abcommunity
Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.
我该使用它吗
质量与安全性
A
发现（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
基于对工具定义和协议合规性的自动分析。
上下文开销
~3,964token 数（工具定义）
~3.0 KB典型响应大小
对注意力有显著影响（占 128k 上下文窗口的 3.10%）
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"abcommunity": {
"url": "https://mcp.abcommunity.org/mcp"
}
}
}远程端点
https://mcp.abcommunity.org/mcpstreamable-http它能做什么
工具清单
工具（13）
🟢 只读🟡 写入🔴 删除⚪ 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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"count": {
"type": "number"
}
},
"additionalProperties": false,
"$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.'
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"recommended": {
"type": "array",
"items": {
"$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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"intent": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"requiredCapabilities": {
"type": "array",
"items": {
"type": "string"
}
},
"required": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"optional": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"workflow": {
"type": "array",
"items": {
"$ref": "#/properties/intent"
}
},
"reasoningSummary": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_resource(slug, resource_id)
Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"resource_id": {
"type": "integer"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"id": {
"type": "number"
},
"slug": {
"type": "string"
},
"identity": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢compare_mcps(refs)
Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
输入模式
{
"type": "object",
"properties": {
"refs": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 2,
"maxItems": 5,
"description": "Slugs or ids to compare"
}
},
"required": [
"refs"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"name": {
"type": "string"
},
"found": {
"type": "boolean"
},
"methods": {
"type": "array",
"items": {
"type": "object",
"properties": {},
"additionalProperties": true
}
}
},
"additionalProperties": false,
"$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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢plan_project_sprints(project_context, project_description, time_horizon, team_size, sprint_length, ...)
Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
输入模式
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"time_horizon": {
"type": "string"
},
"team_size": {
"type": "number"
},
"sprint_length": {
"type": "string"
},
"delivery_style": {
"type": "string"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢recommend_resources_for_sprint(project_context, project_description, sprint_id, focus_area, limit)
Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
输入模式
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"sprint_id": {
"type": "string"
},
"focus_area": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"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.
输入模式
{
"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,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢generate_config_bundle(project_context, project_description, selected_resources, client)
Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
输入模式
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"selected_resources": {
"type": "array",
"items": {
"type": "string"
}
},
"client": {
"type": "string",
"enum": [
"codex",
"claude",
"cursor",
"vscode",
"generic"
]
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"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.
输入模式
{
"type": "object",
"properties": {
"project_context": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"project_description": {
"type": "string"
},
"state": {
"type": "object",
"properties": {},
"additionalProperties": true
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}输出模式
{
"type": "object",
"properties": {
"projectUnderstanding": {
"type": "object",
"properties": {},
"additionalProperties": true
},
"projectBrief": {
"$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#"
}社区
证据
最近观测
已验证未记录版本13 个工具