MCP Radar
MCP Server

abcommunity

org.abcommunity/abcommunity
MCP & Agent Infrastructure Search & Research Public & reachable MCP 2025-11-25

What this MCP does

Searches and compares a large catalog of MCP servers, tools, APIs, skills, and related resources, with installation and workflow recommendations.

Capabilities

Tools

13 tools
analyze_project
Analyze a project
Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.
Read only
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'goals': {'type': 'array', 'items': {'type': 'string'}}, 'repo_url': {'type': 'string'}, 'constraints': {'type': 'array', 'items': {'type': 'string'}}, 'repo_snapshot': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'preferred_stack': {'type': 'array', 'items': {'type': 'string'}}, 'target_platforms': {'type': 'array', 'items': {'type': 'string'}}, 'project_description': {'type': 'string'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
compare_mcps
Compare MCPs
Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
Read only Open world
Input schema 
{'type': 'object', '$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}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resources', 'capabilityMatrix', 'notFound'], 'properties': {'notFound': {'type': 'array', 'items': {'type': 'string'}}, 'resources': {'type': 'array', 'items': {'type': 'object', 'properties': {}, 'additionalProperties': True}}, 'capabilityMatrix': {'type': 'array', 'items': {'$ref': '#/properties/resources/items'}}}, 'additionalProperties': False}
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.'
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['task'], 'properties': {'task': {'type': 'string', 'minLength': 3, 'description': 'Natural-language description of the goal'}, 'platform': {'type': 'string', 'description': 'Target client, e.g. claude-code'}, 'pricing_preference': {'type': 'string'}, 'security_preference': {'type': 'string'}, 'deployment_preference': {'enum': ['remote', 'local'], 'type': 'string'}, 'open_source_preference': {'type': 'boolean'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'note': {'type': 'string'}, 'intent': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommended': {'type': 'array', 'items': {'$ref': '#/properties/intent'}}, 'alternatives': {'type': 'array', 'items': {'$ref': '#/properties/intent'}}, 'reasoningSummary': {'type': 'string'}, 'reasoningSummaryEn': {'type': 'string'}}, 'additionalProperties': False}
generate_agent_blueprint
Generate project agent blueprint
Create role-specific agent instructions for a project sprint or area.
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'role': {'type': 'string'}, 'sprint': {'type': 'string'}, 'resources': {'type': 'array', 'items': {'type': 'string'}}, 'project_context': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'project_description': {'type': 'string'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
generate_config_bundle
Generate project config bundle
Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
Read only Open world
Input schema 
{'type': 'object', '$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}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
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.
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['resource'], 'properties': {'client': {'type': 'string', 'description': 'Target client for a client-specific method'}, 'resource': {'type': 'string', 'description': 'Slug or id of the resource'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'found': {'type': 'boolean'}, 'methods': {'type': 'array', 'items': {'type': 'object', 'properties': {}, 'additionalProperties': True}}}, 'additionalProperties': False}
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.
Read only
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'state': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'project_context': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'project_description': {'type': 'string'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
get_resource
Get full resource metadata
Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'slug': {'type': 'string'}, 'resource_id': {'type': 'integer'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'id': {'type': 'number'}, 'slug': {'type': 'string'}, 'identity': {'type': 'object', 'properties': {}, 'additionalProperties': True}}, 'additionalProperties': False}
map_resources_to_project
Map resources to a project
Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.
Read only Open world
Input schema 
{'type': 'object', '$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}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
plan_project_sprints
Plan project sprints
Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
Read only
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'team_size': {'type': 'number'}, 'time_horizon': {'type': 'string'}, 'sprint_length': {'type': 'string'}, 'delivery_style': {'type': 'string'}, 'project_context': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'project_description': {'type': 'string'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
recommend_resources_for_sprint
Recommend resources for a sprint
Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
Read only Open world
Input schema 
{'type': 'object', '$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}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'client': {'type': 'string'}, 'sprints': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'agentName': {'type': 'string'}, 'mcpConfig': {'$ref': '#/properties/projectUnderstanding'}, 'nextAction': {'$ref': '#/properties/projectUnderstanding'}, 'resourceMap': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'envChecklist': {'type': 'array', 'items': {'type': 'string'}}, 'projectBrief': {'$ref': '#/properties/projectUnderstanding'}, 'highlyRelevantNow': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}, 'projectUnderstanding': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'recommendedResources': {'type': 'array', 'items': {'$ref': '#/properties/projectUnderstanding'}}}, 'additionalProperties': False}
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.
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['task'], 'properties': {'task': {'type': 'string', 'minLength': 3, 'description': 'The workflow to accomplish'}, 'platform': {'type': 'string'}, 'pricing_preference': {'type': 'string'}, 'deployment_preference': {'enum': ['remote', 'local'], 'type': 'string'}, 'open_source_preference': {'type': 'boolean'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'intent': {'type': 'object', 'properties': {}, 'additionalProperties': True}, 'optional': {'type': 'array', 'items': {'$ref': '#/properties/intent'}}, 'required': {'type': 'array', 'items': {'$ref': '#/properties/intent'}}, 'workflow': {'type': 'array', 'items': {'$ref': '#/properties/intent'}}, 'reasoningSummary': {'type': 'string'}, 'requiredCapabilities': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
search_resources
Search ABCommunity resources
Search ABCommunity's catalog of 12,000+ AI resources (MCP servers, tools, skills, APIs, libraries, frameworks). Filter by capabilities, resource type, supported client/platform, pricing, deployment (remote/local), open-source and verified status. Returns ranked resources with human-readable match quality and source links.
Read only Open world
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1}, 'query': {'type': 'string', 'description': 'Free-text search query'}, 'pricing': {'type': 'string', 'description': 'free | freemium | paid'}, 'official': {'type': 'boolean'}, 'platform': {'type': 'string', 'description': 'Supported client, e.g. claude, claude-code, cursor, vscode'}, 'verified': {'type': 'boolean'}, 'deployment': {'enum': ['remote', 'local'], 'type': 'string'}, 'open_source': {'type': 'boolean'}, 'capabilities': {'type': 'array', 'items': {'type': 'string'}, 'description': "Capability keys, e.g. ['email.read','project.task.create']"}, 'resource_type': {'type': 'string', 'description': 'e.g. mcp, tool, skill, api, library, framework'}}, 'additionalProperties': False}
Output schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'count': {'type': 'number'}, 'results': {'type': 'array', 'items': {'type': 'object', 'properties': {}, 'additionalProperties': True}}}, 'additionalProperties': False}
History

Recent tool changes

Added
get_next_project_action
Sept. 27, 2026, 2:40 a.m.
Added
generate_config_bundle
Sept. 27, 2026, 2:40 a.m.
Added
generate_agent_blueprint
Sept. 27, 2026, 2:40 a.m.
Added
recommend_resources_for_sprint
Sept. 27, 2026, 2:40 a.m.
Added
map_resources_to_project
Sept. 27, 2026, 2:40 a.m.
Added
plan_project_sprints
Sept. 27, 2026, 2:40 a.m.
Added
analyze_project
Sept. 27, 2026, 2:40 a.m.
Added
get_installation
Sept. 27, 2026, 2:40 a.m.
Added
compare_mcps
Sept. 27, 2026, 2:40 a.m.
Added
get_resource
Sept. 27, 2026, 2:40 a.m.
Added
recommend_stack
Sept. 27, 2026, 2:40 a.m.
Added
find_mcp_for_task
Sept. 27, 2026, 2:40 a.m.
Added
search_resources
Sept. 27, 2026, 2:40 a.m.
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