Best CrewAI MCP Servers
CrewAI is a framework for orchestrating role-playing autonomous AI agents designed to enable collaborative task completion through specialized roles and structured workflows.
Why this server?
Provides web scraping capabilities to CrewAI agents, allowing them to fetch live web data, extract structured information, and capture screenshots as part of their workflows.
AlicenseAqualityBmaintenanceGives AI assistants real-time access to web data with the ability to scrape any website, bypass anti-bot systems, extract structured data, and capture screenshots through enterprise-grade infrastructure.2696 npm14ISCWhy this server?
Allows CrewAI agents to integrate the server's 35+ tools for tasks like NFT card grading and Monte Carlo price simulations.
AlicenseAqualityAmaintenanceTCG oracle as an MCP server: 22 focused tools. Search 455K+ trading cards, live market snapshots, AI grading and grade-or-not decisions, conformal-calibrated price forecasts with a public accuracy scorecard, card-collateral loan terms, fantasy and sports souls leagues. Every root proven on-chain. Same tools as the hosted endpoint at mcp.the-undesirables.com, over stdio; no keys.8223Business Source 1.1Why this server?
Enables CrewAI agents to manage treasury operations, including balance inquiries, transfers, and spending limits, through MCP tools.
AlicenseAqualityCmaintenanceProvides AI agents with a wallet and autonomous payment capabilities using stablecoins, enabling seamless micropayments and financial operations with under 5-second settlement on Hedera.4025 npm4MITWhy this server?
Provides integration for CrewAI agents, allowing observability of LLM calls within CrewAI workflows.

spanlens-mcpofficial
AlicenseAqualityCmaintenanceMCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).713MITWhy this server?
Integrates with CrewAI agents to maintain persistent memory across tasks, allowing contextual recall and trust-scored memories.

synapse-layerofficial
AlicenseBqualityAmaintenanceMCP-native persistent memory for AI agents. Stores and retrieves encrypted memories with Trust Quotient scoring, cross-agent handover protocol, and immutable audit trail. 13 tools. Remote endpoint available.1375 PyPI13Apache 2.0Why this server?
Provides an integration for CrewAI, allowing AI agents to send and receive emails via Dead Simple Email.
AlicenseAqualityCmaintenanceProvides AI agents with real email infrastructure, enabling them to create inboxes, send/receive messages, and extract verification codes from incoming mail.14MITWhy this server?
Allows CrewAI agents to convert files, HTML, and Markdown to PDF as part of their workflows.

FileToPDF MCP serverofficial
AlicenseAqualityFmaintenanceEnables conversion of files, HTML, and Markdown to PDF through natural language, using the FileToPDF API.440 npm2MITWhy this server?
Adapter for CrewAI to coordinate shared state and prevent lost updates or stale reads across agents.
AlicenseAqualityAmaintenanceCoherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and retries. Single-host, TLA+-verified.6156 PyPI11Apache 2.0Why this server?
Allows CrewAI agents to programmatically manage USDC deposits, yield routing to Aave and Morpho, and monitor agent team TVL milestones.

Clicks Protocolofficial
AlicenseAqualityCmaintenanceAutonomous DeFi yield for AI agents on Base. Query APY rates, agent status, payment splits, and referral stats. 4 read-only tools + 1 resource.92MIT