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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.
Open Agents
BUFI Minions — self-improving Gemini 3 agents with Arize Phoenix observability (OpenInference tracing, Phoenix MCP self-introspection, LLM-as-judge evals). Devpost 'Agents for Rea…
ZeroHuman Agency
Self-hosted AI content team — research, score, draft, multi-agent review, publish. Learns from your social metrics. You approve every post.
Gitfix
gitfix VS Code extension scaffold — deferred. Active development on the CLI at https://github.com/ameyypawar/core-merge-engine, install via https://gfix.space.
GetCiteFlow Agent Commerce
Open-source Answer Commerce protocol that enables AI agents to discover, purchase, and pay for digital products autonomously.
Agentic Agile
Claude Code plugin for agentic agile + autonomous TDD: hook-enforced AI coding agents that plan sprints, then write code RED→GREEN with deterministic gates. Agentic workflow for L…
Awesome AI Agent Verification
A curated list of phone verification solutions for AI agents 📱🤖
Jira For Agents
Prepare Jira issues and comments as a Markdown cache for agentic search in Alloy or any AI workspace
Memoturn DB
Memory for AI agents — an agent-memory database: typed memories with supersession, hybrid recall, and a mind you can checkpoint, fork, and rewind. Rust data plane embedding libSQL.
Gmem
Git-backed long-term memory for AI agents, served through MCP and a JSON-first CLI.
Memkeeper Harness
Memkeeper: Harness — a local-first task ledger, dispatcher, and runner for coordinating AI agent workforces. Goals, tasks, and dependencies under TTL leases, with evidence and an…
Cachly Rust
Official Rust SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Across Autopilot
Goal-driven workflow supervision for the Across agent ecosystem.
Sats402 Firecrawl
SATS-402 wrapper for Lightning-gated Firecrawl MCP/API response delivery.
Spraay Compute
💧 OpenClaw / Claude Code skill for AI agents: rent GPU compute, run AI model inference (LLM, image, video, speech, embeddings), and buy prepaid compute futures credits — paid in U…
Nodex
Query and validate Markdown as a document graph—front matter, links, policies, change impact, CLI, and MCP for AI agents.
Interviewiq AI
Multi-agent mock interview coach built with Google ADK, Gemini, and MCP. Analyzes resumes, conducts adaptive interviews, and generates personalized learning roadmaps.
Gamecrew AI
GameCrew AI: a game publishing AI team for multi-agent orchestration, vector knowledge memory and high-quality delivery
Is This Safe
Trust in AI agent tooling is a chicken-and-egg problem. Start here — audit a skill repo before you install it.
AI Repository Template
This is a template repo for building your AI Marketplace compatible repository.
Loop Studio
Loop Studio - A Loop Engineering Engine with Verify-Separation and Quality Gates for Multi-Agent Software Delivery
Remora
🐟 Wireshark for AI agents — a local, zero-config proxy that taps LLM + MCP traffic and renders it on a live timeline. See what your agent is actually doing.
Sandbase Docs
Official SandBase developer documentation: one API for LLMs, image, video, audio, embeddings, real-world APIs, and reusable Agents.
Chief
Your agents plan, you approve, Chief keeps the record. A local tracker for agentic workflows: plans arrive as drafts, mid-run changes pause for your decision, everything lands in…
Concord
An open-source AI-native platform that connects your existing DevSecOps tools through intelligent MCP agents — turning fragmented signals into instant root cause, fixes, and compl…
AI Agent Architecture 2026
Reference architecture for enterprise AI agent systems in 2026. MCP-first, framework-agnostic, built for regulated industries.
Nanhudev
nanhudev / Xuanjun Yu — AI-native builder working on agent systems, Brain x Harness infrastructure, local-first AI and creative tooling.
