
Attio MCP Server
io.github.kesslerio由 GitHub 账号 kesslerio 发布v1.7.0更新于 Oct 24, 2026
AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows.
概览
本地 MCP 服务器,让 AI 助手读写 Attio CRM 工作区中的公司、联系人、交易、任务、列表和备注。
- 可以做什么
- 搜索、创建、更新和删除公司、联系人、交易及其他记录,支持高级搜索、关系搜索和批量操作。管理列表与销售管道条目,包括筛选、增删成员以及推进交易阶段。创建、更新、搜索和删除任务并关联到任意记录类型,创建和列出记录备注。获取记录详情、字段选项和互动时间线,并在不调用 Attio 的情况下查看服务器自身的能力清单。提供线索资格评估、会议准备和管道健康等销售场景的预置提示,写入类提示支持试运行。
- 适用场景
- 适合需要让助手直接操作 Attio CRM 的场景:查找联系人和公司、维护交易与管道阶段、记录活动和任务,或基于 CRM 数据准备会议。不使用 Attio 或只需要只读访问其他系统时无需安装。
- 运行要求
- 需要 Node.js 18 或更高版本以及 npm 包 attio-mcp(不是 attio-mcp-server)。需要 ATTIO_API_KEY 中的 Attio API 密钥,或 ATTIO_ACCESS_TOKEN 中的 OAuth 访问令牌,以及 Attio 工作区 ID。需要访问 Attio API 的网络。可选变量用于控制工具模式、日志和交易默认值。
安装
在 SourceWeft 中
- 打开 控制台中的 Attio MCP Server,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
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Attio MCP Server
[License: Apache 2.0] [npm version] [Node.js Version] [GitHub Release] [Ask DeepWiki] [npm provenance]
A comprehensive Model Context Protocol (MCP) server for Attio, providing complete CRM surface coverage. This server enables AI assistants like Claude and ChatGPT to interact directly with your entire Attio workspace through natural language—manage Deals, Tasks, Lists, People, Companies, Records, and Notes without falling back to raw API calls.
🎯 What is Attio MCP Server?
Transform your CRM workflows with AI-powered automation. Instead of clicking through multiple screens, simply ask Claude or ChatGPT to find prospects, update records, manage pipelines, and analyze your data using natural language commands.
🎉 v1.0.0 Milestone: Complete Attio CRM surface coverage with full ChatGPT Developer Mode integration.
"Find all AI companies with 50+ employees that we haven't contacted in 30 days and add them to our Q1 outreach list"
🚀 ChatGPT Developer Mode Integration
⚠️ Smithery Temporarily Unavailable: Smithery has changed their deployment model to require external hosting. We're working on Cloudflare Worker hosting for ChatGPT users. In the meantime, use Tier 4 (Cloudflare Worker) for ChatGPT/remote access.
ChatGPT Pro/Plus users can access the Attio toolset through natural language using a self-hosted Cloudflare Worker:
- 🔐 Built-in Approval Flows: MCP safety annotations auto-approve read operations, request approval for writes
- 🌐 OAuth Integration: Self-hosted OAuth via Cloudflare Worker deployment
- 💬 Natural Language CRM: Manage your entire Attio workspace through conversational AI
- 📖 Setup Guide: See ChatGPT Developer Mode docs and Cloudflare Worker Guide
✨ Core Features & Implementation Status
🎯 Universal Tools Architecture (19 Universal Operations)
Focused Tool Surface: Consolidated 40+ resource-specific tools into universal operations, then added scoped high-frequency write tools for safer company and deal updates.
