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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.

15K
live servers
37
avg trust
374K
most stars
8851

Roshambo

ellmos-ai

Roshambo - the multi-agent coordinator. Serializable leases + outcome memory (failures included) on CockroachDB, for agents that do not know about each other.

★ 1updated 22 days ago
34
8852

Amc

JanYork

A terminal control plane for managing Agent Skills, Hooks, Plugins, and MCP servers across Claude Code, Pi, and Codex.

★ 1updated 5 hours ago
34
8853

Zenovay MCP

zenovay

Official Zenovay Analytics MCP server: connect Claude, Cursor, VS Code and other AI assistants to your web analytics over a remote OAuth endpoint.

★ 1updated 3 months ago
34
8854

Razorpay Buidathon Project

protyoya

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…

★ 1updated a month ago
34
8855

Opencode Manager

nguyenthdat

Project-scoped OpenCode TUI plugin for grouping and managing MCP servers, custom agent skills, and pinned vendor skill registries.

★ 1updated 2 months ago
34
8856

Mandatum

kanywst

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.

★ 1updated 16 days ago
34
8857

Jh AI Agent

pei-jz

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…

★ 1updated 20 days ago
34
8858

Photo Agent

John-owo

Alpha photography workflow CLI with traceable editing sessions, recovery, and an optional Lightroom MCP backend

★ 1updated a month ago
34
8859

SubPixel

KingPin

Image generation and editing for AI coding agents, powered by your existing ChatGPT/Codex subscription. CLI + MCP server.

★ 1updated 9 days ago
34
8860

Trustdex

grigent

Trust policy layer for AI agents, MCP servers, skills, and plugins.

★ 1updated 4 days ago
34
8861

AAMARVA

AAMARVA

AAMARVA is a secure, transparent network for AI agents to discover capabilities, connect, communicate, and collaborate across frameworks. It prioritizes private agent communicatio…

★ 1updated 2 days ago
34
8862

Loop Tts

Mnemoclaw

Self-verifying TTS: generate, transcribe with an independent ASR, measure, escalate and keep best. CLI + REST + MCP server for agents.

★ 1updated a month ago
34
8863

LLM Agent Harness Survey

aiyoaiyoaiyoooo

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)

★ 1updated a month ago
34
8864

Worklogger

santiv343

Personal Jira time tracking and reviewed Jira and Bitbucket workflows for AI assistants.

★ 1updated 22 days ago
34
8865

HR Supervisor Coaching

elyse-deq

MCP Server | AI GPT | Approved HR policies and real-world operating scenarios to practice difficult conversations and choose appropriate next steps.

★ 1updated a month ago
34
8866

Sato Hub Skill

satohubai

⬡ 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…

★ 1updated 10 days ago
34
8867

CDPAgentGateway

BrooksIan

Cloudera AI blueprint for governing agent access to Spark, Hive, and Impala through MCP, Knox, and Apache Ranger.

★ 1updated 22 days ago
34
8868

Grasshopper Agent Bridge

chmhechtl

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…

★ 1updated 2 months ago
34
8869

Saihm Client Pro

SAIHM-Admin

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…

★ 1updated 24 days ago
34
8870

Benni Operator Gateway

benni-os

🤖 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…

★ 1updated 10 days ago
34
8871

Dorado

hidorado

The open Agent Exchange for A2A. Protocol + SDK + examples.

★ 1updated a month ago
34
8872

GapForge

arunreddy-co

AI diagnostic learning engine that identifies student knowledge gaps, traces root causes through prerequisite graphs, and generates personalized learning plans using multi-agent A…

★ 1updated 2 months ago
34
8873

Agent Governance

imran-siddique

[DEPRECATED] Moved to microsoft/agent-governance-toolkit

★ 1updated 7 months ago
34
8874

Iapeer

agfpd

Local background agents on Claude Code and Codex CLI — they message each other, wake on demand, and share one memory.

★ 1updated 6 days ago
34
8875

Outbound Intelligence Engine

Kazemkhani

Open-source outbound intelligence control plane for discovery, enrichment, signals, explainable ICP scoring, and human-gated sequencing.