Bigcommerce Agent Toolkit
Read-first BigCommerce MCP and CLI with approval-gated mutations
Targetbay Agent Skills
AI Agent Skills marketplace for TargetBay — plugins that teach agents to run email & SMS marketing, reviews, loyalty and personalization for eCommerce stores.
Agent Workstation
API/CLI-first MCP workstation adapter: explicit host trust, on-demand skills and bounded context.
Mia
Managed Identity for Agents. Scoped, revocable, live-checked identity and enforcement for AI agents acting on behalf of a human.
Clarity Contract
Agreement is not evidence. An agent style contract with real Astra–Fable disagreements, six paired tests, and WebMCP.
Tailrace
Agent data governance for TypeScript. In-process secret/PII detection, reversible tokenization, and policy at the model, tool, and MCP boundaries.
SoAI
An OpenAI and Anthropic-compatible API in front of llama.cpp, Ollama, vLLM and remote providers, with on-demand backends, queuing, failover and load balancing. Also includes a mul…
Skilltest
SkillTest: test framework and CI gate for AI agent skills (SKILL.md) — the engine behind skillemall.ai
DevGuard Enterprise
DevGuard Enterprise — AI Security Platform powered by DataHub. Autonomous AI agents for security analysis, graph reasoning, evidence-driven remediation, and enterprise governance.
Portzilla
Port and process lease coordinator for parallel AI coding-agent sessions
Fekry Plugins
my design taste as a portable agent skill. five style modes, motion decision gates, RTL-native rules. install it, or fork it and make your agent design like you.
Jt Automation
An AI agent that automates job application tracking. It uses LangGraph for the workflow, fetch emails via MCP and sync job statuses to Google Sheets.
Agent Canvas
A desktop canvas where multiple AI coding agents run as real processes, discover each other through connections you draw, and share tasks and memory.
Moto Travel Western Sichuan
川西（阿坝州/甘孜州）摩托车旅行路书规划技能包：风景公路优先，含真实道路轨迹、节假日避堵、历史落雪风险、海拔适应与续航加油规划，可导出 Markdown / Excel / 高德地图网页。Motorcycle roadbook planner for Western Sichuan — real Amap road geometry, Sichuan hi…
Beziera
AI-assisted UI design, prototyping and animation on HTML-native artboards — driven by whichever coding agent you already run.
Compound Gemini Extension
Gemini CLI extension for ParseRail — native tools for financial-document extraction, PII redaction and contract review, plus ~38 more. Install: gemini extensions install https://g…
Agent Wiki Kit
A self-maintaining, source-backed knowledge wiki and the harness that keeps it honest. Works from Claude Code, Codex, OpenCode and Hermes. Ships with a Claude Code wiki; point it…
Unrot
Lint AI agent config files: CLAUDE.md, AGENTS.md, .cursorrules, MCP configs
Ticket2patch
AI engineering orchestrator that investigates Jira production issues, finds root causes, creates isolated code patches, and publishes guarded, review-ready draft PRs.
Nemoclaw Ops Agent
Autonomous delivery+runtime ops agent (NemoClaw/OpenShell on k3s, local inference, Slack approvals) — agent-built via scoped-credential tickets
Mosyn
Named after Mnemosyne, the Greek goddess of memory. Shared, disciplined project memory for Claude Code agents on Walrus (decentralized storage + SEAL): recall before acting, log e…
Transactional Antigravity Harness
Transactional MCP harness for safely delegating bounded Codex tasks to Antigravity with isolated Git worktrees, durable evidence, explicit apply/finalize, and async callbacks.
Scholar Dev Hub
One-stop curated hub of free resources, tools, courses & cheat sheets for developers, students, professors and researchers — incl. a flagship 2025-2026 AI & Agents section (MCP, f…
Domowy Serwer AI
Kompletny poradnik: serwer AI 24/7 ze starego biurowego HP (i5-2400). n8n, Docker, Ollama, bot Telegram z ChatOps, MCP. 12 rozdziałów, 37 pułapek z budowy.