- High Performance: 89.7% speed improvement with 227KB memory reduction (PR #483)
- Enterprise Quality: 97.15/100 production readiness score with zero breaking changes
- Clean Architecture: Complete production-test separation with mock factory pattern
- Structured Results: Every default tool advertises a validated output schema; see the result contract for list, member, diagnostic, and connector outputs, and the preceding sections for universal outputs and prose opt-out
- Scoped Tool Policy: Add scoped default tools only when the workflow is frequent, a generic write can mutate the wrong object class, and the scoped tool removes a model decision instead of merely renaming a universal call
📊 Feature Implementation Status
✅ Complete CRM Surface Coverage
- Companies: Search, Create, Update, Delete, Advanced Search, Relationship Search
- People: Search, Create, Update, Delete, Advanced Search, Relationship Search
- Deals: Full CRUD operations with intelligent field mapping and stage validation
- Tasks: Create, Update, Delete, Search with multi-assignee support
- Lists: Full CRUD operations, filtering, advanced filtering, entry management
- Notes: Create and list operations for all record types
- Records: Universal CRUD operations across all resource types
- Batch Operations: Create, Update, Delete with chunking and error handling
- Content Search: See the supported-input matrix for resource-specific limits
- Relationship Navigation: Bidirectional company↔person↔deal relationships
- Advanced Filtering: Sophisticated query capabilities with intelligent field mapping
📊 Company Management
- Universal Search: Find companies with
records_searchandrecords_search_advanced - Scoped Writes: Create and update companies with
companies_createandcompanies_update - Full CRUD: Create, read, update, and delete with universal record operations when a scoped tool is not available
- Relationship Discovery: Find companies through
records_search_by_relationship - Batch Operations: Process hundreds of companies with
records_batch - Detailed Information: Get contact, business, and social info with
records_get_info
👥 People Management
- Universal Contact Search: Find people by any criteria using universal search tools
- Relationship Tracking: Link people to companies with
records_search_by_relationship - Activity Timeline: Retrieve interaction metadata with
records_get_interactions - Advanced Filtering: Multi-attribute search with universal filtering
- Bulk Operations: Efficiently manage contacts with universal batch operations
📋 Lists & Pipeline Management (6 Tools + 8 Deprecated)
- Active Tools: 4 consolidated tools with auto-mode detection (Migration Guide)
list_entries_filter- Unified filtering with 4 modeslist_entries_manage- Unified entry management with 3 modeslist_entries_list- Retrieve list entriesrecords_get_list_memberships- Find record's list memberships
- List Configuration Tools (dedicated; universal
records_create/records_updaterejectresource_type: "lists"):lists_create- Create lists with first-class access controls:workspace_access(full-access|read-and-write|read-only|"null"for a private list) andworkspace_member_access(per-member grants). Omitting both access fields defaults the new list to workspace-wide full access; new lists must keep at least one full-access grantee.lists_update_configuration- Update name, custom fields, and the same access controls. Member-level grants can raise access above the workspace default but never lower it belowworkspace_access.- Errors distinguish
plan_gating(workspace plan does not support the requested access configuration) frompermission_failure(token/workspace permissions) andunsupported_input(malformed access config), each with a suggested next step.
- Pipeline Operations: Move deals through sales stages
- Smart Segmentation: Create and manage targeted contact lists
- Advanced Filtering: Complex multi-condition filtering with AND/OR logic
- Entry Management: Add, remove, and update list memberships
- Deal Tracking: Monitor opportunities and revenue pipeline
- Deal Defaults: Configurable default stage, owner, and currency for streamlined deal creation
- Scoped Deal Writes: Create and update deals with
deals_createanddeals_update
✅ Task Management
- Universal Task Operations: Create, update, and manage tasks with universal tools
- Record Linking: Associate tasks with any record type using
resource_typeparameter - Progress Tracking: Monitor completion with universal search and filtering
- Team Coordination: Streamline follow-ups with consistent universal operations
🔧 Advanced Capabilities
- Batch Processing: Handle bulk operations with error tracking
- Enhanced Filtering: Text, numeric, date, boolean, and relationship filters with timeframe search (Issue #475)
- Data Export: JSON serialization for integrations
- Real-time Updates: Live data synchronization with Attio
🧠 Claude Skills
Supercharge Claude's Attio knowledge with pre-built skills that prevent common errors and teach best practices.
Quick Start (solves "wrong field name" errors):
See Skills Documentation for complete setup and usage guides.
