"Agent Creation and Orchestration" matching MCP servers:

• MCP Agent Orchestration System

  aviz85

  F

  license

  -

  quality

  D

  maintenance

  A state-based agent orchestration system that allows transitions between different states (IDLE, PLANNING, RESEARCHING, EXECUTING, REVIEWING, ERROR) while maintaining conversation context and providing state-specific prompts.

  Last updated 2025-05-07

  2

• agent-orchestration

  DiffMeyend

  F

  license

  -

  quality

  -

  maintenance

  A multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task requirements.

  Last updated 2026-03-05

• Agent Readiness MCP

  forgemeshlabs

  A

  license

  A

  quality

  B

  maintenance

  Scans any website to generate an Agent Readiness Report based on the ASO framework, evaluating agent discoverability, trust, interoperability, and commerce readiness.

  Last updated 2026-06-17

  14

  5

  MIT

• Agent Ready

  mlava

  A

  license

  A

  quality

  A

  maintenance

  Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.

  Last updated 2026-06-19

  4

  35

  1

  MIT
• 

  CoinRithm/coinrithm-agentofficial

  CoinRithm

  A

  license

  A

  quality

  B

  maintenance

  Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a user-minted API key. Simulated funds only; includes 21 MCP tools and Agent Arena performance tracking.

  Last updated 2026-06-22

  12

  26

  1

  MIT

• djd-agent-score-mcp

  jacobsd32-cpu

  A

  license

  A

  quality

  C

  maintenance

  Reputation scoring for AI agent wallets on Base. 9 tools for trust scores, fraud checks, blacklist lookups, leaderboard, badge generation, and agent registration with x402 payment verification.

  Last updated 2026-03-06

  9

  19

  MIT

• mcp-google-agent-platform-docs

  OpenGerwin

  A

  license

  A

  quality

  A

  maintenance

  About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

  Last updated 2026-05-03

  4

  1

  MIT

• agent-droid-bridge

  Neverlow512

  A

  license

  A

  quality

  A

  maintenance

  Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.

  Last updated 2026-06-16

  11

  16

  MIT

• agent-cost-mcp

  vanthienha199

  A

  license

  A

  quality

  D

  maintenance

  Tracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.

  Last updated 2026-03-27

  6

  1

  MIT

• ZeroTrusted-ai PII Detection

  www-zerotrusted-ai

  A

  license

  A

  quality

  D

  maintenance

  ZeroTrusted-ai PII Detection Agent

  Last updated 2025-11-05

  1

  Apache 2.0

• agent-validator-mcp-server

  AiAgentKarl

  A

  license

  A

  quality

  C

  maintenance

  Enables testing and validation of APIs for AI agent compatibility, providing scores, grades, and actionable recommendations.

  Last updated 2026-04-03

  3

  MIT

• circle-agent-stack-mcp

  kinance

  A

  license

  A

  quality

  A

  maintenance

  MCP server for Circle's Agent Stack. Create wallets, set spend policies, send USDC, and pay x402-priced endpoints — all from a tool call.

  Last updated 2026-06-04

  6

  20

  MIT
• 

  Agent Blueprintofficial

  agent-blueprint

  A

  license

  A

  quality

  B

  maintenance

  CLI and MCP server for AI agent strategy and deployment. Read blueprints, business cases, implementation plans, and specs from your coding agent. 18 tools for listing, retrieving, downloading, and updating blueprints. Exports full implementation specs as Agent Skills directories.

  Last updated 2026-06-13

  23

  309

  1

  MIT

• thebuyside-x402-agent

  jaysperspective

  A

  license

  A

  quality

  A

  maintenance

  The MCP gateway that lets any AI agent discover and pay metered APIs on Base or Solana — without the user wiring payments themselves.

  Last updated 2026-06-07

  3

  16

  1

  Apache 2.0

• agent-link-mcp

  mikusnuz

  A

  license

  A

  quality

  C

  maintenance

  MCP server for bidirectional AI agent collaboration — 5 tools for spawning and communicating with any agent CLI

  Last updated 2026-03-24

  6

  31

  6

  MIT

• Your Echo Agent

  Browncabinet

  A

  license

  A

  quality

  B

  maintenance

  Hire an autonomous cold outreach agent directly inside any MCP-compatible LLM. Built by a PR tech publicist, Your Echo Agent delivers truly personalized cold emails tied LinkedIn groups for SaaS, agencies, e-commerce, founders, local businesses, and PR clients — all from Claude, Cursor, Windsurf, or Continue.

  Last updated 2026-06-21

  6

  21

  MIT

• agent-coordination-mcp-server

  AiAgentKarl

  A

  license

  A

  quality

  C

  maintenance

  Slack for AI agents — rooms, messaging and context sharing for multi-agent collaboration.

  Last updated 2026-04-03

  6

  MIT

• mcp-agent-proxy

  mashh-lab

  A

  license

  A

  quality

  F

  maintenance

  An MCP server that acts as a proxy to connect MCP clients to agent frameworks like Mastra and LangGraph, enabling agent discovery, dynamic server connections, and recursive agent networks.

  Last updated 2025-06-05

  5

  36

  10

  MIT

• Claude Code MCP - Agent

  Nexus-Digital-Automations

  A

  license

  A

  quality

  D

  maintenance

  Orchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.

  Last updated 2025-06-27

  7

  1

  MIT

• Agent Directory MCP Server

  AiAgentKarl

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to discover, register, and rate services in a decentralized agent-to-agent directory.

  Last updated 2026-04-03

  7

  MIT