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
untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→untested★0→
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.
Run parallel multi-agent sessionsmcp_serverEngineeringL3
agent-orchestrator-mcp-server · Running multiple Claude agents in parallel with full lifecycle management and transcript persistence.
Execute Zapier integrations from Claudemcp_serverOpsL2
zapier-sdk-mcp · Triggering Zapier integrations and managing Zapier tables from Claude when Zapier is your no-code automation layer.
Query Retell voice call transcriptsmcp_serverSupportL2
mcp-server · Querying Retell voice call transcripts when Retell is your voice AI platform.
Observe and debug LLM tracesmcp_serverEngineeringL2
mcp-server · Observing and debugging LLM traces, managing prompt versions, and running scenario evaluations.
Manage infrastructure secrets via Dopplermcp_serverEngineeringL2
mcp-server · Managing infrastructure secrets from Claude when Doppler is your secrets source-of-truth.
Live edit Godot game scenes and scriptsmcp_serverEngineeringL3
godot-mcp-server · Live Godot editor manipulation from Claude with real-time scene/script sync and interactive dependency visualizer.
Query Tencent Cloud infrastructure logsmcp_serverOpsL2
cls-mcp-server · Querying Tencent Cloud infrastructure logs from Claude when you deploy on Tencent.
Trigger Linkup workflow orchestrationmcp_serverOpsL2
linkup-mcp-server · Triggering Linkup workflow orchestration from Claude when Linkup is your automation backbone.
Broadcast content across social accountsmcp_serverMarketingL2
mcp-server · Broadcasting to multiple social accounts simultaneously from Claude.
Create Google Calendar eventsmcp_serverProductivityL2
google-calendar-mcp · Creating calendar events from Claude when Google Calendar is your scheduling source-of-truth.
Manage infrastructure deployments via diviopsmcp_serverEngineeringL2
mcp-server · Managing infrastructure deployments from Claude when diviops is your IaC tool.
Automate GitLab projects and CI/CDmcp_serverEngineeringL2
gitlab-mcp-server · Managing GitLab projects and CI/CD from Claude when GitLab is your VCS and CI/CD platform.
Query cross-dataset geographic datamcp_serverDataL2
daedalmap · When you need cross-dataset geographic queries (disasters, FX, demographics) with a unified loc_id key and don't mind eventual consistency on paid packs.
Access 450+ SaaS tool endpointsmcp_serverOpsL2
mcp-server · When you need access to a huge catalog of SaaS APIs and want agents to remember context across sessions without managing separate integrations.
Research US bank financials and peersmcp_serverFinanceL2
fdic-mcp-server · When you need to research US bank financials, failures, or peer comparisons and want a stable, citation-ready tool surface over FDIC data.
Manage local item snapshots and sharesmcp_serverL2
mcp-server · When you want a local screenshot/item retrieval system with public share links and need SSE transport for browser compatibility.