💬 Pre-Built Prompts (10 Prompts)
Intelligent shortcuts that help Claude work faster with your CRM data:
- Search & Find (5): people_search, company_search, deal_search, meeting_prep, pipeline_health
- Take Actions (4): log_activity, create_task, advance_deal, add_to_list with dry-run safety
- Research & Qualify (1): qualify_lead with automated web research and BANT/CHAMP frameworks
- Token-efficient: 300-700 tokens per prompt with consistent formatting
- Discoverable: Claude automatically suggests relevant prompts for your tasks
See Using Out-of-the-Box Prompts for detailed documentation and examples.
🎯 Using Out-of-the-Box Prompts
NEW: 10 pre-built MCP prompts for common Sales workflows. No setup required—just use them!
Available Prompts
Quick Examples
Universal Arguments
All read prompts support:
format:table|json|ids(default:table)fields_preset:sales_short|full(default:sales_short)verbosity:brief|normal(default:brief)
All write prompts support:
dry_run:true|false(default:false) - Preview changes without executing
Token Awareness Features
Prompts include built-in token optimization:
- Budget Guards: Prompts stay within token limits (people_search <500, qualify_lead <400)
- Dev Metadata: Set
MCP_DEV_META=truefor token counts in responses - Telemetry: Set
PROMPT_TELEMETRY_ENABLED=truefor usage logging - Configurable Limits: Override with
MAX_PROMPT_TOKENSenvironment variable
For complete prompt documentation, see docs/prompts/v1-catalog.md.
⚠️ Known Limitations & Important Notes
Current Limitations
- Field Parameter Filtering: Tasks endpoint
/objects/tasks/attributeshas limitations, handled with fallback patterns - Pagination: See the collection continuation contract for supported paths and bounded task results
API Compatibility
- Universal Tools: Primary interface (19 tools) - recommended for all new integrations
- Legacy clients: follow the migration guide for removed resource-specific tools and supported prior-default aliases
- Lists API: Fully functional with complete CRUD operations (contrary to some outdated documentation)
🤝 OpenAI MCP Compatibility
- Developer Mode Ready: Every tool now publishes MCP safety annotations (
readOnlyHint,destructiveHint) so OpenAI Developer Mode can auto-approve reads and request confirmation for writes. - Full Tool Access (Default): The complete catalogue is exposed by default; use MCP
tools/listfor the current inventory. Do NOT setATTIO_MCP_TOOL_MODEin Smithery configuration for full access. - Search-Only Mode: To restrict to read-only tools (
search,fetch,aaa-health-check), explicitly configureATTIO_MCP_TOOL_MODE: 'search'in Smithery dashboard when Developer Mode is unavailable.
Discovering What Tools Can Do (No Trial Calls)
Tool selection is answerable from static metadata, so a client does not have to guess by calling things and reading the errors.
capabilities_get(full mode only) publishes the permitted capability manifest: for every tool this server advertises, its input and output schemas plus the operation facts — action, resource types, read-only/destructive/ idempotent flags, whether a credential is required, pagination style and cap, and guidance on capability, boundaries, limits, and recovery.aaa-health-checkreturns the same manifest for its permitted set, projected to its operation sections, so a search-only client can see what it is allowed to use without widening its allowlist. Schema documents come fromcapabilities_getortools/list; the health payload says so incapabilities.projection.- Both are static: neither needs a credential nor calls Attio, and neither echoes credentials into output or logs.
A listed tool is configured, not granted. Authorization is still enforced on every call, so a manifest entry can still come back denied.
- Detailed Guide: See docs/chatgpt-developer-mode.md for environment variables, approval flows, and validation tips.
- User Documentation: See the ChatGPT Developer Mode docs for a complete walkthrough of approval flows and setup instructions.
Performance Considerations
- Batch Operations: Optimized with chunking, rate limiting, and error recovery
- Large Datasets: Compose supported collection pages using the continuation contract
- Rate Limiting: Built-in protection against API rate limits with exponential backoff
For detailed troubleshooting and solutions, see TROUBLESHOOTING.md and GitHub Issues.
🎯 Advanced Search Filters
Build powerful CRM queries with multi-criteria AND/OR filtering. See the Advanced Search Guide for complete examples and operator reference.
🚀 Installation
⚠️ IMPORTANT: Correct Package Name
The npm package name is
attio-mcp(notattio-mcp-server). The GitHub repository is namedattio-mcp-server, but the npm package was renamed toattio-mcpin June 2025. Installingattio-mcp-serverwill give you an outdated v0.0.2 release with only 4 legacy tools.
