MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
✓ Official
31 companiesPublished by the companies themselves — pick one to see everything they ship.
modelcontextprotocol10 servers
google2 servers
googleapis3 servers
microsoft3 servers
azure3 servers
github1 server
awslabs34 servers
bytedance2 servers
stripe1 server
cloudflare2 servers
vercel5 servers
figma1 server
makenotion1 server
atlassian1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm3 servers
getsentry3 servers
grafana1 server
hashicorp2 servers
firebase1 server
browserbase1 server
apify1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
e2b-dev1 server
exa-labs3 serversDevOps & Infrastructure
855 mcp servers
PyPI Query MCP Server
★ 18A server to query the Python Package Index (PyPI) for package information, dependencies, and compatibility.
Toolkit MCP Server
★ 18Provides system utilities and tools like IP geolocation, network diagnostics, system monitoring, crypto operations, and QR code generation.
vibops-mcp
★ 18GPU infrastructure control plane + per-agent LLM FinOps. 74 tools. Deploy, scale, track cost per agent, enforce budgets. MIT license.
NPM Sentinel MCP
★ 18An AI-powered MCP server for analyzing NPM package security, dependencies, and performance.
CIE - Code Intelligence Engine
★ 17Local code analysis MCP server with 25+ tools: semantic search, call graph tracing, dependency analysis, and symbol navigation. Built with Tree-sitter and CozoDB. Supports Go, Python, JS, TS.
mcp-ssh-sre
★ 17An MCP server providing read-only server monitoring tools to AI assistants. Runs predefined diagnostic commands over SSH and passes only the results to the LLM - your server credentials and shell are never exposed.
Claude Command Runner
★ 17MCP server for Warp Terminal. Drives Claude commands into your active Warp tab via warp:// deeplinks and OSC 777 events. Works from Claude Desktop or Warp's native agent panel. macOS, Swift.
GZOO Cortex
★ 17Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects with natural language and source citations.
Safe File MCP
★ 17A test server demonstrating all features of the MCP protocol, including prompts, tools, resources, and sampling.
Sandbox MCP Server
★ 17Provides isolated Docker environments for secure code execution.
Juspay MCP Tools
★ 17Interact with Juspay APIs for payment processing and merchant dashboard management.
VibeCoding System
★ 16A conversation-driven development framework for rapid MVP and POC creation.
Port MCP Server
★ 16An MCP server for Port.io that enables advanced automations and natural language interactions for developers and AI applications.
Gemini MCP
★ 16An MCP server that orchestrates Google Gemini and Claude Code models via the OpenRouter API.
context-mem
★ 16Context optimization for AI coding assistants — 99% token savings via 14 content-aware summarizers, 3-layer search, and progressive disclosure. No LLM dependency.
Jolokia MCP Server
★ 16A JMX-HTTP bridge for interacting with Java applications using the Jolokia agent.
MockLoop
★ 16An AI-native API testing platform for generating scenarios, executing tests, and analyzing results.
AI Intervention Agent
★ 16An MCP server for real-time user intervention in AI-assisted development workflows.
drawdb-mcp
★ 16DrawDB + MCP server
nexus-agents
★ 16Intelligent orchestration platform that routes tasks to the best AI model (Claude, Codex, Gemini, OpenCode) using LinUCB bandits, validates through consensus voting, and learns from outcomes. 29 MCP tools, dev pipeline, 8 memory backends.
Prefect
★ 15Manage and observe Prefect workflows through natural language.
@mcp-fe/react-tools
★ 15Don't let AI guess from screenshots. Give LLMs direct access to your React state, Context, and Data Grids. Features bidirectional communication via SharedWorkers & WebSockets. Docker gateway included.
Hoofy
★ 15Your AI development companion. An MCP server that gives your AI persistent memory, structured specifications, and adaptive change management — so it builds what you actually want.
Jenkins Server MCP
★ 15A tool for interacting with Jenkins CI/CD servers, requiring environment variables for configuration.
Prompts MCP Server
★ 15An MCP server for managing and serving prompts from markdown files with YAML frontmatter support.
SCMCP
★ 15A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis, supporting various modules from IO to enrichment.
Code Scalpel
★ 15Code Scalpel is an MCP server that upgrades your AI coding agent with surgical, graph-based tools for precise analysis, atomic refactoring, and 99% lower token costs.
SwissArmyHammer
★ 14Manage AI prompts as local markdown files.
mermaid-mcp-server Public
★ 14MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.
Claude Code Buddy (CCB)
★ 14Add persistent project memory and smart task routing to Claude Code. Stop repeating context every session - Claude finally remembers your architecture, decisions, and patterns forever. 100% local, 17 MCP tools.