Servers Playground How we check Add a server Log in

Abcommunity

Working · 2.3 s

org.abcommunity/abcommunityv1.0.0 Domain verified

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

AI & Agents

Source Website Registry entry

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://mcp.abcommunity.org/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

analyze_project Read-only

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

goalsarray

repo_urlstring

constraintsarray

repo_snapshotobject

preferred_stackarray

target_platformsarray

project_descriptionstring

Abcommunity MCP server | mcptry

Tools (13)

analyze_project

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

read-only

Argument	Type	Description
goals	array
repo_url	string
constraints	array
repo_snapshot	object
preferred_stack	array
target_platforms	array
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "goals": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "repo_url": {
      "type": "string"
    },
    "constraints": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "repo_snapshot": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "preferred_stack": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "target_platforms": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

compare_mcps

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.

read-only

Argument	Type	Description
refs*	array	Slugs or ids to compare

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "refs"
  ],
  "properties": {
    "refs": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 5,
      "minItems": 2,
      "description": "Slugs or ids to compare"
    }
  },
  "additionalProperties": false
}

find_mcp_for_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.'

read-only

Argument	Type	Description
task*	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

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "minLength": 3,
      "description": "Natural-language description of the goal"
    },
    "platform": {
      "type": "string",
      "description": "Target client, e.g. claude-code"
    },
    "pricing_preference": {
      "type": "string"
    },
    "security_preference": {
      "type": "string"
    },
    "deployment_preference": {
      "enum": [
        "remote",
        "local"
      ],
      "type": "string"
    },
    "open_source_preference": {
      "type": "boolean"
    }
  },
  "additionalProperties": false
}

generate_agent_blueprint

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

read-only

Argument	Type	Description
role	string
sprint	string
resources	array
project_context	object
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "role": {
      "type": "string"
    },
    "sprint": {
      "type": "string"
    },
    "resources": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

generate_config_bundle

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

read-only

Argument	Type	Description
client	string
project_context	object
selected_resources	array
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "client": {
      "enum": [
        "codex",
        "claude",
        "cursor",
        "vscode",
        "generic"
      ],
      "type": "string"
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "selected_resources": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

get_installation

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.

read-only

Argument	Type	Description
client	string	Target client for a client-specific method
resource*	string	Slug or id of the resource

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "resource"
  ],
  "properties": {
    "client": {
      "type": "string",
      "description": "Target client for a client-specific method"
    },
    "resource": {
      "type": "string",
      "description": "Slug or id of the resource"
    }
  },
  "additionalProperties": false
}

get_next_project_action

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

read-only

Argument	Type	Description
state	object
project_context	object
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "state": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

get_resource

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.

read-only

Argument	Type	Description
slug	string
resource_id	integer

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "slug": {
      "type": "string"
    },
    "resource_id": {
      "type": "integer"
    }
  },
  "additionalProperties": false
}

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.

read-only

Argument	Type	Description
limit	integer
focus_area	string
project_context	object
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1
    },
    "focus_area": {
      "type": "string"
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

plan_project_sprints

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

read-only

Argument	Type	Description
team_size	number
time_horizon	string
sprint_length	string
delivery_style	string
project_context	object
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "team_size": {
      "type": "number"
    },
    "time_horizon": {
      "type": "string"
    },
    "sprint_length": {
      "type": "string"
    },
    "delivery_style": {
      "type": "string"
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

recommend_resources_for_sprint

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

read-only

Argument	Type	Description
limit	integer
sprint_id	string
focus_area	string
project_context	object
project_description	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1
    },
    "sprint_id": {
      "type": "string"
    },
    "focus_area": {
      "type": "string"
    },
    "project_context": {
      "type": "object",
      "properties": {},
      "additionalProperties": true
    },
    "project_description": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

recommend_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 not pad the stack with unnecessary MCPs and reports any capabilities left uncovered.

read-only

Argument	Type	Description
task*	string	The workflow to accomplish
platform	string
pricing_preference	string
deployment_preference	string
open_source_preference	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "minLength": 3,
      "description": "The workflow to accomplish"
    },
    "platform": {
      "type": "string"
    },
    "pricing_preference": {
      "type": "string"
    },
    "deployment_preference": {
      "enum": [
        "remote",
        "local"
      ],
      "type": "string"
    },
    "open_source_preference": {
      "type": "boolean"
    }
  },
  "additionalProperties": false
}

search_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.

read-only

Argument	Type	Description
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']