Curated MCP Server Directory

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Everything MCP.

Connect any AI agent to MCP servers. One API. Growing directory of 76 integrations across 7 categories.

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Developer ToolsOAuth Safe

GitHub

Securely connect your AI agents to private and public GitHub repositories to write, review, and automate code workflows, pull requests, issues, and releases.

Search codebase and repositoriesCreate, review and merge pull requests
Setup GuideView Integration
Developer ToolsSecure API

GitLab

Orchestrate GitLab pipelines, manage merge requests, and perform secure code reviews inside private instances using Model Context Protocol.

Audit pipeline status and logsApprove and merge code modifications
Setup GuideView Integration
Developer ToolsOAuth Safe

Bitbucket

Allows autonomous agents to perform file modifications, check commits, and manage pull requests on Bitbucket Cloud or Server.

Integrate codebases into LLM workflowsCheck branch status
Setup GuideView Integration
Developer ToolsSecure API

Docker

Manage containers, inspect active Docker configurations, execute container commands, and troubleshoot local microservices instantly using natural language.

List active containers and resourcesRestart failing containers and check logs
Setup GuideView Integration
Developer ToolsSecure API

Kubernetes

Query Pods, Services, and Deployments in your Kubernetes clusters. Instantly debug server errors or deploy YAML configurations safely.

Extract pod crash logs for troubleshootingExamine deployment configurations
Setup GuideView Integration
Developer ToolsSecure API

Vercel

List Vercel deployments, check preview urls, trigger production builds, and retrieve site analytics directly inside code chats.

Monitor active production buildsRetrieve domain details and env vars
Setup GuideView Integration
Developer ToolsSecure API

Cloudflare

Manage Cloudflare DNS records, configure Page Rules, purge CDN caches, and monitor Worker scripts effortlessly with AI support.

Purge specific URL caches instantlyUpdate proxy DNS settings
Setup GuideView Integration
Developer ToolsSecure API

Sentry

Expose application errors, trace logs, and exception dumps to help AI models diagnose and repair application bugs in real-time.

Query top unresolved bugsExtract full stack traces
Setup GuideView Integration
Developer ToolsSecure API

Postman

Expose Postman collections, run automated test suites, and validate active HTTP configurations inside LLM workspaces.

Run endpoint tests on stagingLoad dynamic schemas for testing
Setup GuideView Integration
Developer ToolsSecure API

SonarQube

Expose code quality audits, security vulnerabilities, and code smell warnings directly to autonomous development agents.

Audit security coverageRetrieve quality gate indicators
Setup GuideView Integration
Developer ToolsSecure API

CircleCI

Expose pipeline statuses, retry failed tests, and automate continuous integration setups directly inside AI workflows.

Trigger test pipeline stepsRetrieve test coverage summaries
Setup GuideView Integration
Developer ToolsSecure API

Heroku

Check Heroku app dyno health, manage configurations, and trigger direct git deployments through Model Context Protocol.

Restart web dynos during heavy loadsRetrieve configuration variables
Setup GuideView Integration
Developer ToolsSecure API

Jenkins

Connect legacy CI/CD pipelines to modern AI workflows, triggering parameterized jobs and pulling logs dynamically.

Trigger legacy deploy processesAnalyze long-running build issues
Setup GuideView Integration
Developer ToolsSecure API

GitBook

Sync code documentation, read guide contents, and write structured wiki files instantly with AI assistance.

Extract user guides for prompt injectionWrite developer onboarding manuals
Setup GuideView Integration
Developer ToolsSecure API

Swagger

Integrate old Swagger v2 files directly into agent contexts, converting static definitions to operational tools on-the-fly.

Inspect legacy corporate endpointsGenerate real-time tool adapters
Setup GuideView Integration
DatabasesSecure API

PostgreSQL

Expose PostgreSQL databases to AI agents. Let your models query schemas, run safely-isolated SELECT queries, and automate database administration tasks.

Check tables schema and indexesQuery metrics for dashboard reporting
Setup GuideView Integration
DatabasesSecure API

MySQL

Connect to MySQL and MariaDB instances. Allow models to analyze relational databases, run query plans, and export records securely.

Inspect relational tablesRun audit queries
Setup GuideView Integration
DatabasesSecure API

MongoDB

Connect AI systems to document databases. Run safe aggregates, retrieve document structures, and automate collections management.

Analyze user document schemasExtract specific JSON documents
Setup GuideView Integration
DatabasesSecure API

SQLite

The ideal database tool for local AI agents. Run instant queries on local database files with zero network latency.

