search_resources
Search ABCommunity resources
Search ABCommunity's catalog of 12,000+ AI resources (MCP servers, tools, skills, APIs, libraries, frameworks). Filter by capabilities, resource type, supported client/platform, pricing, deployment (remote/local), open-source and verified status. Returns ranked resources with human-readable match quality and source links.
输入参数limitquerypricingofficialplatformverifieddeploymentopen_sourcecapabilitiesresource_type
find_mcp_for_task
Find the MCP(s) for a task
Describe in natural language what you want your AI to do. ABCommunity detects the required capabilities, searches the marketplace, and returns the recommended MCP(s) plus alternatives, with reasoning. Example: 'I want my AI to read Gmail and create Linear tasks.'
输入参数task必填platformpricing_preferencesecurity_preferencedeployment_preferenceopen_source_preference
recommend_stack
Recommend an MCP stack for a workflow
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 not pad the stack with unnecessary MCPs and reports any capabilities left uncovered.
输入参数task必填platformpricing_preferencedeployment_preferenceopen_source_preference
get_resource
Get full resource metadata
Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
输入参数slugresource_id
Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
输入参数refs必填
get_installation
Get installation instructions
Return the official installation method(s), config example, package info, transports, auth requirements and source references for a resource. Never fabricates commands — if nothing is recorded, it says so and points to the official docs.
输入参数clientresource必填
analyze_project
Analyze a project
Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.
输入参数goalsrepo_urlconstraintsrepo_snapshotpreferred_stacktarget_platformsproject_description
plan_project_sprints
Plan project sprints
Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
输入参数team_sizetime_horizonsprint_lengthdelivery_styleproject_contextproject_description
map_resources_to_project
Map resources to a project
Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.
输入参数limitfocus_areaproject_contextproject_description
recommend_resources_for_sprint
Recommend resources for a sprint
Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
输入参数limitsprint_idfocus_areaproject_contextproject_description
generate_agent_blueprint
Generate project agent blueprint
Create role-specific agent instructions for a project sprint or area.
输入参数rolesprintresourcesproject_contextproject_description
generate_config_bundle
Generate project config bundle
Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
输入参数clientproject_contextselected_resourcesproject_description
get_next_project_action
Get next project action
Return the next most useful action for a project based on its sprint roadmap and current state.
输入参数stateproject_contextproject_description
