We count page visits with Google Analytics to see which pages are read. Nothing is stored until you accept, and we never store search queries. Privacy.

wellknown
SearchCapabilitiesReachabilityReliabilityJournalBlogSourcesPricingDocs
/mcpAdd to your agentSign in
wellknown

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

Product
  • Search
  • Capabilities
  • Reachability
  • Reliability report
  • Journal
  • Blog
  • Sources & freshness
  • Network status
  • Pricing
  • Sponsor
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
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
forkflux-mcpMCP serverMCP
by forkflux
Unknown

Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams

Agent Orchestration~100%
pypi:forkflux-mcp · local packagepublished 3 mo ago
foo-mcpMCP serverMCP
by David Pletta
Unknown

MCP server for transparent FOO multiagent orchestration

Agent Orchestration
pypi:foo-mcp · local packagepublished 5 mo ago
flyte-mcpMCP serverMCP
Unknown

MCP server exposing Flyte V2 SDK knowledge (symbols, patterns, examples) to AI assistants.

Agent Orchestration
pypi:flyte-mcp · local packagepublished 7 mo ago
flikt-mcpMCP serverMCP
by Flikt.AI
Unknown

MCP server for Flikt.AI — browse plan-review results, ask questions, export RFIs, and start reviews from Claude

Code Review~100%Agent Orchestration
pypi:flikt-mcp · local packagepublished 5 mo ago
FleetpostMCP serverMCP
by StanimirTenev
Unknown

A mailbox for your machines: read fleet capabilities, send a request. Offline, no server.

Agent Orchestration
pypi:fleetpost-mcp · local packagepublished 2 mo ago
fcopMCP serverMCP
by joinwell52-AI
Unknown

FCoP Core adapter with 25 canonical tools and 6 read-only resources for durable agent work.

Agent Orchestration
pypi:fcop-mcp · local packagepublished 1 mo ago
fc-mcp-externalMCP serverMCP
by Larry Shen
Unknown

External MCP plugins (UUU/BCU, U-Boot) for the FC MCP server

Scheduling & Cron~85%CI/CD & Deploy~78%
pypi:fc-mcp-external · local packagepublished 2 mo ago
fastband-mcpMCP serverMCP
by Fastband Team
Unknown

Universal AI-powered development platform - AI-agnostic MCP server with adaptive tools, ticket management, and multi-agent coordination

Project ManagementAgent Orchestration~91%
pypi:fastband-mcp · local packagepublished 10 mo ago
facturama-mcpMCP serverMCP
Unknown

Servidor MCP para Facturama — facturación electrónica CFDI 4.0 en México

Workflow Automation~100%
pypi:facturama-mcp · local packagepublished 3 mo ago
ensemble-mcpMCP serverMCP
Unknown

MCP server providing vector memory, drift detection, model routing, skills discovery, session management, and codebase indexing for AI-assisted development pipelines.

Vector SearchAgent Memory~100%Agent OrchestrationFilesystem~88%
pypi:ensemble-mcp · local packagepublished 7 mo ago
engineering-boardMCP serverMCP
by GhostlyGawd
Unknown

Repository-owned engineering pattern intelligence - 19 MCP tools over stdio.

Agent OrchestrationProject Management
pypi:engineering-board-mcp · local packagepublished 2 mo ago
elsa-mcpMCP serverMCP
Unknown

MCP server for authoring Elsa Workflows 3 definitions against a live Elsa engine.

Workflow Automation
pypi:elsa-mcp · local packagepublished 6 mo ago
elimu-mcpMCP serverMCP
by gabrielmahia
Unknown

Kenya education guides: exams, HELB loans, TVET, literacy; template school list. Sample data.

Agent Orchestration~75%
pypi:elimu-mcp · local packagepublished 8 d ago
durable-mcpMCP serverMCP
Unknown

Durable Model Context Protocol (MCP) helpers for building resumable MCP servers on top of Reboot durable workflows.

Workflow AutomationFilesystem~80%
pypi:durable-mcp · local packagepublished 11 mo ago
defoneos-swarm-mcpMCP serverMCP
Unknown

DEFONEOS Swarm MCP — Mava multi-agent RL + PX4 drone swarm coordination for defence ISR

Agent Orchestration~100%Packages & Dependencies~77%
pypi:defoneos-swarm-mcp · local packagepublished 3 mo ago
deephaven-mcpMCP serverMCP
Unknown

Unified Python package providing Model Context Protocol (MCP) servers for Deephaven: orchestrate Community Core data workers and power Documentation Q&A with LLMs. Supports AI-driven data workflows and agentic documentation assistance in a single deployable package.

Code DocumentationDocumentation LookupAgent OrchestrationPackages & Dependencies~77%
pypi:deephaven-mcp · local packagepublished 1 mo ago
debate-hall-mcpMCP serverMCP
Unknown

Production-grade MCP server for Wind/Wall/Door multi-perspective debate orchestration

Agent OrchestrationCode Documentation~85%CI/CD & Deploy~78%Version Control~75%
pypi:debate-hall-mcp · local packagepublished 1 mo ago
dc-mcpMCP serverMCP
by DoControl
Unknown

MCP client for the DoControl MCP Server

Agent Orchestration~91%
pypi:dc-mcp · local packagepublished 3 mo ago
dagster-mcpMCP serverMCP
Unknown

MCP server that wraps the Dagster GraphQL API — manage runs, assets, schedules, sensors, and backfills from any MCP client

API AccessCI/CD & Deploy~100%CRM & Sales~100%Agent Orchestration
pypi:dagster-mcp · local packagepublished 1 mo ago
crow-task-mcpMCP serverMCP
Unknown

Orchestration tools for agent-to-agent communication via ACP protocol

Agent Orchestration~89%
pypi:crow-task-mcp · local packagepublished 3 mo ago
← Previouspage 79 of 91Next →
Machine query
GET /api/v1/search?capability=automation&status=live
Aliases

automation, workflow, orchestration