Best MCP servers, by category
Ranked lists of the most reliable MCP servers in every category. Every placement is based on a public reliability score, never a paid one.
- Best ofSearch
Web, documentation, and code search servers. Ground agent answers in current facts instead of stale training data.
- Best ofWeb Scraping
Fetch and parse HTML, render client-side pages, and extract structured data for ingestion pipelines.
- Best ofCommunication
Slack, Discord, email, and chat platforms. Read channels, post messages, and manage threads from an agent.
- Best ofProductivity
Tasks, notes, calendars, and docs. The servers your agent uses when the work is not code.
- Best ofDevelopment
Execution environments, linters, test runners, and package registries. For agents that ship code, not just describe it.
- Best ofDatabase
Postgres, MySQL, MongoDB, Redis, and vector stores. Read-only and read-write connectors for structured workloads.
- Best ofCloud Service
AWS, GCP, Azure, Vercel, Cloudflare. Provision, inspect, and operate infrastructure from agent workflows.
- Best ofFile System
Local and remote filesystem access with path scoping. Read, write, search, and list files under controlled roots.
- Best ofCloud Storage
S3, R2, Google Drive, Dropbox, and other object stores. Upload, download, and organize assets.
- Best ofVersion Control
Git, GitHub, GitLab, Bitbucket. Issues, pull requests, branches, and code review surface for engineering agents.
- Best ofAI / ML
Model gateways, embeddings, fine-tuning, and evaluation. Compose agents that call other models as tools.
- Best ofDevOps
CI/CD, containers, Kubernetes, observability. Diagnose incidents, ship fixes, and monitor production.
- Best ofAnalytics
BI tools, event pipelines, and metric dashboards. Query product and business data without context-switching.
- Best ofSecurity
Secret scanning, vulnerability feeds, SAST, and auth. The guardrail layer for agent-driven operations.
- Best ofOther
Specialized integrations and experimental servers that do not fit the main taxonomy.