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MCP servers tagged ai-agents
15K live MCP servers tagged "ai-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-agents.
Qoris Marketplace
Official Qoris plugin marketplace for Claude Code
SWARM FORGE
Deterministic, zero-trust agent orchestration kernel for Claude Opus 4.7 — the only orchestration framework architecturally capable of regulated deployment. Topological determinis…
Codex Claude Bridge Skill
On-demand Claude Code bridge skill for Codex
Stelline
Session intelligence for AI agents — extracts structured memories from conversation transcripts. The bridge between raw sessions and searchable knowledge.
AI Native Capabilities
Spec-first agentic AI capability patterns for decision intelligence, commerce, engineering, supply chain, and compliance
Repolith
The coordination layer for parallel AI coding agents — plan-time conflict catch, edit gate, auto-resume — plus monorepo ergonomics for multi-repo workspaces. CLI + MCP server + VS…
Unipet
A desktop pet that watches your AI coding agents — so you don't have to
Cachly Kotlin
Official Kotlin SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
My Agent Project
AI Task Management System — one SQLite database, three interfaces: MCP for agents, web dashboard for humans, stdlib CLI for scripts
Neuron
The package manager for AI tools, agents, and models.
Openlander
MCP-native deployment control plane for coding agents.
Openclaw Skills
OpenClaw skills for e-commerce, supplement compliance, supplier research, and product economics. Now open-sourced for the community.
Alphai SDK
Typed Python client for the AlphaAI.io financial-news REST API
Cachly Swift
Official Swift SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Veridge
The always-fresh, low-token map of a whole project — docs, code (to the symbol, multi-language), decisions — unified in one graph, ranked by PageRank, served to AI and humans. Zer…
Github Tool Catalog For AI Agents
A small, conservative catalog of GitHub-adjacent tools for AI agents and the humans supervising them.
Veyra Commit Core
Landing page and public docs for Veyra, the commit mode layer for production AI agent actions.
Clauck
Cron-scheduled claude -p sessions on macOS. Event triggers, job library, auto-updates, natural-language management.
Agents Skill
AI agent systems skill for Claude Code — ReAct, Plan-and-Execute, reflection loops, Tree of Thoughts, LATS, MCP integration, LangChain/LangGraph/CrewAI/AutoGen/Claude Agent SDK, m…
Agentlib
Agentic Knowledge Navigation — preprocessed books + a skill that teaches AI agents to navigate efficiently. No server, no vector DB, just files + instructions. Claude Code plugin.
Oci Kafka MCP Server
AI-native MCP server for OCI Kafka — 42 tools, enterprise security, AI diagnostics
Devotchi
Tamagotchi-style portable device for AI coding agents
Coracle
Personal-machine AI orchestrator: routes work between free-tier big AI (Gemini/Groq/Ollama Cloud + browser fallbacks) and local Ollama models (qwen2.5 + qwen2.5-coder) with a sing…
Axon Skills
Skills + Claude Code plugin for Axon — the non-custodial trading terminal for AI agents.
SmartBake LocationAI
Location intelligence AI agent for bakery market research and business insights built with Google ADK, BigQuery, MCP integrations, Google Maps, and Gemini AI.
Agent Native Infrastructure Index
Agent-readable index of agent-native infrastructure: inboxes, phone, webhooks, payments, partials, and gaps.
Cachly Python
Official Python SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Metaflora Dumb Dev
Грубый anti-overengineering режим для AI coding agents: vibe/chill/IDGAF, dumb-score, brutal review и eat-these-tokens для экономии кода и токенов.
Google AI Agents Course Notes
📚 Personal study notes from Google's 5-Day AI Agents course — covering Antigravity, ADK 2.0, MCP, secure agent dev, and Agent Runtime deployment.
Market File
A daily what_the_market_is_telling_us.md for your product, from your own Stripe and PostHog data. Deltas, not summaries.
Cogctx
cogctx — an open Cognitive Context Protocol: a tiny JSON standard telling AI tools how you are (focus, fatigue, interruptibility) so they can adapt how they help
Repowitness
A temporal, evidence-backed code-intelligence and engineering-memory engine
SAIF Protocol
An open standard defining business object models and execution frameworks for AI agents interacting with the real economy.
Deepseek Orchestrator
DeepSeek 三角色自动编排 dsh 插件：干活 v4-flash / 思考 v4-pro / 独立审查，规则路由自动分级，dsh 官方侧边栏面板 + CLI/MCP 多通道，零依赖
Agent Colony
Disciplined multi-agent system for Cursor — agents with hard boundaries, falsification-first verification, evidence-based handoffs, and mandatory PR gates.
Slack Agent Mesh
Portable Slack transport and coordination layer for agent-to-agent collaboration across Hermes, Claude Code, Codex, and any CLI or webhook agent.
Attenu Guard Ts
Attenu Guard for TypeScript — per-agent permissions on every tool call and sub-agent handoff (a sub-agent never holds more than its parent) with a hash-chained audit log verified…
Agentx CLI
AgentX CLI for reproducible AI agent environments
AI Loadout
AI Loadout — a portable Markdown format for ready-to-run AI jobs. Package prompts, rules, skills, MCP tools, knowledge, workflows, approval gates, and visual outputs into one veri…
AI Agent Engineering Notes
掘金小册《AI Agents 开发实践》学习笔记与章节复盘。系统梳理模型能力转化、工程底座、LangChain 服务端链路、Tool Calling、MCP、Skills 及多智能体协同的心得沉淀。
Claude Ask
Persistent async Claude Code second opinions for Codex, with explicit read-only workspace reviews.
Cereyan
Orchestration for Python data pipelines, without the platform. A fast Rust core drives flows, schedules, backfills, retries, and a live UI. Agentic-ready: MCP tools, agent-attribu…
Codex Web Harness
Put your ChatGPT plan to work in Codex: browser reasoning, local tools, long-session recovery. / 把已有网页额度用到真实项目：读代码、改代码、跑测试。
Choreless
Omniagent — WhatsApp AI agents for real businesses: multimodal RAG over n8n workflows with memory and CONFIRM-gated actions, plus a marketing site and MCP server
PromptRack
Version prompts. Run them across models. Find what works.
Forcedream Examples
Real, runnable examples for the ForceDream MCP server -- discovery, invocation, proof verification, reliability checks, and multi-step workflows.
Autoproduct Design
Design docs for a full-lifecycle multi-agent software development system: opportunity sensing → market → PRD → spec → coding → review → test → deploy → evidence → kill decisions.…
Agent Build Controls
Evidence-backed build controls for Codex and Claude Code.
Safe Hands
Asimov's Three Laws compiled to real Cedar authorization policy that acts as the runtime safety layer for AI agents which touch the physical world. Governs the real SO-101 (LeRobo…
Trustline
Trusted baseline + auto-rollback for AI agent config files (.claude/, AGENTS.md, .mcp.json). Detects prompt-injection / supply-chain tampering and rolls back to a trusted snapshot…