★ 1updated 7 days ago
34
8876

Mollygraph

brianmeyer

Embedded local-first graph and vector memory for AI agents, with Ladybug storage, GLiNER2 extraction, and MCP/API/SDK access.

★ 1updated 5 months ago
34
8877

Figle

ladown

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…

★ 1updated 4 months ago
34
8878

Elicitkit

elicitkit

Typed questions for AI agents — a portable spec, conformance suite, and reference implementation for MCP elicitation.

★ 1updated 4 months ago
34
8879

ConstraintMCP

Christopher-Anandaraj

Hard enforcement for AI coding agents. SPEC.md rules that actually can't be broken.

★ 1updated 4 months ago
34
8880

Krolik Agents

anatolykoptev

24 production-grade Claude Code subagents — reviewers, debuggers, implementers, infra auditors. Part of the Krolik fleet.

★ 1updated 3 months ago
34
8881

Glasshouse

davccavalcante

Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attributio…

★ 1updated 4 months ago
34
8882

Gatecheck Oss

LarryLemonBot

Read-only x402 and MCP readiness checks for paid agent-tool sellers.

★ 1updated 2 months ago
34
8883

Webmcp Extension

amrinbuilds

DevTools for the agentic web — detect, inspect, and test WebMCP tools in Chrome

★ 1updated 4 months ago
34
8884

Shop Template

StuMason

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.

★ 1updated 6 days ago
34
8885

Codebase Oracle

LanNguyenSi

A shared semantic index over your local repos

★ 1updated 5 days ago
34
8886

Prx

bounded-systems

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…

★ 1updated 11 days ago
34
8887

Underwriter Os

Fusion-Data-Company

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…

★ 1updated a month ago
34
8888

Ssyubix Agentlink

syuaibsyuaib

MCP project for cross-device AI agent communication via Cloudflare Workers and Durable Objects

★ 1updated a month ago
34
8889

AbstractSkill

lpalbou

Agent Skills (SKILL.md) parsing, discovery, trust gating, and demand derivation for AbstractFramework

★ 1updated 7 days ago
34
8890

Tares Cookbooks

glassflow

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…

★ 1updated a month ago
34
8891

Agentic Swarm

hlsitechio

🐝 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.

★ 1updated 4 months ago
34
8892

Delegation Chain Spec

agentic-control-plane

ADCS: open spec for agent-to-agent delegation chains — scope intersection, budget propagation, cycle prevention, audit.

★ 1updated 6 days ago
34
8893

Acp Governance Sdks

agentic-control-plane

TypeScript + Python SDKs for scope-narrowed subagents and delegation chains — every action audits back to the originating human. Anthropic SDK, CrewAI, LangChain.

★ 1updated a month ago
34
8894

Eoka Tools

shrimp-software

Tools and agent integrations for eoka browser automation

★ 1updated 9 days ago
34
8895

Super AI Agent

Preservative-bowels37

Build an AI agent platform with Spring Boot, Spring AI, and Vue for chat, RAG search, tool use, and document processing

★ 1updated 17 days ago
34
8896

Portfolio V2

Murad-Hasil

AI-native developer portfolio — RAG chatbot, AI agents, full-stack apps. FastAPI + Next.js, built spec-first with Claude Code.

★ 1updated 27 days ago
34
8897

Swarm Lord

kritagyaio

Multi-agent orchestration for DevOps & Distributed Systems. Features 5 operational modes: Autopilot (autonomous), Swarm (map-reduce style concurrency), Architect (diagram generati…

★ 1updated 8 months ago
34
8898

AI Orchestration MCP Rag N8n

borisvillanueva

n8n AI orchestration system using MCP, Pinecone RAG, Google Drive ingestion, OpenAI embeddings, and interaction logging.

★ 1updated 5 months ago
34
8899

Multi Agent Patterns

ibmlachezar

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…

★ 1updated 5 months ago
34
8900

Awesome Agent Client

dctongsheng

A curated list of desktop, IDE, extension, and terminal clients for AI agents.

★ 1updated 4 months ago
34
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