The library

Everything we index — ranked by what works, never by stars.

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Analyze MLB player stats and performancemcp_serverDataL2
mlb-mcp · Sports analytics agents analyzing player performance and game outcomes.
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Check food safety compliance automaticallymcp_serverLegalOpsL2
panko-food-safety · Food safety compliance checking across US federal and municipal sources.
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Access Canadian economic data directlymcp_serverDataFinanceL2
statscan-mcp · Canadian economic and demographic research using official government data.
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Get real-time weather for flight planningmcp_serverOpsL2
thinkzone · Flight planning and severe weather alerting for US aviation.
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Manage Microsoft 365 at scale with Graph APImcp_serverOpsEngineeringL2
ms-365-mcp-server · Enterprise agents managing email, calendars, Teams, SharePoint with fine-grained control.
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Generate personalized nutrition and meal plansmcp_serverProductivitySupportL2
nutribalance-mcp · Health/fitness agents providing quick nutrition coaching and meal planning.
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Expose any REST API to AI without codingmcp_serverEngineeringL2
openapi-mcp-generator · Quickly exposing any REST API to MCP clients without manual coding.
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Track hiring patterns and team expansionmcp_serverHRSalesL2
talnexis · Unable to determine - artifact body truncated at 6000 chars.
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Gate AI agent access with verification puzzlesmcp_serverEngineeringL2
mcp · Unable to determine - artifact body truncated at 6000 chars.
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Validate vulnerabilities and breach riskmcp_serverLegalEngineeringL2
contrastapi · Security-aware AI agents validating vulnerabilities, domain posture, and breach risk in real time.
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Automate Chrome browser workflowsmcp_serverEngineeringL2
chrome-devtools-mcp · Coding agents automating browser workflows, debugging network issues, and analyzing performance traces.
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Trace MCP servers with OpenTelemetrymcp_serverEngineeringL2
autotel-mcp-instrumentation · MCP servers requiring OpenTelemetry observability without modifying handler code.
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Secure MCP servers from injection attacksmcp_serverEngineeringL2
mcp-secure-server · Production MCP servers handling untrusted agent inputs where defense-in-depth security is required.
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Query and manage SQL Server databasesmcp_serverEngineeringDataL2
mssql-mcp · Enterprise agents working with SQL Server data pipelines where direct database access is safer than APIs.
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Research with real-time web citationsmcp_serverMarketingSalesL2
mcp-server · AI agents requiring real-time web research with fact-checking and citation grounding.
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Search web with AI summaries and rich resultsmcp_serverMarketingSalesL2
brave-search-mcp-server · Search-heavy workflows needing rich result types (images, videos, local, news) with AI summaries.
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Crawl and index web content flexiblymcp_serverMarketingDataL2
exa-mcp-server · Web research and content extraction requiring flexible crawling depth and live indexing.
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Track Singapore transit and traffic real-timemcp_serverOpsL2
mcp-ltadatamallsg · Singapore-based transportation and mobility agents needing real-time bus, MRT, and traffic data.
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Lint code violations automaticallymcp_serverEngineeringL2
mcp · Code quality agents integrating linting feedback into IDE-based AI code review workflows.
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Automate Heroku app deployments and scalingmcp_serverEngineeringL2
mcp-server · Platform engineers automating Heroku app lifecycle (deploy, scale, config) via AI agents.
