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.claude/skills/slack-gif-creator/.openskills.json new file: .claude/skills/slack-gif-creator/LICENSE.txt new file: .claude/skills/slack-gif-creator/SKILL.md new file: .claude/skills/slack-gif-creator/core/easing.py new file: .claude/skills/slack-gif-creator/core/frame_composer.py new file: .claude/skills/slack-gif-creator/core/gif_builder.py new file: .claude/skills/slack-gif-creator/core/validators.py new file: .claude/skills/slack-gif-creator/requirements.txt new file: .claude/skills/template/.openskills.json new file: .claude/skills/template/SKILL.md new file: .claude/skills/theme-factory/.openskills.json new file: .claude/skills/theme-factory/LICENSE.txt new file: .claude/skills/theme-factory/SKILL.md new file: .claude/skills/theme-factory/theme-showcase.pdf new file: .claude/skills/theme-factory/themes/arctic-frost.md new file: .claude/skills/theme-factory/themes/botanical-garden.md new file: .claude/skills/theme-factory/themes/desert-rose.md new file: .claude/skills/theme-factory/themes/forest-canopy.md new file: .claude/skills/theme-factory/themes/golden-hour.md new file: .claude/skills/theme-factory/themes/midnight-galaxy.md new file: .claude/skills/theme-factory/themes/modern-minimalist.md new file: .claude/skills/theme-factory/themes/ocean-depths.md new file: .claude/skills/theme-factory/themes/sunset-boulevard.md new file: .claude/skills/theme-factory/themes/tech-innovation.md new file: .claude/skills/web-artifacts-builder/.openskills.json new file: .claude/skills/web-artifacts-builder/LICENSE.txt new file: .claude/skills/web-artifacts-builder/SKILL.md new file: .claude/skills/web-artifacts-builder/scripts/bundle-artifact.sh new file: .claude/skills/web-artifacts-builder/scripts/init-artifact.sh new file: .claude/skills/web-artifacts-builder/scripts/shadcn-components.tar.gz new file: .claude/skills/webapp-testing/.openskills.json new file: .claude/skills/webapp-testing/LICENSE.txt new file: .claude/skills/webapp-testing/SKILL.md new file: .claude/skills/webapp-testing/examples/console_logging.py new file: .claude/skills/webapp-testing/examples/element_discovery.py new file: .claude/skills/webapp-testing/examples/static_html_automation.py new file: .claude/skills/webapp-testing/scripts/with_server.py new file: .claude/skills/xlsx/.openskills.json new file: .claude/skills/xlsx/LICENSE.txt new file: .claude/skills/xlsx/SKILL.md new file: .claude/skills/xlsx/scripts/office/helpers/__init__.py new file: .claude/skills/xlsx/scripts/office/helpers/merge_runs.py new file: .claude/skills/xlsx/scripts/office/helpers/simplify_redlines.py new file: .claude/skills/xlsx/scripts/office/pack.py new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chartDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-diagram.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-lockedCanvas.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-main.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-picture.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-spreadsheetDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-wordprocessingDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/pml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-additionalCharacteristics.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-bibliography.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-commonSimpleTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlDataProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlSchemaProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesCustom.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesExtended.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesVariantTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-math.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-relationshipReference.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/sml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-main.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-officeDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-presentationDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-spreadsheetDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-wordprocessingDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/wml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/xml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-contentTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-coreProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-digSig.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-relationships.xsd new file: .claude/skills/xlsx/scripts/office/schemas/mce/mc.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2010.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2012.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2018.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-cex-2018.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-cid-2016.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-sdtdatahash-2020.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-symex-2015.xsd new file: .claude/skills/xlsx/scripts/office/soffice.py new file: .claude/skills/xlsx/scripts/office/unpack.py new file: .claude/skills/xlsx/scripts/office/validate.py new file: .claude/skills/xlsx/scripts/office/validators/__init__.py new file: .claude/skills/xlsx/scripts/office/validators/base.py new file: .claude/skills/xlsx/scripts/office/validators/docx.py new file: .claude/skills/xlsx/scripts/office/validators/pptx.py new file: .claude/skills/xlsx/scripts/office/validators/redlining.py new file: .claude/skills/xlsx/scripts/recalc.py new file: .env.example new file: .gitignore new file: config/mcp.json new file: config/models.json new file: config/personalities.json new file: docs/AGENTS.md new file: docs/AI_IMPLEMENTATION.md new file: docs/AI_INTEGRATION_COMPLETE.md new file: docs/AI_QUICKSTART.md new file: docs/AI_SUMMARY.md new file: docs/CHANGELOG.md new file: docs/CONFIG_GUIDE.md new file: docs/FIXES.md new file: docs/PROJECT_REFACTOR.md new file: docs/README.md new file: docs/README_INDEX.md new file: examples/ai_example.py new file: main.py new file: pytest.ini new file: requirements.txt new file: scripts/migrate_to_vector_db.py new file: skills/cmd_zip_skill/README.md new file: skills/cmd_zip_skill/__init__.py new file: skills/cmd_zip_skill/main.py new file: skills/cmd_zip_skill/skill.json new file: skills/cmd_zip_skill_1772465404375/README.md new file: