abcommunity
Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.
我該用這個嗎
品質與安全性
A
發現項目（3）
- LOWTool 'get_resource' description lacks action verb在 get_resource 中
- LOWTool 'map_resources_to_project' description lacks action verb在 map_resources_to_project 中
- LOWTool 'recommend_resources_for_sprint' description lacks action verb在 recommend_resources_for_sprint 中
根據工具定義與協定合規性的自動化分析。
上下文成本
~3,964Token（工具定義）
~3.0 KB典型回應大小
顯著的注意力影響（128k 上下文的 3.10%）
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"abcommunity": {
"url": "https://mcp.abcommunity.org/mcp"
}
}
}遠端端點
https://mcp.abcommunity.org/mcpstreamable-http它能做什麼
工具清單
工具（13）
🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"count": {
"type": "number"
}
},
"additionalProperties": false,
"$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.'
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"recommended": {
"type": "array",
"items": {
"$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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"requiredCapabilities": {
"type": "array",
"items": {
"type": "string"
}
},
"required": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"optional": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"workflow": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"reasoningSummary": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_resource(slug, resource_id)
Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
輸入結構描述
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"resource_id": {
"type": "integer"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"id": {
"type": "number"
},
"slug": {
"type": "string"
},
"identity": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢compare_mcps(refs)
Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
輸入結構描述
{
"type": "object",
"properties": {
"refs": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 2,
"maxItems": 5,
"description": "Slugs or ids to compare"
}
},
"required": [
"refs"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"name": {
"type": "string"
},
"found": {
"type": "boolean"
},
"methods": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
}
},
"additionalProperties": false,
"$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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢plan_project_sprints(project_context, project_description, time_horizon, team_size, sprint_length, ...)
Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
輸入結構描述
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"time_horizon": {
"type": "string"
},
"team_size": {
"type": "number"
},
"sprint_length": {
"type": "string"
},
"delivery_style": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢recommend_resources_for_sprint(project_context, project_description, sprint_id, focus_area, limit)
Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
輸入結構描述
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"sprint_id": {
"type": "string"
},
"focus_area": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"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.
輸入結構描述
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢generate_config_bundle(project_context, project_description, selected_resources, client)
Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
輸入結構描述
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"selected_resources": {
"type": "array",
"items": {
"type": "string"
}
},
"client": {
"type": "string",
"enum": [
"codex",
"claude",
"cursor",
"vscode",
"generic"
]
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"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.
輸入結構描述
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"state": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}輸出結構描述
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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#"
}社群
證據
近期觀測
已驗證未記錄版本13 個工具