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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Build lightweight schema-agnostic MCP serversmcp_serverEngineeringL2
tmcp · Building lightweight MCP server code with pluggable validation libraries and minimal dependencies.
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.
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.
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.
Handle file uploads and media transformationmcp_serverOpsL2
mcp-server · File upload and media transformation workflows (image/video).
Execute Postman API operationsmcp_serverEngineeringL2
postman-mcp-server · Use when agents need to dynamically test APIs or keep code synchronized with Postman collections.
Analyze time-series data anomaliesmcp_serverDataL2
kusto-mcp-server · Use when you need to analyze time-series data or detect anomalies in Azure Data Explorer.
Audit LLM traces and experiment metricsmcp_serverEngineeringL2
langsmith-mcp-server · Use when you need to audit LLM traces, pull prompt templates, or compare experiment performance.
Manage full Jira issue lifecyclemcp_serverOpsL2
jira-mcp-server · Use when agents need full issue lifecycle management including attachments and custom field metadata.
Manage serverless Redis and queuesmcp_serverEngineeringL2
mcp-server · Use when agents need serverless Redis or message queue operations with automatic scaling.
Access secure vault secrets locallymcp_serverOpsL2
mcp-server · Use ONLY on local machines when agents need secure credential access with OS password dialog.
Manage stories and feature workflowsmcp_serverProductL2
targetprocess-mcp-server · Use when agents need to generate test cases, manage feature workflows or scope bugs from stories.
Navigate code definitions semanticallymcp_serverEngineeringL2
lsp-mcp-server · Use as primary tool for code navigation over Grep — provides semantic accuracy across monorepos.
Fetch live Svelte documentationmcp_serverEngineeringL2
svelte-llm-mcp · Use when agents need latest Svelte/SvelteKit syntax without stale docs in training data.
Manage backlog stories in Elixiummcp_serverProductL2
mcp-server · Use when agents need to manage backlog stories directly from editor.
Track real-time flight schedulesmcp_serverOpsL2
variflight-mcp · Use when agents need live flight tracking and schedule information.
Automate TouchDesigner parametersmcp_serverEngineeringL2
touchdesigner-mcp-server · Use when agents need to automate TouchDesigner parameter changes.
Execute remote commands over SSHmcp_serverEngineeringL2
ssh-mcp-server · Use when agents need execute remote commands with command security controls.
Manage hosting resources and deploymentsmcp_serverEngineeringL2
mcp-server · Use when agents need manage hosting resources via OAuth.
Manage Enfyra instance from Claudemcp_serverOpsL2
mcp-server · Use when agents need manage Enfyra via Claude Code.
Automate GitHub Projects workflow statesmcp_serverEngineeringL2
ralph-hero-mcp-server · Managing GitHub issues through workflow states in Claude without shelling out to gh CLI.
Sync Qase test execution and defectsmcp_serverEngineeringL2
mcp-server · Syncing test execution and defect data from Qase into Claude workflows.
Access kintone database recordsmcp_serverOpsL2
mcp-server · Accessing kintone database as your structured data layer from Claude.