abcommunity
Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.
Sollte ich dies verwenden
Qualität und Sicherheit
A
Befunde (3)
- LOWTool 'get_resource' description lacks action verbin get_resource
- LOWTool 'map_resources_to_project' description lacks action verbin map_resources_to_project
- LOWTool 'recommend_resources_for_sprint' description lacks action verbin recommend_resources_for_sprint
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
~3,964Tokens (Tool-Definitionen)
~3.0 KBTypische Antwortgröße
Erhebliche Auswirkung auf die Aufmerksamkeit (3.10% von 128k Kontext)
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"abcommunity": {
"url": "https://mcp.abcommunity.org/mcp"
}
}
}Remote-Endpunkte
https://mcp.abcommunity.org/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (13)
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🟢search_resources(query, resource_type, capabilities, platform, pricing, ...)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Free-text search query"
},
"resource_type": {
"type": "string",
"description": "e.g. mcp, tool, skill, api, library, framework"
},
"capabilities": {
"type": "array",
"items": {
"type": "string"
},
"description": "Capability keys, e.g. ['email.read','project.task.create']"
},
"platform": {
"type": "string",
"description": "Supported client, e.g. claude, claude-code, cursor, vscode"
},
"pricing": {
"type": "string",
"description": "free | freemium | paid"
},
"deployment": {
"type": "string",
"enum": [
"remote",
"local"
]
},
"open_source": {
"type": "boolean"
},
"verified": {
"type": "boolean"
},
"official": {
"type": "boolean"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"count": {
"type": "number"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢find_mcp_for_task(task, platform, deployment_preference, pricing_preference, open_source_preference, ...)
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.'
Eingabe-Schema
{
"type": "object",
"properties": {
"task": {
"type": "string",
"minLength": 3,
"description": "Natural-language description of the goal"
},
"platform": {
"type": "string",
"description": "Target client, e.g. claude-code"
},
"deployment_preference": {
"type": "string",
"enum": [
"remote",
"local"
]
},
"pricing_preference": {
"type": "string"
},
"open_source_preference": {
"type": "boolean"
},
"security_preference": {
"type": "string"
}
},
"required": [
"task"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"recommended": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"alternatives": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"reasoningSummary": {
"type": "string"
},
"reasoningSummaryEn": {
"type": "string"
},
"note": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢recommend_stack(task, platform, deployment_preference, pricing_preference, open_source_preference)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"task": {
"type": "string",
"minLength": 3,
"description": "The workflow to accomplish"
},
"platform": {
"type": "string"
},
"deployment_preference": {
"type": "string",
"enum": [
"remote",
"local"
]
},
"pricing_preference": {
"type": "string"
},
"open_source_preference": {
"type": "boolean"
}
},
"required": [
"task"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"requiredCapabilities": {
"type": "array",
"items": {
"type": "string"
}
},
"required": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"optional": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"workflow": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"reasoningSummary": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_resource(slug, resource_id)
Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
Eingabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"resource_id": {
"type": "integer"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"id": {
"type": "number"
},
"slug": {
"type": "string"
},
"identity": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢compare_mcps(refs)
Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
Eingabe-Schema
{
"type": "object",
"properties": {
"refs": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 2,
"maxItems": 5,
"description": "Slugs or ids to compare"
}
},
"required": [
"refs"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"resources": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"capabilityMatrix": {
"type": "array",
"items": {
"$ref": "#/properties/resources/items"
}
},
"notFound": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"resources",
"capabilityMatrix",
"notFound"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_installation(resource, client)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"resource": {
"type": "string",
"description": "Slug or id of the resource"
},
"client": {
"type": "string",
"description": "Target client for a client-specific method"
}
},
"required": [
"resource"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"name": {
"type": "string"
},
"found": {
"type": "boolean"
},
"methods": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢analyze_project(project_description, repo_url, repo_snapshot, goals, constraints, ...)
Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_description": {
"type": "string"
},
"repo_url": {
"type": "string"
},
"repo_snapshot": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"goals": {
"type": "array",
"items": {
"type": "string"
}
},
"constraints": {
"type": "array",
"items": {
"type": "string"
}
},
"target_platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"preferred_stack": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢plan_project_sprints(project_context, project_description, time_horizon, team_size, sprint_length, ...)
Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"time_horizon": {
"type": "string"
},
"team_size": {
"type": "number"
},
"sprint_length": {
"type": "string"
},
"delivery_style": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢map_resources_to_project(project_context, project_description, focus_area, limit)
Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"focus_area": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢recommend_resources_for_sprint(project_context, project_description, sprint_id, focus_area, limit)
Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"sprint_id": {
"type": "string"
},
"focus_area": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢generate_agent_blueprint(project_context, project_description, role, sprint, resources)
Create role-specific agent instructions for a project sprint or area.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"role": {
"type": "string"
},
"sprint": {
"type": "string"
},
"resources": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢generate_config_bundle(project_context, project_description, selected_resources, client)
Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"selected_resources": {
"type": "array",
"items": {
"type": "string"
}
},
"client": {
"type": "string",
"enum": [
"codex",
"claude",
"cursor",
"vscode",
"generic"
]
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_next_project_action(project_context, project_description, state)
Return the next most useful action for a project based on its sprint roadmap and current state.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"state": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Ausgabe-Schema
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$ref": "#/properties/projectUnderstanding"
},
"sprints": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"resourceMap": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"highlyRelevantNow": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"recommendedResources": {
"type": "array",
"items": {
"$ref": "#/properties/projectUnderstanding"
}
},
"nextAction": {
"$ref": "#/properties/projectUnderstanding"
},
"agentName": {
"type": "string"
},
"client": {
"type": "string"
},
"mcpConfig": {
"$ref": "#/properties/projectUnderstanding"
},
"envChecklist": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Community
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