A Python implementation of a state-based agent orchestration system using the Model Context Protocol (MCP).
Most developer tooling work still happens through a UI a human drives. MCP Agents Orchestra MCP server moves it into the conversation instead. A Python implementation of a state-based agent orchestration system using the Model Context Protocol (MCP).
The Model Context Protocol (MCP) allows applications to provide context for LLMs in a standardized way, separating the concerns of providing context from the actual LLM interaction. With MCP, you can build servers that expose:
Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.
The server publishes 1 tool. What each one is for:
Prerequisites — The Prerequisites tool exposed by this serverAmong the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. MCP Agents Orchestra's toolset — Prerequisites — is a fair guide to whether it matches your workflow. It is maintained by aviz85; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against MCP Agents Orchestra's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| Prerequisites | The Prerequisites tool exposed by this server. |
{
"mcpServers": {
"agent-orchestrator": {
"command": "python",
"args": [
"/ABSOLUTE/PATH/TO/YOUR/PROJECT/orchestrator.py"
]
}
}
}Configuration as documented by the project. Restart the client after saving.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.