skills/cmd_zip_skill_1772465404375/__init__.py new file: skills/cmd_zip_skill_1772465404375/main.py new file: skills/cmd_zip_skill_1772465404375/skill.json new file: skills/cmd_zip_skill_1772465434774/README.md new file: skills/cmd_zip_skill_1772465434774/__init__.py new file: skills/cmd_zip_skill_1772465434774/main.py new file: skills/cmd_zip_skill_1772465434774/skill.json new file: skills/cmd_zip_skill_1772465467809/README.md new file: skills/cmd_zip_skill_1772465467809/__init__.py new file: skills/cmd_zip_skill_1772465467809/main.py new file: skills/cmd_zip_skill_1772465467809/skill.json new file: skills/cmd_zip_skill_1772465652075/README.md new file: skills/cmd_zip_skill_1772465652075/__init__.py new file: skills/cmd_zip_skill_1772465652075/main.py new file: skills/cmd_zip_skill_1772465652075/skill.json new file: skills/cmd_zip_skill_1772465685352/README.md new file: skills/cmd_zip_skill_1772465685352/__init__.py new file: skills/cmd_zip_skill_1772465685352/main.py new file: skills/cmd_zip_skill_1772465685352/skill.json new file: skills/cmd_zip_skill_1772465936294/README.md new file: skills/cmd_zip_skill_1772465936294/__init__.py new file: skills/cmd_zip_skill_1772465936294/main.py new file: skills/cmd_zip_skill_1772465936294/skill.json new file: skills/cmd_zip_skill_1772465966322/README.md new file: skills/cmd_zip_skill_1772465966322/__init__.py new file: skills/cmd_zip_skill_1772465966322/main.py new file: skills/cmd_zip_skill_1772465966322/skill.json new file: skills/cmd_zip_skill_1772466071278/README.md new file: skills/cmd_zip_skill_1772466071278/__init__.py new file: skills/cmd_zip_skill_1772466071278/main.py new file: skills/cmd_zip_skill_1772466071278/skill.json new file: skills/skills_creator/README.md new file: skills/skills_creator/__init__.py new file: skills/skills_creator/main.py new file: skills/skills_creator/skill.json new file: src/__init__.py new file: src/ai/__init__.py new file: src/ai/base.py new file: src/ai/client.py new file: src/ai/docs/README.md new file: src/ai/mcp/__init__.py new file: src/ai/mcp/base.py new file: src/ai/mcp/servers/__init__.py new file: src/ai/mcp/servers/filesystem.py new file: src/ai/memory.py new file: src/ai/models/__init__.py new file: src/ai/models/anthropic_model.py new file: src/ai/models/openai_model.py new file: src/ai/personality.py new file: src/ai/skills/__init__.py new file: src/ai/skills/base.py new file: src/ai/task_manager.py new file: src/ai/vector_store/__init__.py new file: src/ai/vector_store/base.py new file: src/ai/vector_store/chroma_store.py new file: src/ai/vector_store/json_store.py new file: src/core/__init__.py new file: src/core/bot.py new file: src/core/config.py new file: src/handlers/__init__.py new file: src/handlers/message_handler.py new file: src/handlers/message_handler_ai.py new file: src/utils/__init__.py new file: src/utils/logger.py new file: start.bat new file: tests/test_ai.py
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# MCP Server Best Practices
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## Quick Reference
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### Server Naming
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- **Python**: `{service}_mcp` (e.g., `slack_mcp`)
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- **Node/TypeScript**: `{service}-mcp-server` (e.g., `slack-mcp-server`)
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### Tool Naming
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- Use snake_case with service prefix
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- Format: `{service}_{action}_{resource}`
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- Example: `slack_send_message`, `github_create_issue`
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### Response Formats
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- Support both JSON and Markdown formats
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- JSON for programmatic processing
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- Markdown for human readability
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### Pagination
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- Always respect `limit` parameter
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- Return `has_more`, `next_offset`, `total_count`
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- Default to 20-50 items
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### Transport
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- **Streamable HTTP**: For remote servers, multi-client scenarios
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- **stdio**: For local integrations, command-line tools
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- Avoid SSE (deprecated in favor of streamable HTTP)
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---
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## Server Naming Conventions
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Follow these standardized naming patterns:
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**Python**: Use format `{service}_mcp` (lowercase with underscores)
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- Examples: `slack_mcp`, `github_mcp`, `jira_mcp`
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**Node/TypeScript**: Use format `{service}-mcp-server` (lowercase with hyphens)
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- Examples: `slack-mcp-server`, `github-mcp-server`, `jira-mcp-server`
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The name should be general, descriptive of the service being integrated, easy to infer from the task description, and without version numbers.
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---
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## Tool Naming and Design
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### Tool Naming
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1. **Use snake_case**: `search_users`, `create_project`, `get_channel_info`
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2. **Include service prefix**: Anticipate that your MCP server may be used alongside other MCP servers
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- Use `slack_send_message` instead of just `send_message`
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- Use `github_create_issue` instead of just `create_issue`
