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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Official Stripe server for payments, customers, subscriptions, invoices, and billing via natural language.
Popular community server that feeds Figma layout data to coding agents via a Figma API token.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
Connect MCP clients to a running JetBrains IDE (IntelliJ, PyCharm, WebStorm, Android Studio).
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Render charts, validate configs, and get chart recommendations from a React data-viz library via MCP.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Manage serverless Postgres on Neon with natural language: projects, branches, migrations, and SQL.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Multi-agent collaboration protocol: orchestrate specialized AI agents over MCP with a shared knowledge graph.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
AI-powered discovery and documentation for the @reactuses/core React Hooks library.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
Selenium WebDriver MCP server — cross-browser automation for Chrome, Firefox, Edge, and Safari.
Coinbase's AgentKit MCP extension for onchain actions: transfers, swaps, and contract calls.
Private metasearch via your own SearXNG instance — popular community MCP server for self-hosted search.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Community server to manage Docker containers, images, volumes, and Compose stacks via agents.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Let AI agents open and manage secure HTTP/TCP/UDP tunnels to local services over stdio.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Connect AI agents to a LINE Official Account via the LINE Messaging API.
Generate Mermaid diagrams and charts with AI dynamically, exporting to SVG, PNG, base64, file, or shareable URLs.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
One command grammar to search and pivot across PubMed, ClinVar, ClinicalTrials.gov, and dozens of biomedical sources.
Doist's official Todoist MCP server — manage tasks, projects, and labels on your behalf.
Community server to manage Railway.app projects, services, and deployments via your agent.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Official Kagi MCP server (Python/uvx) — privacy-first web search and URL/video summarization.
Run model-generated code in a secure, isolated E2B cloud sandbox.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
VS Code extension exposing the editor's file, symbol, diagnostics and shell capabilities to MCP clients.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Netlify's official server to create, build, deploy, and manage Netlify sites from your agent.
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Let AI agents generate audited smart contracts using OpenZeppelin Contracts libraries.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Give AI agents access to 200+ accessible KoliBri Web Component samples, specs, and docs over MCP.
JetBrains IDE plugin exposing an MCP server so AI agents can use the IDE's indexing and refactoring.
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Official CoinGecko server for real-time and historical crypto prices, market data, and on-chain analytics.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Grounded access to the FLOX trading framework surface for AI coding agents.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Connect AI agents to crypto: wallets, swaps, DCA, limit orders, and staking on Solana.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Community server bridging LLMs to 100+ crypto exchanges via the CCXT library for data and trading.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
AI-powered financial research over SEC filings, earnings calls, stock & crypto data, and prediction markets.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Official VictoriaMetrics server: MetricsQL/PromQL queries plus embedded docs search.
50+ cryptocurrency technical indicators and trading strategies for AI agents, sourced from any ccxt exchange.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Control a Freqtrade crypto trading bot through its REST API from any MCP-compatible AI agent.
Structured on-chain data: contract state, ABIs, source code, event logs, and transaction history.
Official Figma server that brings design context, variables, and components into AI coding tools.
Behavior regression gate for AI agents — snapshot behavior, diff tool calls, and catch silent regressions, exposed to Claude Code over MCP.
Native Safari browser automation for AI agents on macOS — 80 tools, your real logged-in browser, no Chrome.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Local MCP server that delegates coding tasks to specialized AI sub-agents (Codex, Claude, Cursor, Gemini) in parallel.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Official Buildkite MCP server to inspect pipelines, builds, jobs and tests and fix failed builds.
Vercel's hosted OAuth server for inspecting projects, deployments, and logs from your AI client.
ClickUp's first-party hosted MCP server with OAuth for tasks, docs, comments, and reporting.