Client Compatibility
Choose your installation method:
- Most users: Use Tier 1 (Shell Installers) - one command, automatic setup
- Power users: Use Tier 2 (Manual) - full control over configuration
- ChatGPT/Teams/Enterprise: Use Tier 3 (Cloudflare Worker) - self-hosted, multi-user OAuth
Tier 1: Shell Installers
Best for: Developers who prefer local installations with automatic configuration.
One-command scripts that install attio-mcp and configure your client automatically.
Claude Desktop
Cursor IDE
Claude Code (CLI)
These scripts will:
- Install
attio-mcpnpm package globally (if needed) - Backup existing configuration files
- Prompt for your Attio API key
- Configure the MCP server for your client
- Print next steps and restart instructions
Tier 2: Manual Configuration
Best for: Power users who prefer full control or use unsupported clients.
Claude Desktop Manual Setup
Step 1: Install attio-mcp
Step 2: Find your config file
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Linux:
~/.config/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
Step 3: Add configuration
Step 4: Restart Claude Desktop completely (quit and reopen)
Cursor IDE Manual Setup
Step 1: Install attio-mcp
Step 2: Edit config file
Location: ~/.cursor/mcp.json
Step 3: Restart Cursor
Claude Code (CLI) Manual Setup
Option A: Using Claude CLI command (recommended)
Option B: Manual config edit
Edit ~/.claude/settings.json:
Building from Source
For development or custom deployments:
Run directly:
NPM Global Install
Tier 3: Cloudflare Worker (Remote Deployment)
Best for: Teams needing centralized OAuth, multi-user access, mobile access, or running MCP without local installation.
Deploy your own Attio MCP server on Cloudflare Workers with full OAuth 2.1 support.
Mobile Access: With a remote MCP server, you can use Attio tools from:
- ChatGPT mobile app (iOS/Android)
- Claude mobile app (iOS/Android)
- Any browser on any device
Cloudflare Worker Features
Quick Deploy
Client Configuration
After deployment, configure your client with your Worker URL:
- Claude.ai: Settings → Connectors → Add your Worker URL
- ChatGPT: Settings → Connectors → Developer Mode → Add Worker URL
See Cloudflare Worker Deployment Guide for:
- Complete OAuth 2.1 setup with Attio
- Token encryption configuration
- Production deployment checklist
- Troubleshooting guide
🆕 What's New in v1.4.0
Major Features
- 🎯 Workspace Schema Skill Generator (#983) - Auto-generate Claude Skills from your Attio workspace schema for error-free field names and options
- 🔍 Select-field Transformer (#1019) - Case-insensitive matching, partial matching, and UUID pass-through for select/status fields
- 🛠️ Attio Skill Generator Meta-skill (#1020) - Meta-skill for automatic workspace documentation
- 📚 Universal Usage Guide Skill (#1018) - Hand-crafted workflow patterns and error prevention
- ⚙️
records_get_attribute_optionstool (#975) - Get valid options for select/status fields with enhanced error messages - 📞 Phone validation (#951) - Built-in phone number validation support
- ⏱️ Configurable option fetch delay - Rate limiting control via
--option-fetch-delayflag
Major Enhancements
- 🏷️ MCP-compliant tool naming (#1039) - All tools now use
snake_case, verb-first naming (old names work via aliases until v2.0.0) - 🎨 Custom object display names (#1017) - Fetch display names directly from Attio API
- 📖 Split integration patterns (#1023) - Progressive discovery patterns by use case
- 💡 Enhanced attribute error messages (#975) - Levenshtein distance suggestions for typos
Critical Fixes
- 📝 Note content line breaks preserved (#1052)
- 👤 People search "Unnamed" display fixed (#1051)
- ✅ Select field persistence (#1045)
- 🔗 Record-reference auto-transformation (#997)
- 📊 Multi-select array auto-transformation (#992)
- 🛡️ Complex attribute validation (#991)
- ⚠️ Field persistence false warnings (#995)
- 📦 SDK dependency pinning (#1025)
- 💼 Deal stage/UTM validation (#1043)
- 📍 Location field auto-normalization (#987)
Internal Improvements
- Tool alias system refactoring (#1041) - Type-safe constants with pattern-based generation
- Strategy Pattern for CRUD error handlers (#1001)
- Consolidated metadata fetching (#984)
- UniversalUpdateService modularization (#984)
- Select transformation type rename (#1055) -
select_title_to_arrayfor clarity
Tool names
The server advertises one resource-first catalog. search, fetch, and aaa-health-check are unchanged.
