Categories

MCP servers that give agents web, documentation, and code search. Essential for grounding responses in up-to-date facts.

Servers that fetch, parse, and structure data from the web. Used for extraction, research, and ingestion pipelines.

Integrations with Slack, Discord, email, and collaboration tools so agents can read, send, and manage messages.

Task management, note-taking, calendars, and personal-automation servers — the MCPs your agent uses to get real work done.

Code execution, linting, test running, package registries, and build tooling. MCPs that let agents ship code, not just describe it.

Postgres, MySQL, MongoDB, Redis, and vector store connectors. Read-only and read-write MCPs for structured data workloads.

AWS, GCP, Azure, Vercel, Cloudflare, and other cloud provider integrations. Provision, inspect, and operate infrastructure via agents.

Local and remote file system access. Read, write, search, and manage files with controlled scope.

S3, R2, Google Drive, Dropbox, and object storage MCPs. Upload, download, and organize assets from agent workflows.

Git, GitHub, GitLab, Bitbucket. Issues, PRs, branches, code review — everything your engineering agent needs from source control.

Model gateways, embeddings, fine-tuning, and evaluation tools. MCPs to compose agents that use other models as tools.

CI/CD, containers, Kubernetes, observability. MCPs that let agents diagnose incidents, roll out fixes, and monitor systems.

BI tools, event streams, and metric dashboards. Query product and business data without leaving the agent.

Secret scanning, vulnerability feeds, SAST tooling, and auth integrations. The guardrail layer for agent-driven operations.

Servers that don't neatly fit another category. Specialized integrations, experimental tools, and niche use cases.