Merge branch 'main' into gl/ci/pr-checks-and-commitizen

Add two new GitHub Actions workflows:
- pr-size.yml: auto-labels PRs by size and fails CI on PRs over 500 lines
- pr-title.yml: enforces conventional commit format on PR titles

Configure commitizen in pyproject.toml with strict schema pattern matching
for conventional commits.

.github/workflows/pr-size.yml

@@ -0,0 +1,37 @@
+name: PR Size Check
+
+on:
+  pull_request:
+    types: [opened, synchronize, reopened]
+
+jobs:
+  pr-size:
+    runs-on: ubuntu-latest
+    permissions:
+      pull-requests: write
+    steps:
+      - uses: codelytv/pr-size-labeler@v1
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          xs_label: "size/XS"
+          xs_max_size: 25
+          s_label: "size/S"
+          s_max_size: 100
+          m_label: "size/M"
+          m_max_size: 250
+          l_label: "size/L"
+          l_max_size: 500
+          xl_label: "size/XL"
+          fail_if_xl: true
+          message_if_xl: >
+            This PR exceeds 500 lines changed and has been labeled `size/XL`.
+            PRs of this size require release manager approval to merge.
+            Please consider splitting into smaller PRs, or add a justification
+            in the PR description for why this cannot be broken up.
+          files_to_ignore: |
+            uv.lock
+            *.lock
+            lib/crewai/src/crewai/cli/templates/**
+            **/*.json
+            **/test_durations/**
+            **/cassettes/**

.github/workflows/pr-title.yml

@@ -0,0 +1,38 @@
+name: PR Title Check
+
+on:
+  pull_request:
+    types: [opened, edited, synchronize, reopened]
+
+jobs:
+  pr-title:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: amannn/action-semantic-pull-request@v5
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          types: |
+            feat
+            fix
+            refactor
+            perf
+            test
+            docs
+            chore
+            ci
+            style
+            revert
+          requireScope: false
+          subjectPattern: ^[a-z].+[^.]$
+          subjectPatternError: >
+            The PR title "{title}" does not follow conventional commit format.
+
+            Expected: <type>(<scope>): <lowercase description without trailing period>
+
+            Examples:
+              feat(memory): add lancedb storage backend
+              fix(agents): resolve deadlock in concurrent execution
+              chore(deps): bump pydantic to 2.11.9
+
+            See RELEASE_PROCESS.md for the full commit message convention.

docs/en/changelog.mdx

@@ -4,29 +4,6 @@ description: "Product updates, improvements, and bug fixes for CrewAI"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="Mar 15, 2026">
-  ## v1.11.0rc1
-
-  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.11.0rc1)
-
-  ## What's Changed
-
-  ### Features
-  - Add Plus API token authentication in a2a
-  - Implement plan execute pattern
-
-  ### Bug Fixes
-  - Resolve code interpreter sandbox escape issue
-
-  ### Documentation
-  - Update changelog and version for v1.10.2rc2
-
-  ## Contributors
-
-  @Copilot, @greysonlalonde, @lorenzejay, @theCyberTech
-
-</Update>
-
 <Update label="Mar 14, 2026">
   ## v1.10.2rc2
 

docs/en/concepts/event-listener.mdx

@@ -219,16 +219,6 @@ CrewAI provides a wide range of events that you can listen for:
 - **ToolExecutionErrorEvent**: Emitted when a tool execution encounters an error
 - **ToolSelectionErrorEvent**: Emitted when there's an error selecting a tool
 
-### MCP Events
-
-- **MCPConnectionStartedEvent**: Emitted when starting to connect to an MCP server. Contains the server name, URL, transport type, connection timeout, and whether it's a reconnection attempt.
-- **MCPConnectionCompletedEvent**: Emitted when successfully connected to an MCP server. Contains the server name, connection duration in milliseconds, and whether it was a reconnection.
-- **MCPConnectionFailedEvent**: Emitted when connection to an MCP server fails. Contains the server name, error message, and error type (`timeout`, `authentication`, `network`, etc.).
-- **MCPToolExecutionStartedEvent**: Emitted when starting to execute an MCP tool. Contains the server name, tool name, and tool arguments.
-- **MCPToolExecutionCompletedEvent**: Emitted when MCP tool execution completes successfully. Contains the server name, tool name, result, and execution duration in milliseconds.
-- **MCPToolExecutionFailedEvent**: Emitted when MCP tool execution fails. Contains the server name, tool name, error message, and error type (`timeout`, `validation`, `server_error`, etc.).
-- **MCPConfigFetchFailedEvent**: Emitted when fetching an MCP server configuration fails (e.g., the MCP is not connected in your account, API error, or connection failure after config was fetched). Contains the slug, error message, and error type (`not_connected`, `api_error`, `connection_failed`).
-
 ### Knowledge Events
 
