Persistent context for AI agents built fromlearned vectors with certainty scores.
Manage self-hosted n8n (incl. queue mode): workflows, executions, users, audit — 51 tools.
Search biomedical papers, inspect publication records, and traverse citation or semantic graphs.
Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
Subscribe your agent to Hello Aigent feeds: discover, fetch signed updates, verify, and act.
Model Context Protocol (MCP) for Hellō Admin API.
Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens.
MCP server for Norway's Brønnøysund business registry — lookup, search, roles.
Interactive Ghidra views in your AI client: decompile, rename, and navigate a binary.
Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.
Powerful tools for automating Google Sheets using Model Context Protocol (MCP).
A whiteboard where AI agents draw their explanations as hand-drawn animated diagrams.
AI mentor for new & returning EVE Online players: losses, skills, fits, ISK, routes, and more.
TokRepo MCP: tokrepo_discover, tokrepo_verify, tokrepo_install_plan for reusable AI assets.
Disposable inboxes for AI agents and CI: catch the verification email, read the OTP or link.
Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
Dedicated Hermai MCP server for schema lookup, request intake, and workflow classification.
718 tools, all usable alone: ad research, video ads, 10 publishing channels, 11 ad platforms.
Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.
Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.
Governed MCP runtime for the Apple ecosystem, available on macOS with per-call approval.
US macroeconomic data from FRED: inflation, employment, growth, housing, rates, recession signals.
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
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.