Query local app stateCreate fast temp databases for AI coding
Setup GuideView Integration
DatabasesSecure API

Redis

Expose fast in-memory key-value data, trace application sessions, clear stale caches, and manage message queues with AI support.

Audit current cache keysPurge expired system configs
Setup GuideView Integration
DatabasesSecure API

Supabase

Manage Supabase projects, write PostgreSQL functions, inspect Edge Functions, and manage public files buckets through natural language.

Query user data tablesReview active database logs
Setup GuideView Integration
DatabasesSecure API

Firebase

Allows models to read/write Firestore collections, audit Firebase Authentication users, and monitor Realtime Database paths.

Export selected user profilesUpdate config settings in Firestore
Setup GuideView Integration
DatabasesSecure API

Pinecone

Manage Pinecone vector namespaces, perform semantic searches, insert vector records, and review active search metrics.

Query vector similarity indexesInspect custom index schemas
Setup GuideView Integration
DatabasesSecure API

Vector Database

A generalized MCP server supporting ChromaDB, Milvus, and Weaviate. Let your AI search across dynamic high-dimensional vectors.

Perform semantic context injectionAudit vector data collections
Setup GuideView Integration
DatabasesSecure API

Cassandra

Query wide-column Cassandra database tables and execute Cassandra Query Language (CQL) safely inside models.

Analyze high-scale telemetryInspect Cassandra column families
Setup GuideView Integration
DatabasesSecure API

Neo4j

Connect to Neo4j graph databases. Allow AI models to execute Cypher queries and traverse intricate network relationships.

Map graph database nodesAnalyze fraud networks
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DatabasesSecure API

DynamoDB

Expose AWS DynamoDB tables to your agents. Perform high-performance document reads, partition key queries, and schema updates.

Query device transaction recordsScan customer configs tables
Setup GuideView Integration
DatabasesSecure API

ClickHouse

Query ClickHouse analytical databases. Run massive aggregates on millions of events instantly under LLM guidance.

Aggregate user session dataIdentify top traffic sources
Setup GuideView Integration
DatabasesSecure API

Elasticsearch

Expose Elasticsearch indexes. Perform full-text search, audit cluster states, and map complex query filters.

Find relevant system error logsPerform cluster health diagnoses
Setup GuideView Integration
DatabasesSecure API

Oracle DB

Expose secure Oracle Database instances to enterprise-grade AI models, enabling SQL*Plus actions and data retrieval.

Run inventory reportsAnalyze active sessions
Setup GuideView Integration
ProductivityOAuth Safe

Slack

Let AI agents read public channels, send instant Slack updates, search for historical threads, and manage channel setups.

Send system deployment notificationsSearch Slack channels for specific developer discussions
Setup GuideView Integration
ProductivityOAuth Safe

Gmail

Connect to your Google Workspace Inbox. Allow AI agents to draft emails, summarize unread items, search messages, and apply labels.

Summarize daily newsletter updatesDraft client follow-up letters
Setup GuideView Integration
ProductivityOAuth Safe

Google Calendar

Allow your personal AI assistant to schedule meetings, list upcoming events, check participant availability, and manage invites.

Find calendar gaps for team SyncsList daily meeting logs
Setup GuideView Integration
ProductivityOAuth Safe

Google Drive

Securely explore, read, search, and structure your corporate documents, spreadsheets, and slides directly within models.

Search documents for specific templatesExport file folders structure
Setup GuideView Integration
ProductivitySecure API

Notion

Expose Notion workspaces, read dynamic wiki pages, append developer logs, and manage project tables cleanly.

Sync local meeting minutes to NotionQuery company wiki details
Setup GuideView Integration
ProductivitySecure API

Jira

Connect AI agents to your Jira backlog. Allow models to query tickets, create issues, transition statuses, and append comments.

Audit sprint blocker ticketsCreate detailed technical sub-tasks
Setup GuideView Integration
ProductivitySecure API

Linear

Expose the modern developer ticketing tool. Create issues, search cycles, and assign developers instantly using models.

Assign unallocated bug ticketsRetrieve cycle velocity statistics
Setup GuideView Integration
ProductivitySecure API

Trello

Read Trello boards, move tasks across workflow lists, search cards, and append labels based on code changes.

Update sprint board statusAdd developer checklist items
Setup GuideView Integration
ProductivitySecure API

HubSpot

Expose HubSpot contacts, pipelines, deals, and engagement history to let models act as personalized sales assistants.

List active sales opportunitiesLog CRM contacts after email responses
Setup GuideView Integration
ProductivityOAuth Safe

Salesforce

Connect enterprise-level customer relationships databases, running SOQL queries and updating records inside workflows.

