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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Bring Azure DevOps context — work items, repos, pipelines, wikis, test plans — to your AI agents.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
Coinbase's AgentKit MCP extension for onchain actions: transfers, swaps, and contract calls.
Official CircleCI MCP server: inspect and fix failed builds, query pipelines in natural language.
Run kubectl, helm, istioctl, and argocd against your clusters from Claude in a secure Docker sandbox.
Give Claude Code a browser that thinks — delegate agentic web browsing and deep research to Perplexity Comet.
50+ cryptocurrency technical indicators and trading strategies for AI agents, sourced from any ccxt exchange.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Integrate LeetCode problems, solutions, contests, and user data into MCP clients, supporting leetcode.com and leetcode.cn.
Behavior regression gate for AI agents — snapshot behavior, diff tool calls, and catch silent regressions, exposed to Claude Code over MCP.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
Official Buildkite MCP server to inspect pipelines, builds, jobs and tests and fix failed builds.
Give AI agents eyes and hands on any desktop via native accessibility APIs — no vision model required.
Manage Bitrise apps, builds, artifacts, pipelines and releases from your AI assistant.
Access Qiniu Cloud storage, smart multimedia, CDN, and live streaming from your AI client.
Map clinical terminology to standardized OMOP CDM concepts using LLMs and the OMOPHub vocabulary API.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
Render interactive charts, dashboards and KPI widgets directly inside your AI conversation.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
Control JetBrains TeamCity CI/CD — builds, tests, agents, and configs — from AI coding assistants.