 - **KnowledgeRetrievalStartedEvent**: Emitted when a knowledge retrieval is started

docs/en/mcp/dsl-integration.mdx

@@ -62,22 +62,22 @@ Use the `#` syntax to select specific tools from a server:
 "https://mcp.exa.ai/mcp?api_key=your_key#web_search_exa"
 ```
 
-### Connected MCP Integrations
+### CrewAI AMP Marketplace
 
-Connect MCP servers from the CrewAI catalog or bring your own. Once connected in your account, reference them by slug:
+Access tools from the CrewAI AMP marketplace:
 
 ```python
-# Connected MCP with all tools
-"snowflake"
+# Full service with all tools
+"crewai-amp:financial-data"
 
-# Specific tool from a connected MCP
-"stripe#list_invoices"
+# Specific tool from AMP service
+"crewai-amp:research-tools#pubmed_search"
 
-# Multiple connected MCPs
+# Multiple AMP services
 mcps=[
-    "snowflake",
-    "stripe",
-    "github"
+    "crewai-amp:weather-insights",
+    "crewai-amp:market-analysis",
+    "crewai-amp:social-media-monitoring"
 ]
 ```
 
@@ -99,10 +99,10 @@ multi_source_agent = Agent(
         "https://mcp.exa.ai/mcp?api_key=your_exa_key&profile=research",
         "https://weather.api.com/mcp#get_current_conditions",
 
-        # Connected MCPs from catalog
-        "snowflake",
-        "stripe#list_invoices",
-        "github#search_repositories"
+        # CrewAI AMP marketplace
+        "crewai-amp:financial-insights",
+        "crewai-amp:academic-research#pubmed_search",
+        "crewai-amp:market-intelligence#competitor_analysis"
     ]
 )
 
@@ -147,7 +147,7 @@ agent = Agent(
     mcps=[
         "https://mcp.exa.ai/mcp?api_key=key",      # Tools: mcp_exa_ai_*
         "https://weather.service.com/mcp",         # Tools: weather_service_com_*
-        "snowflake"                                # Tools: snowflake_*
+        "crewai-amp:financial-data"                # Tools: financial_data_*
     ]
 )
 
@@ -170,7 +170,7 @@ agent = Agent(
         "https://primary-server.com/mcp",         # Primary data source
         "https://backup-server.com/mcp",          # Backup if primary fails
         "https://unreachable-server.com/mcp",     # Will be skipped with warning
-        "snowflake"                               # Connected MCP from catalog
+        "crewai-amp:reliable-service"             # Reliable AMP service
     ]
 )
 
@@ -254,7 +254,7 @@ agent = Agent(
     apps=["gmail", "slack"],                       # Platform integrations
     mcps=[                                         # MCP servers
         "https://mcp.exa.ai/mcp?api_key=key",
-        "snowflake"
+        "crewai-amp:research-tools"
     ],
 
     verbose=True,
@@ -298,7 +298,7 @@ agent = Agent(
 mcps=[
     "https://primary-api.com/mcp",       # Primary choice
     "https://backup-api.com/mcp",        # Backup option
-    "snowflake"                          # Connected MCP fallback
+    "crewai-amp:reliable-service"        # AMP fallback
 ]
 ```
 
@@ -311,7 +311,7 @@ agent = Agent(
     backstory="Financial analyst with access to weather data for agricultural market insights",
     mcps=[
         "https://weather.service.com/mcp#get_forecast",
-        "stripe#list_invoices"
+        "crewai-amp:financial-data#stock_analysis"
     ]
 )
 ```

docs/en/mcp/overview.mdx

@@ -17,7 +17,7 @@ Use the `mcps` field directly on agents for seamless MCP tool integration. The D
 
 #### String-Based References (Quick Setup)
 
-Perfect for remote HTTPS servers and connected MCP integrations from the CrewAI catalog:
+Perfect for remote HTTPS servers and CrewAI AMP marketplace:
 
