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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.
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…
Prime Skills
Build pixel-perfect local pages from Figma with Prime components, skills, and MCP workflows.
Bicameral
Two minds, one diff. Self-improving two-model AI coding agent for Claude Code: Claude plans and reviews, Codex writes the code, every step verified and learned from.
Leverage
An intelligence resource manager for MCP hosts. One frontier brain, an elastic workforce: hire local, free and subscription models under your best model, verify every result, repl…
Untoll Hook
a uniswap v4 hook: the bonding curve is the pool, graduate-in-place on the same poolid, no migration. protocol-owned liquidity, no withdraw/sweep/rescue path. deployed and source-…
GoatCode
Open-source terminal AI coding agent — 180+ providers, subscription OAuth, provider failover, prompt caching, desktop control. One 85MB binary. npm i -g goatcode-cli
LAMF Optimizations
Optional, independently switchable agent optimization pack for Ledgered Agent Memory Fabric.
Pg Axi
An agent-native PostgreSQL CLI. Higher accuracy with fewer tokens than both psql and MCP.
Presentation Skills
Agent skills for presentations: rebuild a Canva design with new content, and build a talk that fits its clock.
Problem Navigator
Evidence-backed problem framing, research, decisions, and solution design for AI agents. 通用问题与产品/软件方案分析，支持中英文。
Agentattest
Open-source, tamper-evident compliance evidence for AI agents. Ingests from your gateway and framework, exports evidence mapped to EU AI Act, ISO 42001, and NIST AI RMF.
Bridgenode SDK Ts
BridgeNode — x402 pay-per-request AI inference. TypeScript SDK.
Lseg Intelligence Hub
Multi-agent relationship intelligence demo on Microsoft Copilot Studio, Power Automate and Dataverse, powered by the LSEG Data & Analytics MCP connector. Unofficial demo.
Agent Native Web
Contract-native web infrastructure for agents: typed resources, direct media, live state, safe actions, and receipts.
Morph Public
Morph is the intelligence layer between sales and engineering—turn real product flows into buyer-ready videos, interactive demos, and Story Packs with your coding agent.
Cookbook Brain
A memory for AI agents that is just markdown files, and it argues with itself at night. One brain, all of your agents: attributed, append-only, confidence earned from outcomes.
Skillwire
Resolves repository-native commands for AI coding agents with provenance, overrides, and CI drift detection.
Remote Dev Skillkit
AI-native remote development Skillkit for safe, auditable agent work on real machines.
LLM Migrate
Plan, research, and evaluate LLM application migrations between models, providers, and platforms (Claude, GPT, Bedrock) before changing code
Get Hands
Hands — persistent AI workspaces, open developer contracts, Sages, Custom Hands, and semantic tool discovery.
Straightedge
Generate deterministic, machine-checkable SVG diagrams and Manim animations from Python, structured data, or an AI agent.
Flutter Webmcp
Typed Flutter Web bindings and lifecycle helpers for WebMCP tools.
Longhaul
Rust MCP server for the 2026-07-28 RC: stateless axum core, Tasks extension, SqliteStore, and a conformance suite.
A2p2a
（测试中·alpha）把手上零散的 AI CLI 接进同一个工作区：秘书聊清楚需求、管理按能力和价格挑人派活、HR 按报错返工打分；内置智能体 + MCP 接入，开箱就能干活
Chainwake
Event-driven Bittensor and EVM chain monitoring for AI agents.
OmniCraft
OmniCraft — meta-harness open-source para todos os seus agentes de IA (pt-BR). Chat · Code · Craftwork.
Ritual
A fast, eldritch-themed TUI that drives a multi-LLM coding workflow: Claude Code implements, Codex adversarially reviews: every loop grounded in ./check.sh.
OmniTest
An autonomous AI Quality Assurance platform with a live map-reduce execution canvas. Powered by LangGraph, Playwright MCP, FastAPI, and Next.js.
Slidesfly Integrations
Slidesfly turns AI-generated HTML slide decks into shareable URLs with one command—no sign-up required. Integrations for GitHub Actions, MCP, Gemini CLI, Marp, Reveal.js, and Slid…
Paprika Agent
MCP server connecting Claude Desktop to the Paprika recipe manager via its unofficial API to remotely access and interact with recipe data and meal planning
Aaj Marketing Skills
Agent skills for AI marketing tasks. 39 skills, 24 with runnable engines you can execute directly. MIT. Works with Claude Code, Cursor, Codex, Windsurf.
Creative Workframe
Local-first, Figma-like visual workspace connecting tldraw canvases, native ComfyUI workflows, project files, Codex and Claude Code through MCP.
Epistemos
Sovereign context, memory and provenance infrastructure for AI agents. Bitemporal knowledge, evidence and decision lineage, delivered to any agent over the EPCTX/1 protocol (SDK/R…
Tavily Rotator MCP
Local Tavily MCP server with multi-key rotation and failover — 把多把免费 Tavily key 池化成同一个 MCP 端点
Argon Agents
Argon adapters for AI agent frameworks: LangGraph checkpointer with whole-store fork, Mem0 sandbox factory, reproducible eval pins — versioned MongoDB sandboxes for agents
Agenthotel
Inspired by Easypanel — spin up your agents, monitor and observe. Self-hosted control panel for AI agents and Docker apps with automatic HTTPS, live logs, web terminals and MCP in…
Tulip Agents
The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can…
Guildai
Guild.ai — independent third-party profile of a public API surface, by API Evangelist. Guild.ai is a control plane for AI agents that lets engineering teams build, deploy, govern,…
Substack MCP Server
Substack MCP server guide for Claude and AI agents: capabilities, limitations, tool schema, and Narrareach production alternative.
Tapestry MCP
Local MCP server for Tapestry's dependency-aware task API.
Photonic Waveguide
An agentic AI workflow for SiN waveguide design that bridges modesolverpy, SAX+JAX, and gdsfactory via FastMCP. It handles eigenmode solving and inverse design for GDSII mask outp…
AdjutantVoice
Local OmniVoice TTS server with voice cloning, OpenAI-compatible API, FastMCP/MCP, Hermes Agent and Claude integration.
Enterprise Finance Agent
Enterprise Multi-Agent AI Platform built using Python, FastAPI, Agentic AI architecture, Supervisor orchestration, Portfolio, Budget, Expense, Risk Analysis, REST APIs, Docker, an…
Scratch Unified MCP
First standalone headless Scratch VM over MCP — 108 tools for AI agents to build, playtest, and publish Scratch projects
Deflow
Autonomous multi-agent options desk on Alpaca paper trading. Four AI agents propose defined-risk spreads; twelve deterministic circuit breakers decide. Every fill and refusal is h…
Searxng MCP Gateway
Privacy-focused web search MCP Gateway for real-time AI agent research.