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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 records665 liveRefine in search →
Workflow AutomationAgent OrchestrationScheduling & Cron
AgentHub - Lean MCP OrchestratorMCP serverMCP
by propstreet
Unknown

Enables coding agents to coordinate edits, reviews, and escalations without file locking conflicts

Agent Orchestration~83%
npm:@propstreet/agenthub · local package
YAML WorkflowMCP serverMCP
by orieg
Unknown

Expose declarative YAML-defined workflows as MCP tools over stdio

Agent OrchestrationReporting & DashboardsCI/CD & DeployWorkflow Automation~75%Scheduling & Cron~69%
pypi:yaml-workflow · local packagepublished 3 mo ago
jitapiMCP serverMCP
by nk3750
Unknown

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

API AccessAgent Orchestration
pypi:jitapi · local packagepublished 7 mo ago
octopus-blackboardMCP serverMCP
by octoryn
Unknown

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

Agent Orchestration~92%
npm:octopus-blackboard · local package
rebarMCP serverMCP
by navapbc
Unknown

Event-sourced ticket tracker + Jira reconciler, exposed as a Python library, CLI, and MCP server.

Project ManagementVersion ControlAgent Orchestration~75%
pypi:nava-rebar · local packagepublished 2 mo ago
ProcheironMCP serverMCP
by logotheusneuro-cpu
Unknown

Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.

Agent Memory~100%Agent Orchestration
pypi:procheiron · local packagepublished 3 mo ago
mcp-power-automateMCP serverMCP
by kaael1
Unknown

Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

Workflow Automation~100%
npm:@kaael1/mcp-power-automate · local package
evalview-mcpMCP serverMCP
by hidai25
Unknown

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

TestingCI/CD & Deploy~100%Model AccessAgent OrchestrationEvaluation & Benchmarks
pypi:evalview · local packagepublished 3 mo ago
mcp-sftp-orchestratorMCP serverMCP
by fkom13
Unknown

Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante.

Agent Orchestration~83%
npm:mcp-orchestrator-server · local package
misterdevMCP serverMCP
by dcondrey
Unknown

Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

Agent OrchestrationCode Generation~75%
pypi:misterdev · local packagepublished 3 mo ago
laserbrainMCP serverMCP
by degibug-del
Unknown

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

Agent Orchestration
pypi:laserbrain · local packagepublished 2 mo ago
dagpipeMCP serverMCP
by devilsfave
Unknown

Crash-proof LLM pipelines. Resumes from failure without a database.

CI/CD & DeployCRM & Sales~100%Agent OrchestrationKnowledge Graphs~62%
pypi:dagpipe-core · local packagepublished 8 mo ago
ChainWeaverMCP serverMCP
by dgenio
Unknown

Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

Agent Orchestration
pypi:chainweaver · local packagepublished 3 mo ago
nodeheroMCP serverMCP
by dinosaur24
Unknown

AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.

Workflow Automation~100%
npm:nodehero-mcp · local package
memwrightMCP serverMCP
by bolnet
Unknown

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

DatabasesAgent MemoryKnowledge GraphsAgent Orchestration
pypi:memwright · local packagepublished 7 mo ago
AttestorMCP serverMCP
by bolnet
Unknown

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases
pypi:attestor · local packagepublished 5 mo ago
metabrainMCP serverMCP
by ariaxhan
Unknown

MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

DatabasesAgent MemoryAgent Orchestration
pypi:metabrain · local packagepublished 2 mo ago
DOS — the trust substrate for agent fleetsMCP serverMCP
by anthony-chaudhary
Unknown

Verify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.

Agent OrchestrationScheduling & CronMonitoring & Observability~71%
pypi:dos-kernel · local packagepublished 4 mo ago
docker-wts-buildMCP serverMCP
by artemdruzhininad-star
Unknown

Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal timeouts

Cloud PlatformsScheduling & Cron~100%
pypi:docker-wts-build · local packagepublished 6 mo ago
agentmailkitMCP serverMCP
by ariaxhan
Unknown

Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.

EmailNews & FeedsScheduling & Cron
pypi:agentmailkit · local packagepublished 2 mo ago
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Aliases

automation, workflow, orchestration