 ```python
 from crewai import Agent
@@ -29,8 +29,8 @@ agent = Agent(
     mcps=[
         "https://mcp.exa.ai/mcp?api_key=your_key",           # External MCP server
         "https://api.weather.com/mcp#get_forecast",          # Specific tool from server
-        "snowflake",                                         # Connected MCP from catalog
-        "stripe#list_invoices"                               # Specific tool from connected MCP
+        "crewai-amp:financial-data",                         # CrewAI AMP marketplace
+        "crewai-amp:research-tools#pubmed_search"            # Specific AMP tool
     ]
 )
 # MCP tools are now automatically available to your agent!
@@ -127,7 +127,7 @@ research_agent = Agent(
     backstory="Expert researcher with access to multiple data sources",
     mcps=[
         "https://mcp.exa.ai/mcp?api_key=your_key&profile=your_profile",
-        "snowflake#run_query"
+        "crewai-amp:weather-service#current_conditions"
     ]
 )
 
@@ -204,22 +204,19 @@ mcps=[
 ]
 ```
 
-#### Connected MCP Integrations
-
-Connect MCP servers from the CrewAI catalog or bring your own. Once connected in your account, reference them by slug:
+#### CrewAI AMP Marketplace
 
 ```python
 mcps=[
-    # Connected MCP - get all available tools
-    "snowflake",
+    # Full AMP MCP service - get all available tools
+    "crewai-amp:financial-data",
 
-    # Specific tool from a connected MCP using # syntax
-    "stripe#list_invoices",
+    # Specific tool from AMP service using # syntax
+    "crewai-amp:research-tools#pubmed_search",
 
-    # Multiple connected MCPs
-    "snowflake",
-    "stripe",
-    "github"
+    # Multiple AMP services
+    "crewai-amp:weather-service",
+    "crewai-amp:market-analysis"
 ]
 ```
 
@@ -302,7 +299,7 @@ from crewai.mcp import MCPServerStdio, MCPServerHTTP
 mcps=[
     # String references
     "https://external-api.com/mcp",              # External server
-    "snowflake",                                 # Connected MCP from catalog
+    "crewai-amp:financial-insights",             # AMP service
 
     # Structured configurations
     MCPServerStdio(
@@ -412,7 +409,7 @@ agent = Agent(
         # String references
         "https://reliable-server.com/mcp",        # Will work
         "https://unreachable-server.com/mcp",     # Will be skipped gracefully
-        "snowflake",                              # Connected MCP from catalog
+        "crewai-amp:working-service",             # Will work
 
         # Structured configs
         MCPServerStdio(

docs/ko/changelog.mdx

@@ -4,29 +4,6 @@ description: "CrewAI의 제품 업데이트, 개선 사항 및 버그 수정"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="2026년 3월 15일">
-  ## v1.11.0rc1
-
-  [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.11.0rc1)
-
-  ## 변경 사항
-
-  ### 기능
-  - Plus API 토큰 인증 추가
-  - 에서 계획 실행 패턴 구현
-
-  ### 버그 수정
-  - 코드 인터프리터 샌드박스 탈출 문제 해결
-
-  ### 문서
-  - v1.10.2rc2의 변경 로그 및 버전 업데이트
-
-  ## 기여자
-
-  @Copilot, @greysonlalonde, @lorenzejay, @theCyberTech
-
-</Update>
-
 <Update label="2026년 3월 14일">
   ## v1.10.2rc2
 

docs/ko/mcp/dsl-integration.mdx

@@ -62,22 +62,22 @@ agent = Agent(
 "https://mcp.exa.ai/mcp?api_key=your_key#web_search_exa"
 ```
 
