Categories › AI & Agents › Multi-agent, orchestration & workflows
Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.
Remote server: your requests and data go to mcp.abcommunity.org. Claude Code: claude mcp add --transport http abcommunity https://mcp.abcommunity.org/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
search_resources — Search ABCommunity's catalog of 12,000+ AI resources (MCP servers, tools, skills, APIs, libraries, frameworks). Filter by capabilities, resofind_mcp_for_task — Describe in natural language what you want your AI to do. ABCommunity detects the required capabilities, searches the marketplace, and returrecommend_stack — For a multi-step workflow, recommend the set of MCPs needed, each one's role, the workflow order, and which are required vs optional. Does nget_resource — Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibilitycompare_mcps — Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source get_installation — Return the official installation method(s), config example, package info, transports, auth requirements and source references for a resourceanalyze_project — Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.plan_project_sprints — Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.map_resources_to_project — Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.recommend_resources_for_sprint — Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.generate_agent_blueprint — Create role-specific agent instructions for a project sprint or area.generate_config_bundle — Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.get_next_project_action — Return the next most useful action for a project based on its sprint roadmap and current state.Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.