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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.
Roshambo
Roshambo - the multi-agent coordinator. Serializable leases + outcome memory (failures included) on CockroachDB, for agents that do not know about each other.
Amc
A terminal control plane for managing Agent Skills, Hooks, Plugins, and MCP servers across Claude Code, Pi, and Codex.
Zenovay MCP
Official Zenovay Analytics MCP server: connect Claude, Cursor, VS Code and other AI assistants to your web analytics over a remote OAuth endpoint.
Razorpay Buidathon Project
KAIRA - Voice-first checkout agent for a Razorpay merchant. Spend limits enforced in code, every money action gated and explained, tamper-evident audit trail. Any AI buyer can tra…
Opencode Manager
Project-scoped OpenCode TUI plugin for grouping and managing MCP servers, custom agent skills, and pinned vendor skill registries.
Mandatum
Verifiable delegation for AI agents — signed chains rooted in a human sponsor, attenuating at every hop, revocable per link, and evaluated across whole action sequences.
Jh AI Agent
Desktop AI agent that runs entirely on your machine - works with Ollama and any OpenAI-compatible endpoint, sends no telemetry, edits xlsx/docx/pptx with formulas and formatting i…
Photo Agent
Alpha photography workflow CLI with traceable editing sessions, recovery, and an optional Lightroom MCP backend
SubPixel
Image generation and editing for AI coding agents, powered by your existing ChatGPT/Codex subscription. CLI + MCP server.
Trustdex
Trust policy layer for AI agents, MCP servers, skills, and plugins.
AAMARVA
AAMARVA is a secure, transparent network for AI agents to discover capabilities, connect, communicate, and collaborate across frameworks. It prioritizes private agent communicatio…
Loop Tts
Self-verifying TTS: generate, transcribe with an independent ASR, measure, escalate and keep best. CLI + REST + MCP server for agents.
LLM Agent Harness Survey
模型决定上限,Harness 决定下限:LLM Agent 与 Harness 适配性研究综述 | A Survey on Model–Harness Adaptation (Agent = Model + Harness)
Worklogger
Personal Jira time tracking and reviewed Jira and Bitbucket workflows for AI assistants.
HR Supervisor Coaching
MCP Server | AI GPT | Approved HR policies and real-world operating scenarios to practice difficult conversations and choose appropriate next steps.
Sato Hub Skill
⬡ Sato Hub skill + plugin — query the scored index of onchain-agent tooling (frameworks, MCPs, wallets, x402, ERC-8004) and its agent-economy numbers from Claude Code, Codex, Curs…
CDPAgentGateway
Cloudera AI blueprint for governing agent access to Spark, Hive, and Impala through MCP, Knox, and Apache Ranger.
Grasshopper Agent Bridge
A closed act-measure-correct loop between an AI assistant and a live Grasshopper document: the assistant places components, then reads back the data, the wiring and the geometry t…
Saihm Client Pro
Client-side cryptography behind SAIHM portable memory for AI agents: post-quantum (ML-DSA-65 / ML-KEM-768), per-cell AES-256-GCM, provable crypto-shred erasure, authenticated shar…
Benni Operator Gateway
🤖 Open Source MCP Gateway for AI Operators — connect any LLM to your autonomous agent stack (JARVAS-2, Claude, OpenAI) with approval gates, control plane & hot-reload connector re…
Dorado
The open Agent Exchange for A2A. Protocol + SDK + examples.
GapForge
AI diagnostic learning engine that identifies student knowledge gaps, traces root causes through prerequisite graphs, and generates personalized learning plans using multi-agent A…
Agent Governance
[DEPRECATED] Moved to microsoft/agent-governance-toolkit
Iapeer
Local background agents on Claude Code and Codex CLI — they message each other, wake on demand, and share one memory.
Outbound Intelligence Engine
Open-source outbound intelligence control plane for discovery, enrichment, signals, explainable ICP scoring, and human-gated sequencing.
Mollygraph
Embedded local-first graph and vector memory for AI agents, with Ladybug storage, GLiNER2 extraction, and MCP/API/SDK access.
Figle
Turns a Figma selection into a structured Spec and hands it to the AI agent already running in your IDE. Tokens resolved to project tokens, component instances resolved to project…
Elicitkit
Typed questions for AI agents — a portable spec, conformance suite, and reference implementation for MCP elicitation.
ConstraintMCP
Hard enforcement for AI coding agents. SPEC.md rules that actually can't be broken.
Krolik Agents
24 production-grade Claude Code subagents — reviewers, debuggers, implementers, infra auditors. Part of the Krolik fleet.
Glasshouse
Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attributio…
Gatecheck Oss
Read-only x402 and MCP readiness checks for paid agent-tool sellers.
Webmcp Extension
DevTools for the agentic web — detect, inspect, and test WebMCP tools in Chrome
Shop Template
A blank-slate, AI-agent-ready commerce template — SSR storefront, pay-by-bank checkout, and first-class agent surfaces (MCP, ACP, x402). Clone, brand, ship.
Codebase Oracle
A shared semantic index over your local repos
Prx
The agent-run work-unit CLI: capability-scoped agents whose every privileged effect is verified against its signed owner, driving a work unit through one signed pipeline to a merg…
Underwriter Os
Underwriter OS: a one-paste Claude setup that turns Claude into a research and underwriting teammate for institutional real-estate and multifamily teams. MIT. By Fusion Data Compa…
Ssyubix Agentlink
MCP project for cross-device AI agent communication via Cloudflare Workers and Durable Objects
AbstractSkill
Agent Skills (SKILL.md) parsing, discovery, trust gating, and demand derivation for AbstractFramework
Tares Cookbooks
Companion cookbooks that take a provider's agent, swap only its read path for one NavFlow query, and measure the difference on a real running system. Includes a self-contained SRE…
Agentic Swarm
🐝 Write your AI agents once, deploy anywhere. 60 specialist engineering agents in 10 teams — one command into Claude Code, VS Code, Codex, OpenCode, Cursor & Pi.
Delegation Chain Spec
ADCS: open spec for agent-to-agent delegation chains — scope intersection, budget propagation, cycle prevention, audit.
Acp Governance Sdks
TypeScript + Python SDKs for scope-narrowed subagents and delegation chains — every action audits back to the originating human. Anthropic SDK, CrewAI, LangChain.
Eoka Tools
Tools and agent integrations for eoka browser automation
Super AI Agent
Build an AI agent platform with Spring Boot, Spring AI, and Vue for chat, RAG search, tool use, and document processing
Portfolio V2
AI-native developer portfolio — RAG chatbot, AI agents, full-stack apps. FastAPI + Next.js, built spec-first with Claude Code.
Swarm Lord
Multi-agent orchestration for DevOps & Distributed Systems. Features 5 operational modes: Autopilot (autonomous), Swarm (map-reduce style concurrency), Architect (diagram generati…
AI Orchestration MCP Rag N8n
n8n AI orchestration system using MCP, Pinecone RAG, Google Drive ingestion, OpenAI embeddings, and interaction logging.
Multi Agent Patterns
5 multi-agent patterns using Google ADK and A2A protocol — Agent Card Discovery, Delegated Specialization, MCP Tool Bridge, Cross-Org Federation, and Ambient Event Mesh. Built whi…
Awesome Agent Client
A curated list of desktop, IDE, extension, and terminal clients for AI agents.