The library

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

untested
Handle file uploads and media transformationmcp_serverOpsL2
mcp-server · File upload and media transformation workflows (image/video).
untested
Execute Postman API operationsmcp_serverEngineeringL2
postman-mcp-server · Use when agents need to dynamically test APIs or keep code synchronized with Postman collections.
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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.
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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.
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Manage full Jira issue lifecyclemcp_serverOpsL2
jira-mcp-server · Use when agents need full issue lifecycle management including attachments and custom field metadata.
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Manage serverless Redis and queuesmcp_serverEngineeringL2
mcp-server · Use when agents need serverless Redis or message queue operations with automatic scaling.
untested
Access secure vault secrets locallymcp_serverOpsL2
mcp-server · Use ONLY on local machines when agents need secure credential access with OS password dialog.
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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.
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Navigate code definitions semanticallymcp_serverEngineeringL2
lsp-mcp-server · Use as primary tool for code navigation over Grep — provides semantic accuracy across monorepos.
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Fetch live Svelte documentationmcp_serverEngineeringL2
svelte-llm-mcp · Use when agents need latest Svelte/SvelteKit syntax without stale docs in training data.
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Manage backlog stories in Elixiummcp_serverProductL2
mcp-server · Use when agents need to manage backlog stories directly from editor.
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Track real-time flight schedulesmcp_serverOpsL2
variflight-mcp · Use when agents need live flight tracking and schedule information.
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Automate TouchDesigner parametersmcp_serverEngineeringL2
touchdesigner-mcp-server · Use when agents need to automate TouchDesigner parameter changes.
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Execute remote commands over SSHmcp_serverEngineeringL2
ssh-mcp-server · Use when agents need execute remote commands with command security controls.
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Manage hosting resources and deploymentsmcp_serverEngineeringL2
mcp-server · Use when agents need manage hosting resources via OAuth.
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Manage Enfyra instance from Claudemcp_serverOpsL2
mcp-server · Use when agents need manage Enfyra via Claude Code.
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Automate GitHub Projects workflow statesmcp_serverEngineeringL2
ralph-hero-mcp-server · Managing GitHub issues through workflow states in Claude without shelling out to gh CLI.
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Sync Qase test execution and defectsmcp_serverEngineeringL2
mcp-server · Syncing test execution and defect data from Qase into Claude workflows.
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Access kintone database recordsmcp_serverOpsL2
mcp-server · Accessing kintone database as your structured data layer from Claude.
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Run parallel multi-agent sessionsmcp_serverEngineeringL3
agent-orchestrator-mcp-server · Running multiple Claude agents in parallel with full lifecycle management and transcript persistence.
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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.
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Query Retell voice call transcriptsmcp_serverSupportL2
mcp-server · Querying Retell voice call transcripts when Retell is your voice AI platform.
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Observe and debug LLM tracesmcp_serverEngineeringL2
mcp-server · Observing and debugging LLM traces, managing prompt versions, and running scenario evaluations.
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Manage infrastructure secrets via Dopplermcp_serverEngineeringL2
mcp-server · Managing infrastructure secrets from Claude when Doppler is your secrets source-of-truth.
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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.
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Query Tencent Cloud infrastructure logsmcp_serverOpsL2
cls-mcp-server · Querying Tencent Cloud infrastructure logs from Claude when you deploy on Tencent.
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Trigger Linkup workflow orchestrationmcp_serverOpsL2
linkup-mcp-server · Triggering Linkup workflow orchestration from Claude when Linkup is your automation backbone.
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Broadcast content across social accountsmcp_serverMarketingL2
mcp-server · Broadcasting to multiple social accounts simultaneously from Claude.
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Create Google Calendar eventsmcp_serverProductivityL2
google-calendar-mcp · Creating calendar events from Claude when Google Calendar is your scheduling source-of-truth.
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Manage infrastructure deployments via diviopsmcp_serverEngineeringL2
mcp-server · Managing infrastructure deployments from Claude when diviops is your IaC tool.
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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.
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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.
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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.
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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.
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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.
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Automate GitLab workflows cross-instancemcp_serverEngineeringL2
gitlab-mcp · When you need to automate GitLab workflows (MRs, pipelines, work items) with per-instance support and want schema filtered to what your tier actually supports.
untested
Create and search RemNote knowledge basemcp_serverProductivityL3
remnote-mcp-server · When you want agents to create and search your RemNote knowledge base and need two-component architecture (plugin + bridge) for browser compatibility.
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Analyze Vue design system componentsmcp_serverEngineeringL2
musea-mcp-server · When you have a Vue design system and want LLM-driven component analysis, variant generation, and token lookup without leaving the MCP interface.
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Control Platforma Desktop projectsmcp_serverEngineeringL3
pl-mcp-server · When you need agents to control a Platforma Desktop project directly (click, type, screenshot) rather than just calling APIs.
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Search Docusaurus documentationmcp_serverEngineeringL2
docusaurus-plugin-mcp-server · When your docs are in Docusaurus and you want agents to search them with a plugin that's built-in to your static site.
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Search versioned docs across npm PyPI GitHubmcp_serverEngineeringL2
docs-mcp-server · When you want version-specific, always-fresh documentation lookups across npm, PyPI, GitHub, and local files in a single tool.
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Sync development context across Claude Cursor Windsurfmcp_serverEngineeringL2
mcp-server · When you hop between Claude Code, Cursor, and Windsurf and want shared session context (decisions, blockers, work summary) everywhere.
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Query IoT devices via Cariot platformmcp_serverOpsProductL2
cariot-mcp-server · When you're querying Cariot IoT devices and want a simple REST API bridge in MCP form with per-request authentication.
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Compress webpages to token-optimized markdownmcp_serverEngineeringL2
compress-tokens · When you need to compress webpages to clean markdown for LLM context windows and want to save tokens on long articles.
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Identify code security vulnerabilities deterministicallymcp_serverEngineeringL2
mcp · When you want instant, proof-backed security findings in your IDE or CI without noise and prefer deterministic rules to ML models.
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Resolve global meeting times and overlapsmcp_serverOpsProductivityL2
mcp-server · When you need to resolve complex global meeting times, find overlaps, and handle DST correctly across participant time zones.
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Translate documents with industry terminology memorymcp_serverMarketingOpsL2
lara-mcp · Professional document translation with industry-specific terminology and memory support.
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Read edit wiki content across MediaWiki instancesmcp_serverOpsL2
nodemw-mcp-server · Reading and editing wiki content across Wikipedia and custom MediaWiki instances.
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Analyze large codebases with Gemini token windowmcp_serverEngineeringL2
gemini-mcp-tool · Analyzing large codebases and files using Google Gemini's massive token window.
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Debug production incidents with observability datamcp_serverEngineeringOpsL2
mcp-server · Debugging production incidents by accessing real observability data from Last9.
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