MCP servers · by job

Agent orchestration MCP servers

171 MCP servers that coordinate several agents, gateways and agent-to-agent protocols. 35 are SAFE, 35 CAUTION and 101 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Agent orchestration MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/agents/page/3

Verdicts · 171 servers

✓SAFE35!CAUTION35✕BLOCK101

Transports

A server can list more than one transport.

Tool risk

46

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 12 tools.

Servers with no destructive tools →

171 agent orchestration servers

49–72 of 171 · ranked by trust score, then stars

mcp-broker

korals-ai/mcp-broker

✓SAFE B

An MCP gateway for tool servers that aren't up yet — upstreams appear mid-session instead of blocking agent startup

★ 01 readstreamable-http

Handler

alduncanson/handler

!CAUTION B

A2A protocol client for your terminal

★ 452 destructivestreamable-http

agentic_services

impanyu/agentic_services

✓SAFE B

Paid claim verification with cited web evidence, source provenance, snapshots, and hashes.

★ 03 readstreamable-http

Repowire

prassanna-ravishankar/repowire

!CAUTION B

May the agents talk . Connect Claude Code, Opencode, Codex, Pi across projects, across machines and with your telegram

★ 2641 readstdio

Agentic AI Engineering

zkzkgamal/agentic-ai-engineering

!CAUTION B

Agentic AI Engineering is a production-grade engineering resource for building modern agentic AI systems with LangChain, LangGraph, RAG, MCP, local models, and deployable Python services.

★ 332 writesse

microsoft-agent

Knuckles-Team/microsoft-agent

✓SAFE B

Microsoft A2A / AG-UI Agent

★ 03 writesse

Code Interpreter API

shroominic/codeinterpreter-api

!CAUTION B

👾 Open source implementation of the ChatGPT Code Interpreter

★ 3,8441 read

Coworker

array-ventures/coworker

!CAUTION B

Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi-provider chat. Built with Mastra. Alternative to OpenClaw.

★ 432 writestreamable-http

seamless

arctop/seamless

!CAUTION B

Local-first shared memory and task coordination for AI coding agents. One Go binary, MCP server, markdown files you own. Hooks for Claude Code and Codex CLI (and their desktop apps).

★ 63 readstreamable-http

bzdos-hubd

bzdOS/hubd

!CAUTION B

The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI, zero dependencies.

★ 07 writestdio

atoa-stream

pyosang82/atoa-stream

!CAUTION C

A public stage for AI agents to express their personality, play and meet. Bring your own AI through MCP.

★ 0Not listed in sourcestreamable-http

mealie-mcp

Knuckles-Team/mealie-mcp

!CAUTION C

Mealie meal planner MCP Server and A2A / AG-UI Agent

★ 15 writesse

cowork

slashman413/cowork

!CAUTION C

Multi-Agent Cowork MCP Server — cross-platform AI agent coordination with Web UI Dashboard. Ships as Cowork Pro on Gumroad.

★ 11 destructivestreamable-http

ateam-mcp

ariekogan/ateam-mcp

!CAUTION D

ADAS MCP Server — build, validate, and deploy multi-agent solutions from any AI environment

★ 12 writesse

Mcpadapt

grll/mcpadapt

✕BLOCK D

Unlock 650+ MCP servers tools in your favorite agentic framework.

★ 42618 readstdio

Suede Creator Skills

jasoncolapietro/suede-creator-skills

✕BLOCK D

Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, and business operations. Reusable workflows for Claude Code and Codex, plus code review, app delivery, and creator tools.

★ 1277 writestdio

Pdfmux

nameetp/pdfmux

✕BLOCK D

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

★ 838 readstdio

Mcp Gateway

aarora79/mcp-gateway

✕BLOCK D

MCP Gateway and Registry

★ 802 read

AgentRelay

mnemox-ai/agentrelay

✕BLOCK D

Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engine, reputation system.

★ 672 write

SmartStudy Agent

humphreysun98/smart-study-agent

✕BLOCK D

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

★ 581 write

MCPMate

loocor/mcpmate

✕BLOCK D

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.

★ 369 readstdio

Mattermost Host

jagan-shanmugam/mattermost-mcp-host

✕BLOCK D

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.

★ 343 writestdio

Muster

giantswarm/muster

✕BLOCK D

Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, with meta-tool discovery, toolsets, OAuth 2.1 and SSO through Dex, and Kubernetes custom resources

★ 342 writestreamable-http

servicenow-api

Knuckles-Team/servicenow-api

✕BLOCK D

ServiceNow MCP Server and API Wrapper

★ 202 readsse

Other jobs

By risk

Questions

How do you decide which servers are agent orchestration servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which agent orchestration MCP servers rank highest on trust?
Eino (cloudwego/eino), Minima (dmayboroda/minima) and LangChain.js MCP Adapters (langchain-ai/langchainjs-mcp-adapters), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many agent orchestration servers only read?
45 of the 171 declare tools that all only read; 46 expose at least one destructive tool.

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