Prior default-catalog names still call the same tool through v2.x. They are not listed in tools/list, they do not change arguments, and MCP_DISABLE_TOOL_ALIASES=true makes them fail. They are removable in v3.0.0. Names that were never that default catalog, including search-records, create-record, and records_search_batch, fail immediately.
The full map is MIGRATION-GUIDE.md and src/constants/tool-names.ts.
⚡ Quick Start
Prerequisites
- Node.js (v18 or higher)
- Attio API Key (Get one here) or OAuth access token
- Attio Workspace ID
🔐 Authentication Options
The server supports two authentication methods—both use the same Bearer token scheme:
Note: If both are set,
ATTIO_API_KEYtakes precedence.OAuth Users: For detailed setup including PKCE flow and token refresh, see OAuth Authentication Guide.
1. Set Environment Variables
2. Test the Installation
3. 🎯 CRITICAL: Configure Field Mappings
The MCP server uses field mapping files to translate between natural language and Attio's API field names. This configuration is essential for proper operation.
Quick Setup
Configuration Files (in configs/runtime/mappings/)
default.json- Standard Attio CRM fields (loaded first, don't edit)sample.json- Examples with custom field templates (copy from this, not used at runtime)user.json- YOUR workspace-specific overrides (merged on top of default.json)
💡 Key Insight:
user.jsonis merged on top ofdefault.json, so only include overrides and additions. Don't duplicate mappings that already exist indefault.json.
How Configuration Merging Works
The MCP server loads configuration in this order:
default.json- Contains all standard Attio fields (Name, Description, Team, etc.)user.json- Your custom additions/overrides are merged on top
Example: If default.json has "Name": "name" and your user.json also has "Name": "name", that's wasted tokens. Only include fields that are:
- New custom fields (not in default.json)
- Different mappings (overriding default behavior)
Optimized user.json Example
✅ Good: Only custom/override fields
❌ Wasteful: Duplicating standard fields from default.json
⚠️ Without proper mapping configuration, the MCP server may not work correctly with your custom fields and lists.
Next: Verify your field mappings work by testing with Claude:
4. Configure Claude Desktop
Add to your Claude Desktop MCP configuration:
Finding Required IDs
Deal Owner Email (for deal owner defaults):
The ATTIO_DEFAULT_DEAL_OWNER should be set to the email address of the workspace member who should own new deals by default. This is typically your own email address or the email address of your sales team lead.
Note: The system will automatically resolve email addresses to workspace member references when creating deals.
Deal Stages:
Deal stages are specific to your workspace. Check your Attio workspace settings or use the discover-attributes command to find available stages for deals.
🌟 Example Use Cases
For Sales Teams
For Marketing Teams
For Customer Success
For Data Operations
🔐 Security & Privacy
- Secure API Authentication: Industry-standard API key authentication
- No Data Storage: Direct API passthrough with no local data retention
- Open Source: Full transparency with Apache 2.0 license
- Optional On-Premises: Deploy in your own infrastructure
- npm Provenance: Published with Sigstore provenance — every release is cryptographically linked to the GitHub Actions build and source commit
Supply Chain Verification
This package is published with npm provenance, creating a verifiable chain from source code to published artifact. Verify a release:
For maximum supply chain protection, install with pnpm v10+ which enforces:
trustPolicy: no-downgrade— blocks versions published with weaker credentials than prior versionsminimumReleaseAge— cooldown period before new versions can be installed
📚 Documentation
Comprehensive documentation is available in the docs directory:
Universal Tools (Recommended)
⚠️ Note: Universal tools documentation is currently being updated to match the latest implementation. Use the API directly or check the source code for the most accurate interface definitions.