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Discover pre-built UI componentsmcp_serverEngineeringProductL2
mcp · Discovering and integrating pre-built Magic UI components into LLM workflows
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Generate and edit diagrams visuallymcp_serverProductMarketingL2
mcp · Generating and editing visual diagrams from structured data in AI conversations
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Scan code for security vulnerabilitiesmcp_serverEngineeringL2
mcp · Automated security scanning within AI-assisted code generation workflows
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Integrate feature flags into AI workflowsmcp_serverProductEngineeringL2
mcp · Integrating feature flag management and A/B test data into AI decision workflows
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Query persistent memory knowledge basemcp_serverEngineeringL2
supermemory · Powering semantic search and document recall in AI agents with persistent memory
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Query Google Cloud logs and tracesmcp_serverEngineeringOpsL2
observability-mcp · Troubleshooting and understanding Google Cloud infrastructure from natural language queries
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Debug and inspect MCP servers interactivelymcp_serverEngineeringL2
mcp-cli · Debugging and exploring MCP servers during development or integration
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Automate Hostinger domain and DNS managementmcp_serverOpsEngineeringL2
hostinger-api-mcp · Automating Hostinger infrastructure management and DNS updates in AI workflows
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Integrate SmartBear QA and testing toolsmcp_serverEngineeringProductL2
mcp · Integrating test management, defect tracking, and API design into AI-assisted development
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Sync AI tasks with Shortcut project managementmcp_serverOpsProductL2
mcp · Syncing AI-generated tasks and code with Shortcut project management
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Automate forum content and moderationmcp_serverMarketingOpsL2
mcp · Automating forum content creation, moderation, and knowledge base updates
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Orchestrate isolated code execution environmentsmcp_serverEngineeringOpsL2
api-client · Building agentic devbox orchestration systems that run code in isolated, managed environments.
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Query Malaysian government statisticsmcp_serverDataL2
seahboonkeong-chat-opendosm · Malaysian-specific data analytics and government statistics integration for regional AI apps.
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Compare products across regional marketplacesmcp_serverSalesDataL2
mcp-server · E-commerce recommendation and shopping agents comparing products across Asian and US markets.
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Generate reproducible synthetic market datamcp_serverFinanceDataL2
causal-mcp · Quantitative research and stress testing with reproducible market simulation datasets.
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Verify Bitcoin wallets and transaction riskmcp_serverFinanceL2
wallet-intelligence · Bitcoin transaction verification, wallet risk assessment, and on-chain identity in crypto agents.
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Emit signed attribution for tool callsmcp_serverLegalOpsL2
mcp · Attribution tracking and accountability in tool-call chains for auditable AI agent systems.
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Sync AI agents with collaborative workspacesmcp_serverOpsEngineeringL2
affine-mcp-server · Collaborative knowledge workspaces where agents read/write documents and manage teams.
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Serve MCP tools with React UImcp_serverEngineeringL2
server-basic-react · Building MCP tools with rich, linked React UIs that react-to-user interactions.
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Adapt command registries to MCP protocolmcp_serverEngineeringL2
memento-server · Adapting existing command registries to the MCP protocol without rewriting core logic.
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Query relational data safely via agentsmcp_serverDataOpsL2
read-only-mysql-mcp-server · Safe agent access to structured relational data with query-level read-only enforcement.
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Render 3D visualizations in MCP appsmcp_serverProductEngineeringL2
server-threejs · Immersive 3D visualization in MCP apps using WebGL-accelerated Three.js rendering.
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Standardize AI-to-tool communicationmcp_serverEngineeringL2
sdk · Standardizing bidirectional AI ↔ tool communication across IDE, desktop, and API clients.
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Standardize AI-to-tool communicationmcp_serverEngineeringL2
mcp · Standardizing bidirectional AI ↔ tool communication across IDE, desktop, and API clients.
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Search Buddhist canonical textsmcp_serverDataL2
tripitaka-mcp · Buddhist scholarship, comparative religion research, and sutra-based retrieval systems.
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Visualize and analyze geographic datamcp_serverDataOpsL2
server-map · Geospatial analysis and map-based workflows where agents need interactive map visualization.
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Access Tencent SDK without context-switchingmcp_serverEngineeringL2
sdk-mcp · Tencent Cloud developers in Cursor who need live SDK language bindings and API reference without context-switching.
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Debug VoIP call flows instantlymcp_serverOpsEngineeringL2
sipflow · VoIP engineers troubleshooting call failures who want instant RFC-compliant ladder rendering without uploading sensitive traces.
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Parse documents into structured elementsmcp_serverDataEngineeringL2
unstructured-client · When you need reliable document partitioning with a managed API and want MCP integration for AI workflows.
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Automate multi-account email at scalemcp_serverSalesMarketingL2
email-mcp · Multi-account email automation with AI triage and real-time inbox watching across GMail, Outlook, and indie hosts.
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