Extract corporate lead metricsDraft support communications based on case profiles
Setup GuideView Integration
ProductivitySecure API

Microsoft Teams

Post chat updates, schedule team calls, and search corporate threads inside your secure Microsoft Cloud.

Send DevOps status alertsSchedule team retrospectives
Setup GuideView Integration
ProductivityOAuth Safe

Zoom

Generate zoom invitation links, search meeting summaries, and retrieve participant details under AI instructions.

Automate webinar schedulesExtract meeting audio transcripts
Setup GuideView Integration
ProductivitySecure API

Discord

Automate user moderations, log community ideas, search channels, and post system announcements via your Discord Bot.

Welcome new server usersExpose community feedback channels
Setup GuideView Integration
ProductivitySecure API

Figma

Expose design canvas frames, inspect CSS variables, retrieve design components metadata, and track comments.

Verify design spacing parametersExport component image links for AI coders
Setup GuideView Integration
ProductivitySecure API

Asana

Expose Asana tasks, manage workspace projects, assign ticket owners, and log developer times natively.

Sync code commits with task statusQuery project milestones
Setup GuideView Integration
FinanceSecure API

Stripe

Safely audit invoices, search payments details, track active subscriptions, and view billing charts inside corporate platforms.

Expose MRR metrics to finance agentsAudit failed customer invoices
Setup GuideView Integration
FinanceSecure API

Razorpay

Optimized for Indian startups. Audit transactions, trace refund requests, and manage Razorpay Route splits.

Query daily transaction totalsAudit payment link completion rates
Setup GuideView Integration
FinanceSecure API

Shopify

Connect e-commerce stores. Track customer orders, check inventory levels, and update catalog descriptions via AI.

Analyze daily sales performanceAudit running inventory alerts
Setup GuideView Integration
FinanceSecure API

PayPal

Audit PayPal Business transactions, invoice details, subscription setups, and payout profiles dynamically.

Query international payment statusAudit refund completions
Setup GuideView Integration
FinanceOAuth Safe

QuickBooks

Expose balance sheets, company accounts files, tax summaries, and client invoice ledgers to finance assistants safely.

Audit company monthly overheadsTrack pending client invoices
Setup GuideView Integration
FinanceSecure API

WooCommerce

Connect WooCommerce stores. Audit orders, configure coupon parameters, and analyze category performance.

Verify order shipping statesDraft promotional coupon parameters
Setup GuideView Integration
FinanceOAuth Safe

Xero

Integrate Xero accounting. Export invoice details, map bank transactions, and review company balances.

Match bank deposits to invoicesVerify vendor payment timelines
Setup GuideView Integration
FinanceSecure API

Chargebee

Audit subscription billing lifecycles, manage dynamic coupon setups, and trace customer churn indicators.

Verify customer subscription tiersTrace aggregate customer churn rates
Setup GuideView Integration
FinanceSecure API

Paddle

Audit international merchant-of-record (MoR) sales, monitor global sales tax compliance, and track payouts.

Analyze global product demandTrack payout completions
Setup GuideView Integration
FinanceSecure API

Adyen

Expose global payment rails. Audit transaction completion percentages, configure chargeback logs, and audit cards metrics.

Identify high-risk payment attemptsTrack chargeback disputes timelines
Setup GuideView Integration
AI ModelsSecure API

OpenAI

Connect to OpenAI models (GPT-4, GPT-3.5-turbo) for chat completions, embeddings, and image generation.

Generate code completionsEmbed documents for search
Setup GuideView Integration
AI ModelsSecure API

Anthropic

Access Claude models (Claude 3 Opus, Sonnet, Haiku) for reasoning-intensive tasks with constitutional AI.

Analyze long documentsExecute complex reasoning
Setup GuideView Integration
AI ModelsSecure API

Google Gemini

Use Gemini models (Gemini 1.5 Pro, Flash) for multimodal reasoning and Google Workspace integration.

Analyze PDFs and imagesQuery Google Drive
Setup GuideView Integration
AI ModelsSecure API

Ollama

Run open-weight models locally (Llama 3, Mistral, Gemma) with no data leaving your infrastructure.

Private inferenceAir-gapped deployment
Setup GuideView Integration
AI ModelsSecure API

Mistral

Access Mistral models (Mixtral, Mistral 7B) optimized for code and multilingual tasks.

Code generationFrench/English translation
Setup GuideView Integration
AI ModelsSecure API

Cohere

Use Cohere models (Command R, Command R+) for enterprise-grade retrieval and multilingual chat.

