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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
mlua-swarmMCP serverMCP
by ynishi
Unknown

MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

Agent Orchestration~100%
oci:ghcr.io/ynishi/mse:0.29.0 · local package
ForbizMCP serverMCP
by tbernabo
Unknown

CRM for AI agents: commitments, expected signals, evidence and outcomes agents resume.

Agent Orchestration~75%
npm:forbiz-mcp · local package
zoanthropeMCP serverMCP
by spuentesp
Unknown

Coordination relay for agent swarms: file claims, presence, postboard intentions, leases, audit.

Agent Orchestration~84%
npm:@spuentesp/zoanthrope · local package
Open Agent CommonsMCP serverMCP
by wd666430-rgb
Unknown

Public broadcast and durable shared memory for AI systems and agents using signed Events.

Agent MemoryAgent Orchestration
pypi:oac-reference-node · local packagepublished 17 d ago
Forge OrchestratorMCP serverMCP
by nxtg-ai
Unknown

Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.

Agent Orchestration~100%
no endpoint declared
ConnectWise AutomateMCP serverMCP
by WYRE-AI
Unknown

MCP server for ConnectWise Automate RMM — computers, clients, alerts, and scripts.

Workflow Automation~100%
oci:ghcr.io/wyre-ai/connectwise-automate-mcp:v1.8.4 · local package
Agent Coherence — Stale Write Guard (FS)MCP serverMCP
by Cohexa-ai
Unknown

Coherence guard for shared files: denies stale writes so agents don't silently overwrite each other.

Agent Orchestration
pypi:agent-coherence · local packagepublished 17 d ago
semahashMCP serverMCP
by emergent-wisdom
Unknown

Content-addressed semantics: fail-closed handshakes over 617 cognitive patterns.

Agent Orchestration
pypi:semahash · local packagepublished 20 d ago
agent-mailbox — Mailbox and Wake System for AI Agent TeamsMCP serverMCP
by polaris-smart
Unknown

Mailbox + wake system for AI agent teams: letters always land, right agent wakes, quiet otherwise.

Team Chat~100%Agent Orchestration
pypi:agent-mailbox · local packagepublished 21 d ago
PuenteoMCP serverMCP
by mano7onam
Unknown

Let coding agents talk: search every agent session's history and message live sessions.

Agent Orchestration
pypi:puenteo · local packagepublished 22 d ago
coupon-swarmMCP serverMCP
by Geo-Coder-17
Unknown

Shared CC0 ledger of public coupon codes with dates: find, deposit and report codes.

Agent Orchestration~69%
no endpoint declared
postbagMCP serverMCP
by parasxos
Unknown

Local Claude Code and Codex sessions on one machine exchange letters through native inputs.

Agent Orchestration
pypi:postbag · local packagepublished 27 d ago
MCP Task OrchestratorMCP serverMCP
by jpicklyk
Unknown

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

Agent Orchestration~83%
oci:ghcr.io/jpicklyk/task-orchestrator:3.13.1 · local package
multiai-relay-mcpMCP serverMCP
by Lasagnoa
Unknown

Claude and Codex collaborate via MCP — shared state, handoff, and session relay

Agent Orchestration
pypi:multiai-relay-mcp · local packagepublished 5 mo ago
leadgrow-n8n-cliMCP serverMCP
by leadgrow_ai
Unknown

Comprehensive n8n CLI + MCP server — 85 commands covering 100% of the n8n REST API, GitOps sync, Clay integration, and zero-trust webhooks

NotificationsWorkflow Automation
npm:leadgrow-n8n-cli · local package0/wkpublished 7 mo ago
agent-meshMCP serverMCP
by johnmwhitman
Unknown

Auditable multi-agent coordination: fleets, P2P messaging, witnessed receipts, quorum.

Agent Orchestration~91%
npm:meshfleet · local package
opchain — Claude Code dev-pipeline skillsMCP serverMCP
by opchain.dev
Unknown

opchain is a set of interconnected Claude Code / MCP skills that form a software-development pipeline: concept → spec → design → build → ship → operate. Each skill is a SKILL.md the model reads and follows. You invoke a skill by name; skills read each other's checkpoints when you chain them, so con…

CI/CD & Deploy~100%CRM & Sales~100%Agent Orchestration~100%Monitoring & Observability~55%Refactoring~54%
no endpoint declared
taskswarmMCP serverMCP
by RudrenduPaul
Unknown

Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

Agent OrchestrationNotificationsReporting & DashboardsCode Generation~75%
pypi:taskswarm-cli · local packagepublished 1 mo ago
swarm-rd-orchestratorMCP serverMCP
by RudrenduPaul
Unknown

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Agent Memory~100%Agent OrchestrationDatabasesDeep Web Research~75%
pypi:swarm-rd-orchestrator-cli · local packagepublished 1 mo ago
TheRealDalaiLama/glyphdna-mcpMCP serverMCP
by therealdalailama
Unknown

[![TheRealDalaiLama/glyphdna-mcp MCP server](https://glama.ai/mcp/servers/TheRealDalaiLama/glyphdna-mcp/badges/score.svg)](https://glama.ai/mcp/servers/TheRealDalaiLama/glyphdna-mcp) - Agent identity with self-held Ed25519 keys, verifiable multi-party meeting rooms with co-signed transcript recei…

Agent Orchestration~75%
no endpoint declared
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Aliases

automation, workflow, orchestration