-### 연결된 MCP 통합
+### CrewAI AMP 마켓플레이스
 
-CrewAI 카탈로그에서 MCP 서버를 연결하거나 직접 가져올 수 있습니다. 계정에 연결한 후 슬러그로 참조하세요:
+CrewAI AMP 마켓플레이스의 도구에 액세스하세요:
 
 ```python
-# 모든 도구가 포함된 연결된 MCP
-"snowflake"
+# 모든 도구가 포함된 전체 서비스
+"crewai-amp:financial-data"
 
-# 연결된 MCP의 특정 도구
-"stripe#list_invoices"
+# AMP 서비스의 특정 도구
+"crewai-amp:research-tools#pubmed_search"
 
-# 여러 연결된 MCP
+# 다중 AMP 서비스
 mcps=[
-    "snowflake",
-    "stripe",
-    "github"
+    "crewai-amp:weather-insights",
+    "crewai-amp:market-analysis",
+    "crewai-amp:social-media-monitoring"
 ]
 ```
 
@@ -99,10 +99,10 @@ multi_source_agent = Agent(
         "https://mcp.exa.ai/mcp?api_key=your_exa_key&profile=research",
         "https://weather.api.com/mcp#get_current_conditions",
 
-        # 카탈로그에서 연결된 MCP
-        "snowflake",
-        "stripe#list_invoices",
-        "github#search_repositories"
+        # CrewAI AMP 마켓플레이스
+        "crewai-amp:financial-insights",
+        "crewai-amp:academic-research#pubmed_search",
+        "crewai-amp:market-intelligence#competitor_analysis"
     ]
 )
 
@@ -154,7 +154,7 @@ agent = Agent(
         "https://reliable-server.com/mcp",        # 작동할 것
         "https://unreachable-server.com/mcp",     # 우아하게 건너뛸 것
         "https://slow-server.com/mcp",            # 우아하게 타임아웃될 것
-        "snowflake"                               # 카탈로그에서 연결된 MCP
+        "crewai-amp:working-service"              # 작동할 것
     ]
 )
 # 에이전트는 작동하는 서버의 도구를 사용하고 실패한 서버에 대한 경고를 로그에 남깁니다
@@ -229,6 +229,6 @@ agent = Agent(
 mcps=[
     "https://primary-api.com/mcp",       # 주요 선택
     "https://backup-api.com/mcp",        # 백업 옵션
-    "snowflake"                          # 연결된 MCP 폴백
+    "crewai-amp:reliable-service"        # AMP 폴백
 ]
 ```

docs/ko/mcp/overview.mdx

@@ -25,8 +25,8 @@ agent = Agent(
     mcps=[
         "https://mcp.exa.ai/mcp?api_key=your_key",           # 외부 MCP 서버
         "https://api.weather.com/mcp#get_forecast",          # 서버의 특정 도구
-        "snowflake",                                         # 카탈로그에서 연결된 MCP
-        "stripe#list_invoices"                               # 연결된 MCP의 특정 도구
+        "crewai-amp:financial-data",                         # CrewAI AMP 마켓플레이스
+        "crewai-amp:research-tools#pubmed_search"            # 특정 AMP 도구
     ]
 )
 # MCP 도구들이 이제 자동으로 에이전트에서 사용 가능합니다!

docs/pt-BR/changelog.mdx

@@ -4,29 +4,6 @@ description: "Atualizações de produto, melhorias e correções do CrewAI"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="15 mar 2026">
-  ## v1.11.0rc1
-
-  [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.11.0rc1)
-
-  ## O que Mudou
-
-  ### Funcionalidades
-  - Adicionar autenticação de token da API Plus
-  - Implementar padrão de execução de plano
-
-  ### Correções de Bugs
-  - Resolver problema de escape do sandbox do interpretador de código
-
-  ### Documentação
-  - Atualizar changelog e versão para v1.10.2rc2
-
-  ## Contribuidores
-
-  @Copilot, @greysonlalonde, @lorenzejay, @theCyberTech
-
-</Update>
-
 <Update label="14 mar 2026">
   ## v1.10.2rc2
 

docs/pt-BR/mcp/dsl-integration.mdx

@@ -62,22 +62,22 @@ Use a sintaxe `#` para selecionar ferramentas específicas de um servidor:
 "https://mcp.exa.ai/mcp?api_key=sua_chave#web_search_exa"
 ```
 
