The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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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.
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.
Render 3D visualizations in MCP appsmcp_serverProductEngineeringL2
server-threejs · Immersive 3D visualization in MCP apps using WebGL-accelerated Three.js rendering.
Standardize AI-to-tool communicationmcp_serverEngineeringL2
sdk · Standardizing bidirectional AI ↔ tool communication across IDE, desktop, and API clients.
Standardize AI-to-tool communicationmcp_serverEngineeringL2
mcp · Standardizing bidirectional AI ↔ tool communication across IDE, desktop, and API clients.
Search Buddhist canonical textsmcp_serverDataL2
tripitaka-mcp · Buddhist scholarship, comparative religion research, and sutra-based retrieval systems.
Visualize and analyze geographic datamcp_serverDataOpsL2
server-map · Geospatial analysis and map-based workflows where agents need interactive map visualization.
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.
Gate MCP tools with cost and risk metadatamcp_serverEngineeringOpsL3
adapter-mcp · When wrapping MCP tools with agent cost/risk metadata for tool selection and confirmation workflows.
Debug VoIP call flows instantlymcp_serverOpsEngineeringL2
sipflow · VoIP engineers troubleshooting call failures who want instant RFC-compliant ladder rendering without uploading sensitive traces.
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.
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.
Deploy stateless MCP servers on edgemcp_serverEngineeringOpsL3
mcp-http · Running an MCP server as stateless HTTP on edge infrastructure with pluggable OAuth 2.1 backends (no session storage).
Build lightweight schema-agnostic MCP serversmcp_serverEngineeringL2
tmcp · Building lightweight MCP server code with pluggable validation libraries and minimal dependencies.
Monetize MCP servers with per-tool pricingmcp_serverOpsFinanceL3
paygate-mcp · Monetizing an MCP server with fine-grained per-tool pricing, ACL, quotas, and real-time audit trail.
Deploy private MCP to Claude mobilemcp_serverEngineeringOpsL3
remote-mcp-cloudflare · Exposing a private MCP server to Claude mobile and Claude Desktop with OAuth 2.1 + email-based access control.
Detect unintended UI changes automaticallymcp_serverProductEngineeringL3
testsprite-mcp · Automated visual regression testing with MCP integration for detecting unintended UI changes in CI.
Reuse MCP tool patterns without boilerplatemcp_serverEngineeringL2
mcp-tools · Reusing common MCP tool patterns without reimplementing boilerplate across servers.
Scaffold new MCP servers from templatesmcp_serverEngineeringL2
mcp-server · Quick scaffolding of a new MCP server when starting from scratch.
Access 39+ pay-per-call agent APIs on-chainmcp_serverEngineeringOpsL3
mcp · AI agents needing pay-per-call access to 39+ APIs (patents, sanctions, structured data extraction, gas oracle) with on-chain settlement.
Discover components from live Storybook docsmcp_serverEngineeringProductL2
mcp · AI agents discovering and learning about component libraries from live Storybook documentation.
Manage Stripe payments via AI agentsmcp_serverEngineeringOpsL2
mcp · Integrating Stripe payment operations into AI agents with permission control via Restricted API Keys.
Instant Jamf docs access during troubleshootingmcp_serverOpsL2
jamf-docs-mcp-server · Jamf administrators and developers needing instant access to official docs during troubleshooting or setup.
Generate TypeScript clients from OpenAPI specsmcp_serverEngineeringL2
mcp · Backend developers automating type-safe API client generation from OpenAPI contracts.
Build production MCP servers with audit controlsmcp_serverEngineeringL3
mcp-server · MCP server developers needing production-hardened scaffolding with audit, metrics, and role-based access control.
Earn yield on idle agent USDC depositsmcp_serverFinanceOpsL3
clicks-protocol · AI agents managing autonomous commerce that need non-custodial yield on idle USDC without lockup.
Route logistics with real-time geospatial analysismcp_serverOpsProductL2
mcp-server · AI travel assistants and logistics optimizers that need real-time routing and geospatial analysis.
Implement Figma designs in one shotmcp_serverEngineeringProductL2
figma-developer-mcp · Cursor and other AI IDEs that need clean, simplified design metadata to one-shot accurate component implementations.
Execute on-chain transactions without embedded keysmcp_serverEngineeringOpsL2
mcp-server · Agents executing on-chain operations that need non-custodial Phantom wallet integration without embedded keys.
Automate Redmine issue creation and updatesmcp_serverOpsProductL2
redmine-mcp-server · Teams using Redmine that want AI-assisted issue creation, updates, and project management.
Automate privacy impact assessmentsmcp_serverLegalOpsL2
mcp-server-assessment · Privacy engineers automating compliance assessments via AI without manual form filling.
Manage user consent at scalemcp_serverLegalOpsL2
mcp-server-consent · Privacy teams automating user consent updates and preference management at scale.
Govern workspace access and permissionsmcp_serverOpsL2
mcp-server-admin · Privacy ops teams automating access control and workspace governance.
Access SAP CAP data in AI agentsmcp_serverEngineeringOpsL2
mcp-server · SAP developers integrating CAP-CMS data access into AI agents.
Automate GDPR and CCPA data requestsmcp_serverLegalL2
mcp-server-dsr · Legal/privacy teams automating GDPR and CCPA data subject request fulfillment.
Build multi-step compliance workflowsmcp_serverLegalOpsL2
mcp-server-workflows · Privacy teams automating multi-step compliance workflows without custom coding.
Maintain data inventories for privacy governancemcp_serverLegalOpsL2
mcp-server-inventory · Privacy teams maintaining data inventories and performing data impact assessments.
Manage user privacy preferences at compliance scalemcp_serverLegalL2
mcp-server-preferences · GDPR/CCPA privacy compliance workflows managing user preference data.
Query blockchain data and token pricesmcp_serverFinanceProductL2
mcp-server · DeFi agents querying token prices, NFT ownership, and transaction history.
Manage Elastic Stack dashboards and reportsmcp_serverDataOpsL2
mcp-server-kibana · Observability agents managing Elastic Stack dashboards and reports.
Integrate any REST API with MCPmcp_serverEngineeringL2
openapi-mcp-server · Generic REST API integration when OpenAPI specs are available.
Scan data for PII and sensitive classificationmcp_serverOpsL2
mcp-server-discovery · Data governance workflows detecting PII and classifying sensitive data.
Detect token scams before tradingmcp_serverFinanceL2
token-safety · DeFi safety agents detecting scams and honeypot tokens before trades.
Query and manage accounting invoicesmcp_serverFinanceL2
xero-mcp-server · Accounting automation agents querying and managing invoices.
Bridge Claude with OpenAI Codexmcp_serverEngineeringL2
codex-mcp-server · Claude integration with OpenAI Codex for AI-powered code analysis.
Manage headless CMS content entriesmcp_serverMarketingL2
mcp-server · Headless CMS workflows managing content entries and assets.
Query Indonesian weather datamcp_serverOpsL2
bmkg-id · Weather and geospatial queries specific to Indonesia regions.
Read and manage email messagesmcp_serverProductivityL2
agentmail-mcp · Email-aware agents reading and managing messages programmatically.
Search enterprise knowledge basemcp_serverOpsL2
local-mcp-server · Enterprise knowledge search across internal wikis and documents.
Query pipeline and build statusmcp_serverEngineeringL2
mcp-server-circleci · CI/CD automation agents querying pipeline and build status.