Enterprise RAGMultilingual support
Setup GuideView Integration
ObservabilitySecure API

Prometheus

Query Prometheus metrics, check alert rules, and analyze time-series data for MCP server performance monitoring.

Check p99 latency for MCP toolsQuery active connections
Setup GuideView Integration
ObservabilitySecure API

Grafana

Manage Grafana dashboards, query data sources, and visualize MCP server metrics through natural language.

Create latency dashboardsShare observability reports
Setup GuideView Integration
ObservabilitySecure API

Datadog

Monitor cloud infrastructure, check APM traces, and analyze logs for MCP server deployments.

Check MCP server memory usageQuery error logs
Setup GuideView Integration
ObservabilitySecure API

New Relic

Query New Relic telemetry, manage dashboards, and troubleshoot MCP server performance via NRQL.

Query NRQL for latency spikesManage synthetic monitors
Setup GuideView Integration
ObservabilitySecure API

OpenTelemetry

Collect traces, metrics, and logs from MCP servers with OpenTelemetry Collector and query telemetry data.

Export traces from toolsQuery metrics by span
Setup GuideView Integration
CloudSecure API

AWS

Allow your models to inspect EC2 instance statuses, check S3 bucket permissions, monitor CloudWatch logs, and check AWS bill metrics safely.

List active EC2 resources and dynosMonitor active cost parameters
Setup GuideView Integration
CloudSecure API

Google Cloud

Connect GCP projects. Monitor Cloud Run services, query BigQuery analytics, and check Cloud Logging details instantly.

Check Cloud Run service revisionsExecute rapid analytics on BigQuery datasets
Setup GuideView Integration
CloudSecure API

Azure

Expose Azure resource groups, monitor Virtual Machines telemetry, and manage Blob Storage security parameters.

Verify VM system loadsAudit resource group configuration files
Setup GuideView Integration
CloudSecure API

DigitalOcean

Check active droplets health, manage firewall configurations, and trigger backup droplets cycles safely.

Monitor droplet memory limitsUpdate firewalls list
Setup GuideView Integration
CloudSecure API

Linode

Manage Linode compute nodes, check NodeBalancers configs, and review Object Storage allocations.

Check Linode status metricsIdentify failing nodes
Setup GuideView Integration
CloudSecure API

Supabase Cloud

Monitor multi-project cloud deployments, track database size indicators, and inspect active edge-functions.

Audit storage growth trendsInspect edge error metrics
Setup GuideView Integration
CloudSecure API

Fly.io

Check Fly app volumes, monitor edge routing telemetry, and restart failed fly machines.

Restart failed regional nodesExamine routing statistics
Setup GuideView Integration
CloudSecure API

Railway

Audit Railway project services, check live service logs, and update environment secrets dynamically.

Monitor railway deployment triggersVerify database health metrics
Setup GuideView Integration
CloudSecure API

Render

Check Render web services, deploy static websites, and review private service networking parameters.

Trigger production buildsMonitor web service response limits
Setup GuideView Integration
CloudSecure API

Scaleway

Expose Scaleway cloud elements, audit bare metal nodes, and manage S3-compatible objects.

Monitor bare metal capacitiesManage file storage parameters
Setup GuideView Integration
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Deploy any MCP server to the cloud in less than 60 seconds.

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  • Built-in authentication
  • Real-time logs & monitoring
D

Deploying Internal Database MCP

internal/database-search

AK
Deployed to cloud
Set up authentication
Applying access controls
Setting up monitoring and logs
Finalizing deployment
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Connect with Real Integrations

MCP servers for all your favorite tools and platforms.

GitHub
Slack
Notion
Google Drive
Gmail
PostgreSQL
MongoDB
Docker
AWS
Stripe
Shopify
Figma

The Complete MCP Platform

Everything you need to discover, deploy and manage MCP servers at scale.

Curated Registry

A curated set of 76 MCP servers across 7 categories.

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One endpoint to access a growing set of MCP servers.

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Managed edge hosting for MCP server workloads.

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Advanced security, compliance and access controls.

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Open source friendly with SDKs and extensive docs.

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Browse or search from our curated set of MCP servers.

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Add your credentials and configure the server settings.

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4

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Get your endpoint and start using with your AI agents.

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Quick to start

Get a first MCP server running locally and connected to a client in under 30 minutes.

Wide tool support

Connect AI agents to databases, file systems, and third-party APIs through a consistent interface.

Free to build

The open-source SDKs and reference servers cost nothing to use for local development.

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