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3. **Be action-oriented**: Start with verbs (get, list, search, create, etc.)
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4. **Be specific**: Avoid generic names that could conflict with other servers
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### Tool Design
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- Tool descriptions must narrowly and unambiguously describe functionality
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- Descriptions must precisely match actual functionality
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- Provide tool annotations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
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- Keep tool operations focused and atomic
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---
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## Response Formats
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All tools that return data should support multiple formats:
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### JSON Format (`response_format="json"`)
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- Machine-readable structured data
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- Include all available fields and metadata
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- Consistent field names and types
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- Use for programmatic processing
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### Markdown Format (`response_format="markdown"`, typically default)
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- Human-readable formatted text
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- Use headers, lists, and formatting for clarity
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- Convert timestamps to human-readable format
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- Show display names with IDs in parentheses
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- Omit verbose metadata
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---
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## Pagination
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For tools that list resources:
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- **Always respect the `limit` parameter**
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- **Implement pagination**: Use `offset` or cursor-based pagination
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- **Return pagination metadata**: Include `has_more`, `next_offset`/`next_cursor`, `total_count`
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- **Never load all results into memory**: Especially important for large datasets
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- **Default to reasonable limits**: 20-50 items is typical
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Example pagination response:
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```json
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{
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"total": 150,
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"count": 20,
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"offset": 0,
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"items": [...],
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"has_more": true,
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"next_offset": 20
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}
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```
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---
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## Transport Options
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### Streamable HTTP
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**Best for**: Remote servers, web services, multi-client scenarios
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**Characteristics**:
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- Bidirectional communication over HTTP
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- Supports multiple simultaneous clients
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- Can be deployed as a web service
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- Enables server-to-client notifications
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**Use when**:
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- Serving multiple clients simultaneously
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- Deploying as a cloud service
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- Integration with web applications
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### stdio
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**Best for**: Local integrations, command-line tools
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**Characteristics**:
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- Standard input/output stream communication
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- Simple setup, no network configuration needed
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- Runs as a subprocess of the client
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**Use when**:
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- Building tools for local development environments
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- Integrating with desktop applications
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- Single-user, single-session scenarios
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**Note**: stdio servers should NOT log to stdout (use stderr for logging)
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### Transport Selection
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| Criterion | stdio | Streamable HTTP |
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|-----------|-------|-----------------|
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| **Deployment** | Local | Remote |
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| **Clients** | Single | Multiple |
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| **Complexity** | Low | Medium |
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| **Real-time** | No | Yes |
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---
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## Security Best Practices
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### Authentication and Authorization