- API Overview - High-level API concepts and patterns
- Universal Tools Source - Current implementation reference
- Tool Schemas - Parameter definitions and validation
Getting Started
Configuration
- Warning Filter Configuration - Understanding cosmetic vs semantic mismatches, ESLint budgets, and suppression strategies
- Field Verification Configuration - Field persistence verification and validation settings
- Search Scoring Configuration - Environment variables for relevance scoring, caching, and operator validation
API Reference
📋 Implementation Status: These docs describe the Attio API endpoints. For MCP tool usage, refer to universal tools documentation above.
- API Overview - General Attio API concepts
- Companies API - Company record endpoints ✅ Fully Implemented via Universal Tools
- People API - Person record endpoints ✅ Fully Implemented via Universal Tools
- Lists API - List management endpoints ✅ Fully Implemented
- Notes API - Notes endpoints ✅ Basic Implementation
- Tasks API - Task endpoints ✅ Implemented via Universal Tools
Advanced Topics
- Batch Operations - Bulk operations ✅ Implemented with chunking
- Advanced Filtering - Complex queries ✅ Implemented
- Error Handling - Error patterns ✅ Enhanced error handling
- Extending MCP - Customization guide
Deployment
🛠 Development
MCP SDK compatibility
The shared server uses exact 2.3.1 releases of @modelcontextprotocol/server
and @modelcontextprotocol/core. Types and protocol errors come from the server
package; runtime Zod protocol schemas come from core. The reusable
createServer(context?) factory returns the SDK's low-level Server. The CLI
connects it to StdioServerTransport from @modelcontextprotocol/server/stdio.
This retains the legacy initialize/serve flow; upgrading packages does not
activate protocol revision 2026-07-28.
The v2 client is pinned for tests. The v1 SDK remains a development dependency
for older-client compatibility tests, and the existing Worker transport retains
its optional legacy peer until its transport migration. Neither is a second
runtime owner in the shared server. Domain result schemas, connector content,
and nonretryable uncertain-write results are unchanged. Invalid tool parameters
now receive the SDK's InvalidParams (-32602) protocol error.
After restoring dependencies, build before running the SDK compatibility suite:
This suite exercises the built CLI with both SDK client generations, the public library export, and the Worker's built shared-module imports against local HTTP fixtures. After restoring the example's locked development dependencies, also run:
The separate Worker check uses its locked Wrangler/Miniflare toolchain and the
example's 2024-12-01 compatibility date with nodejs_compat. It builds a temporary
bundle and exercises workerd locally: missing/invalid session denial, authorized
legacy initialization/discovery, output schemas, and an uncertain delete sent
exactly once to an intercepted upstream. No credentials or live CRM access are
needed. Neither check certifies modern protocol serving or a production deployment.
See the official v2 migration guide.
Setup Development Environment
Smithery CLI Development
For local development and testing with Smithery Playground:
See docs/deployment/smithery-cli-setup.md for detailed Smithery CLI development setup.
Testing
For E2E/integration tests, create .env with your ATTIO_API_KEY. See the Testing Guide for detailed setup.
Available Scripts
🤝 Contributing
We welcome contributions! Please see our Contributing Guidelines for details on:
- Adding new tools and features
- Improving documentation
- Reporting bugs and requesting features
- Testing and quality assurance
📈 What's Next?
This initial release provides a solid foundation for CRM automation.
🔗 Links
- NPM Package: https://www.npmjs.com/package/attio-mcp
- GitHub Repository: https://github.com/kesslerio/attio-mcp-server
- Issues & Support: https://github.com/kesslerio/attio-mcp-server/issues
- Releases: https://github.com/kesslerio/attio-mcp-server/releases
- Attio Documentation: https://developers.attio.com/
📄 License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
Original Work Attribution: This project is based on initial work by @hmk under BSD-3-Clause license, with substantial modifications and enhancements by @kesslerio. The original BSD license notice is preserved in the LICENSE file as required.
Ready to transform your CRM workflow? Install Attio MCP Server today and experience the future of CRM automation with AI!
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0版本历史
1- v1.7.0最新Sep 16, 2026
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