Discover production-ready MCP servers.
Search verified connectors for developer tools, databases, SaaS platforms, finance workflows, and agent automation. Each listing includes setup guidance, auth notes, use cases, and secure deployment paths.
Featured integrations
A curated slice of the active registry. Use category pages for deeper browsing.
GitHub
Securely connect your AI agents to private and public GitHub repositories to write, review, and automate code workflows, pull requests, issues, and releases.
GitLab
Orchestrate GitLab pipelines, manage merge requests, and perform secure code reviews inside private instances using Model Context Protocol.
Bitbucket
Allows autonomous agents to perform file modifications, check commits, and manage pull requests on Bitbucket Cloud or Server.
Docker
Manage containers, inspect active Docker configurations, execute container commands, and troubleshoot local microservices instantly using natural language.
Kubernetes
Query Pods, Services, and Deployments in your Kubernetes clusters. Instantly debug server errors or deploy YAML configurations safely.
Vercel
List Vercel deployments, check preview urls, trigger production builds, and retrieve site analytics directly inside code chats.
Cloudflare
Manage Cloudflare DNS records, configure Page Rules, purge CDN caches, and monitor Worker scripts effortlessly with AI support.
Sentry
Expose application errors, trace logs, and exception dumps to help AI models diagnose and repair application bugs in real-time.
Postman
Expose Postman collections, run automated test suites, and validate active HTTP configurations inside LLM workspaces.
SonarQube
Expose code quality audits, security vulnerabilities, and code smell warnings directly to autonomous development agents.
CircleCI
Expose pipeline statuses, retry failed tests, and automate continuous integration setups directly inside AI workflows.
Heroku
Check Heroku app dyno health, manage configurations, and trigger direct git deployments through Model Context Protocol.
Jenkins
Connect legacy CI/CD pipelines to modern AI workflows, triggering parameterized jobs and pulling logs dynamically.
GitBook
Sync code documentation, read guide contents, and write structured wiki files instantly with AI assistance.
Swagger
Integrate old Swagger v2 files directly into agent contexts, converting static definitions to operational tools on-the-fly.
PostgreSQL
Expose PostgreSQL databases to AI agents. Let your models query schemas, run safely-isolated SELECT queries, and automate database administration tasks.
MySQL
Connect to MySQL and MariaDB instances. Allow models to analyze relational databases, run query plans, and export records securely.
MongoDB
Connect AI systems to document databases. Run safe aggregates, retrieve document structures, and automate collections management.
SQLite
The ideal database tool for local AI agents. Run instant queries on local database files with zero network latency.
Redis
Expose fast in-memory key-value data, trace application sessions, clear stale caches, and manage message queues with AI support.
Supabase
Manage Supabase projects, write PostgreSQL functions, inspect Edge Functions, and manage public files buckets through natural language.
Firebase
Allows models to read/write Firestore collections, audit Firebase Authentication users, and monitor Realtime Database paths.
Pinecone
Manage Pinecone vector namespaces, perform semantic searches, insert vector records, and review active search metrics.
Vector Database
A generalized MCP server supporting ChromaDB, Milvus, and Weaviate. Let your AI search across dynamic high-dimensional vectors.