org.abcommunity/abcommunity

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "abcommunity": {
      "url": "https://mcp.abcommunity.org/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (13)

• search_resources read-only

  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.

  Parameters:

  • limit — integer
  • query — string — Free-text search query
  • pricing — string — free | freemium | paid
  • official — boolean
  • platform — string — Supported client, e.g. claude, claude-code, cursor, vscode
  • verified — boolean
  • deployment — string
  • open_source — boolean
  • capabilities — array — Capability keys, e.g. ['email.read','project.task.create']
  • resource_type — string — e.g. mcp, tool, skill, api, library, framework

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• find_mcp_for_task read-only

  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.'

  Parameters:

  • task (required) — string — Natural-language description of the goal
  • platform — string — Target client, e.g. claude-code
  • pricing_preference — string
  • security_preference — string
  • deployment_preference — string
  • open_source_preference — boolean

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• recommend_stack read-only

  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.

  Parameters:

  • task (required) — string — The workflow to accomplish
  • platform — string
  • pricing_preference — string
  • deployment_preference — string
  • open_source_preference — boolean

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• get_resource read-only

  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.

  Parameters:

  • slug — string
  • resource_id — integer

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• compare_mcps read-only

  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.

  Parameters:

  • refs (required) — array — Slugs or ids to compare

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• get_installation read-only

  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.

  Parameters:

  • resource (required) — string — Slug or id of the resource
  • client — string — Target client for a client-specific method

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• analyze_project read-only

  Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.

  Parameters:

  • goals — array
  • repo_url — string
  • constraints — array
  • repo_snapshot — object
  • preferred_stack — array
  • target_platforms — array
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• plan_project_sprints read-only

  Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.

  Parameters:

  • team_size — number
  • time_horizon — string
  • sprint_length — string
  • delivery_style — string
  • project_context — object
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• map_resources_to_project read-only

  Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.

  Parameters:

  • limit — integer
  • focus_area — string
  • project_context — object
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• recommend_resources_for_sprint read-only

  Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.

  Parameters:

  • limit — integer
  • sprint_id — string
  • focus_area — string
  • project_context — object
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• generate_agent_blueprint read-only

  Create role-specific agent instructions for a project sprint or area.

  Parameters:

  • role — string
  • sprint — string
  • resources — array
  • project_context — object
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• generate_config_bundle read-only

  Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.

  Parameters:

  • client — string
  • project_context — object
  • selected_resources — array
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• get_next_project_action read-only

  Return the next most useful action for a project based on its sprint roadmap and current state.

  Parameters:

  • state — object
  • project_context — object
  • project_description — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

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