, and security risk.
Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging.
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.
An MCP server to extract keyphrases from a text with the BERT model.
Give AI agents a persistent pixel-art character reflecting their state in real time.
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.