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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/automation

Automation

Workflow and task automation, orchestration.

1.8k records662 liveRefine in search →
Workflow AutomationAgent OrchestrationScheduling & Cron
openclaw-upgrade-orchestrator-mcpMCP serverMCP
by temurkhan13
Unknown

AI runtime upgrade safety + provider-side regression detection (snapshot diff + fingerprint).

Agent Orchestration~83%CI/CD & Deploy~71%
pypi:openclaw-upgrade-orchestrator-mcp · local packagepublished 6 mo ago
ohwise-mcpMCP serverMCP
Unknown

MCP server exposing graph-native code context, document retrieval, schema ranking, document store, cache, and agent pipeline tools.

Knowledge GraphsAgent OrchestrationVector SearchVersion Control~83%
pypi:ohwise-mcp · local packagepublished 5 mo ago
Novyx MCPMCP serverMCP
by novyxlabs
Unknown

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Agent MemoryAgent Orchestration
pypi:novyx-mcp · local packagepublished 4 mo ago
nodus-mcp-serverMCP serverMCP
Unknown

MCP server powered by the Nodus orchestration runtime

Agent Memory~100%Agent OrchestrationCode Execution~86%Packages & Dependencies~77%
pypi:nodus-mcp-server · local packagepublished 1 mo ago
nexus-sphere-mcpMCP serverMCP
by Nexus Sphere
Unknown

Nexus Sphere AI Meeting for coding agents: a multi-AI second opinion inside Claude Code, Codex and Cursor (MCP server + CLI).

Code Review~100%Agent OrchestrationVersion Control~75%
pypi:nexus-sphere-mcp · local packagepublished 1 mo ago
nexus-mcpMCP serverMCP
by j7an
Unknown

Delegate tasks to coding agents (Claude, Codex, Antigravity) from any MCP client

Agent Orchestration
pypi:nexus-mcp · local packagepublished 5 d ago
n8n-mcp-serverMCP serverMCP
by n8n MCP Server Contributors
Unknown

MCP server for n8n workflow automation

Workflow Automation
pypi:n8n-mcp-server · local packagepublished 16 mo ago
n8n-chatbot-mcpMCP serverMCP
by mytsx
Unknown

Generic n8n Chat Trigger MCP server - any n8n chatbot as an MCP tool

NotificationsWorkflow Automation
pypi:n8n-chatbot-mcp · local packagepublished 2 mo ago
Multi-MCPMCP serverMCP
by religa
Unknown

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

Code Review~100%Agent OrchestrationCode Generation~75%
pypi:multi-mcp · local packagepublished 10 mo ago
mseep-mcp-task-orchestratorMCP serverMCP
by mseep
Unknown

A Model Context Protocol server for task orchestration

Agent Orchestration~83%
pypi:mseep-mcp-task-orchestrator · local packagepublished 16 mo ago
mseep-mcp-agent-mailMCP serverMCP
Unknown

Coordinated multi-agent messaging and coordination MCP server.

Agent Orchestration~91%
pypi:mseep-mcp-agent-mail · local packagepublished 11 mo ago
mpac-mcpMCP serverMCP
Unknown

MCP bridge for MPAC: coordinate coding agents working on the same repository

Agent OrchestrationVersion Control~83%Packages & Dependencies~77%
pypi:mpac-mcp · local packagepublished 6 mo ago
morpheus-mcpMCP serverMCP
Unknown

Plan state management and phase gate enforcement for AI dev loops via MCP

Agent Orchestration
pypi:morpheus-mcp · local packagepublished 6 mo ago
Montycat MCP - Shared Memory for AI AgentsMCP serverMCP
by MontyGovernance
Unknown

Shared, persistent memory for AI agents, with semantic recall and live updates.

Vector SearchAgent Memory~100%Agent Orchestration~73%Databases~68%
oci:docker.io/montygovernance/montycat-mcp:1.1.0 · local packagepublished 25 d ago
modexia-mcpMCP serverMCP
Unknown

Official Modexia AgentPay MCP Server

Agent Orchestration~83%Payments~79%
pypi:modexia-mcp · local packagepublished 4 mo ago
miroshark-mcpMCP serverMCP
by aaronjmars
Unknown

Official name for the MiroShark MCP server. See the repo.

Agent Orchestration~62%
pypi:miroshark-mcp · local packagepublished 4 mo ago
mindsync-mcpMCP serverMCP
by Aditya Arya, MindSync Contributors
Unknown

MindSync MCP server — local-first multi-agent memory sync and focus conflict detection

Agent MemoryAgent OrchestrationVersion Control~75%CI/CD & Deploy~69%
pypi:mindsync-mcp · local packagepublished 3 mo ago
mighty-mouse-mcpMCP serverMCP
Unknown

MCP transport for Mighty Mouse project verification and coding protocols

Desktop Control~100%Agent Orchestration~83%Version Control~79%
pypi:mighty-mouse-mcp · local packagepublished 2 mo ago
memoflow-mcpMCP serverMCP
Unknown

Durable MCP tool adapter for the MemoFlow Python SDK

Workflow Automation
pypi:memoflow-mcp · local packagepublished 4 mo ago
meeting-scheduler-mcpMCP serverMCP
by Shathish Ravindran
Unknown

MCP server for cross-organisation meeting scheduling via Google and Microsoft calendars

EmailCalendar & SchedulingIdentity & Access~100%Scheduling & Cron~100%Cloud Platforms~84%
pypi:meeting-scheduler-mcp · local packagepublished 6 mo ago
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Machine query
GET /api/v1/search?capability=automation&status=live
Aliases

automation, workflow, orchestration