MCP servers by category
What each server lets an assistant work with. A server can be in up to three.
Developer tools
MCP servers that let an assistant work with code and the tools around it: code search, package registries, build and lint, API clients and language servers.
316 serversDatabases
MCP servers that connect an assistant to a database: query, inspect schemas and, where allowed, write. SQL, NoSQL, vector and graph stores.
67 serversBrowser automation
MCP servers that drive a real browser or fetch pages for an assistant: navigate, click, fill forms, take screenshots and read what a page shows.
60 serversWeb search
MCP servers that give an assistant live search results from the web or a search index.
34 serversGit and code hosting
MCP servers for git and code hosts: read repositories, open issues and pull requests, review changes.
21 serversCloud platforms
MCP servers that let an assistant read and manage cloud and hosting resources: compute, storage, DNS, deployments.
49 serversDevOps and monitoring
MCP servers for running software: containers and Kubernetes, CI pipelines, logs, metrics, error tracking and incidents.
80 serversFiles and storage
MCP servers that give an assistant access to files: the local disk within the folders you allow, or a file store.
32 serversCommunication
MCP servers for messages: chat apps, email and SMS, read and send from an assistant.
36 serversProductivity
MCP servers for notes, documents, tasks, calendars and project boards.
93 serversKnowledge and memory
MCP servers that give an assistant memory across sessions or current documentation to read from.
99 serversData and analytics
MCP servers for analysis: spreadsheets, BI dashboards, product and web analytics.
66 serversAI and ML
MCP servers that reach other models and ML platforms: generate images or audio, run embeddings, call another agent.
81 serversFinance and payments
MCP servers for money: payments, invoices, accounting, banking and market data.
32 serversDesign
MCP servers that let an assistant read and work on design files and diagrams.
58 serversSecurity
MCP servers for security work: scanners, vulnerability data, secrets and identity.
33 serversCRM and sales
MCP servers for customers: CRM records, sales pipelines, support tickets and marketing tools.
16 serversE-commerce
MCP servers for online shops: products, orders, inventory and marketplaces.
8 serversMaps and travel
MCP servers for places: maps, routes, weather and travel.
5 serversMedia
MCP servers that handle images, video, audio and music.
49 serversTesting
MCP servers that run tests or help write them: unit, end-to-end, load and accessibility.
39 servers