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**OAuth 2.1**:
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- Use secure OAuth 2.1 with certificates from recognized authorities
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- Validate access tokens before processing requests
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- Only accept tokens specifically intended for your server
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**API Keys**:
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- Store API keys in environment variables, never in code
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- Validate keys on server startup
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- Provide clear error messages when authentication fails
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|
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### Input Validation
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- Sanitize file paths to prevent directory traversal
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- Validate URLs and external identifiers
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- Check parameter sizes and ranges
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- Prevent command injection in system calls
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||||
- Use schema validation (Pydantic/Zod) for all inputs
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||||
|
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### Error Handling
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- Don't expose internal errors to clients
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- Log security-relevant errors server-side
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||||
- Provide helpful but not revealing error messages
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||||
- Clean up resources after errors
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||||
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||||
### DNS Rebinding Protection
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||||
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||||
For streamable HTTP servers running locally:
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||||
- Enable DNS rebinding protection
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||||
- Validate the `Origin` header on all incoming connections
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||||
- Bind to `127.0.0.1` rather than `0.0.0.0`
|
||||
|
||||
---
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||||
|
||||
## Tool Annotations
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||||
|
||||
Provide annotations to help clients understand tool behavior:
|
||||
|
||||
| Annotation | Type | Default | Description |
|
||||
|-----------|------|---------|-------------|
|
||||
| `readOnlyHint` | boolean | false | Tool does not modify its environment |
|
||||
| `destructiveHint` | boolean | true | Tool may perform destructive updates |
|
||||
| `idempotentHint` | boolean | false | Repeated calls with same args have no additional effect |
|
||||
| `openWorldHint` | boolean | true | Tool interacts with external entities |
|
||||
|
||||
**Important**: Annotations are hints, not security guarantees. Clients should not make security-critical decisions based solely on annotations.
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||||
|
||||
---
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||||
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||||
## Error Handling
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||||
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||||
- Use standard JSON-RPC error codes
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||||
- Report tool errors within result objects (not protocol-level errors)
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||||
- Provide helpful, specific error messages with suggested next steps
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||||
- Don't expose internal implementation details
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||||
- Clean up resources properly on errors
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||||
|
||||
Example error handling:
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||||
```typescript
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||||
try {
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const result = performOperation();
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return { content: [{ type: "text", text: result }] };
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} catch (error) {
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||||
return {
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||||
isError: true,
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||||
content: [{
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||||
type: "text",
|
||||
text: `Error: ${error.message}. Try using filter='active_only' to reduce results.`
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||||
}]
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||||
};
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||||
}
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||||
```
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||||
|
||||
---
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||||
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||||
## Testing Requirements
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||||
|
||||
Comprehensive testing should cover:
|
||||
|
||||
- **Functional testing**: Verify correct execution with valid/invalid inputs
|
||||
- **Integration testing**: Test interaction with external systems
|
||||
- **Security testing**: Validate auth, input sanitization, rate limiting
|
||||
- **Performance testing**: Check behavior under load, timeouts
|
||||
- **Error handling**: Ensure proper error reporting and cleanup
|
||||
|
||||
---
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||||
|
||||
## Documentation Requirements
|
||||
|
||||
- Provide clear documentation of all tools and capabilities
|
||||
- Include working examples (at least 3 per major feature)
|
||||
- Document security considerations
|
||||
- Specify required permissions and access levels
|
||||
- Document rate limits and performance characteristics
|
||||
Reference in New Issue
Block a user