-### Integrações MCP Conectadas
+### Marketplace CrewAI AMP
 
-Conecte servidores MCP do catálogo CrewAI ou traga os seus próprios. Uma vez conectados em sua conta, referencie-os pelo slug:
+Acesse ferramentas do marketplace CrewAI AMP:
 
 ```python
-# MCP conectado com todas as ferramentas
-"snowflake"
+# Serviço completo com todas as ferramentas
+"crewai-amp:financial-data"
 
-# Ferramenta específica de um MCP conectado
-"stripe#list_invoices"
+# Ferramenta específica do serviço AMP
+"crewai-amp:research-tools#pubmed_search"
 
-# Múltiplos MCPs conectados
+# Múltiplos serviços AMP
 mcps=[
-    "snowflake",
-    "stripe",
-    "github"
+    "crewai-amp:weather-insights",
+    "crewai-amp:market-analysis",
+    "crewai-amp:social-media-monitoring"
 ]
 ```
 
@@ -99,10 +99,10 @@ agente_multi_fonte = Agent(
         "https://mcp.exa.ai/mcp?api_key=sua_chave_exa&profile=pesquisa",
         "https://weather.api.com/mcp#get_current_conditions",
 
-        # MCPs conectados do catálogo
-        "snowflake",
-        "stripe#list_invoices",
-        "github#search_repositories"
+        # Marketplace CrewAI AMP
+        "crewai-amp:financial-insights",
+        "crewai-amp:academic-research#pubmed_search",
+        "crewai-amp:market-intelligence#competitor_analysis"
     ]
 )
 
@@ -154,7 +154,7 @@ agente = Agent(
         "https://servidor-confiavel.com/mcp",        # Vai funcionar
         "https://servidor-inalcancavel.com/mcp",     # Será ignorado graciosamente
         "https://servidor-lento.com/mcp",            # Timeout gracioso
-        "snowflake"                                  # MCP conectado do catálogo
+        "crewai-amp:servico-funcionando"             # Vai funcionar
     ]
 )
 # O agente usará ferramentas de servidores funcionais e registrará avisos para os que falharem
@@ -229,6 +229,6 @@ agente = Agent(
 mcps=[
     "https://api-principal.com/mcp",       # Escolha principal
     "https://api-backup.com/mcp",          # Opção de backup
-    "snowflake"                            # Fallback MCP conectado
+    "crewai-amp:servico-confiavel"         # Fallback AMP
 ]
 ```

docs/pt-BR/mcp/overview.mdx

@@ -25,8 +25,8 @@ agent = Agent(
     mcps=[
         "https://mcp.exa.ai/mcp?api_key=sua_chave",           # Servidor MCP externo
         "https://api.weather.com/mcp#get_forecast",           # Ferramenta específica do servidor
-        "snowflake",                                          # MCP conectado do catálogo
-        "stripe#list_invoices"                                # Ferramenta específica de MCP conectado
+        "crewai-amp:financial-data",                          # Marketplace CrewAI AMP
+        "crewai-amp:research-tools#pubmed_search"             # Ferramenta AMP específica
     ]
 )
 # Ferramentas MCP agora estão automaticamente disponíveis para seu agente!

pyproject.toml

@@ -142,6 +142,22 @@ python_files = "test_*.py"
 python_classes = "Test*"
 python_functions = "test_*"
 
+[tool.commitizen]
+name = "cz_conventional_commits"
+version_provider = "scm"
+tag_format = "$version"
+allowed_prefixes = ["Merge", "Revert"]
+changelog_incremental = true
+update_changelog_on_bump = false
+
+[tool.commitizen.customize]
+schema = "<type>(<scope>): <description>"
+schema_pattern = "^(feat|fix|refactor|perf|test|docs|chore|ci|style|revert)(\\(.+\\))?!?: .{1,72}"
+bump_pattern = "^(feat|fix|perf|refactor|revert)"
+bump_map = { feat = "MINOR", fix = "PATCH", perf = "PATCH", refactor = "PATCH", revert = "PATCH" }
+info = "Commits must follow Conventional Commits 1.0.0. See RELEASE_PROCESS.md for details."
+
+
 [tool.uv]
 
 # composio-core pins rich<14 but textual requires rich>=14.