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179 results
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.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Up-to-date, version-specific library documentation injected into your coding agent.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Control Blender from Claude and other LLMs for prompt-assisted 3D modeling, scene creation, and asset generation.
Background computer-use MCP server that drives native macOS, Windows, and Linux desktop apps without stealing focus.
Popular community server that feeds Figma layout data to coding agents via a Figma API token.
The renamed zen-mcp-server: routes Claude Code, Codex or Cursor to Gemini, GPT, Grok and local models in one context.
Automate your existing browser with AI using your real profile, logged-in sessions, and stealth fingerprint.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Generate beautiful, modern UI components from natural-language descriptions inside your IDE.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Exa's neural web search and crawling MCP server — runs locally via npx or as a hosted remote endpoint.
Free remote MCP that turns any GitHub repo into a live documentation source to cut hallucinations.
Popular community Playwright + API testing MCP server with codegen, screenshots, and device emulation.
Bulk Kubernetes port forwarding with an MCP server that lets AI assistants forward services, inspect pods, and monitor traffic.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Index local code into a graph database to give AI assistants deep, queryable code context.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Connect Claude, Cursor & Windsurf to the Unity Engine for AI-driven game development in Editor and Runtime.
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, and SQLite.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Official Perplexity MCP server — web search, ask, deep research, and reasoning via Sonar models.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Control and inspect iOS simulators — UI taps, swipes, text input, screenshots, video, and app install/launch.
Control Unreal Engine 5.5 from AI clients — spawn actors, build Blueprints, and wire node graphs via natural language.
Connect AI assistants to the Unity Editor to manipulate scenes, GameObjects, assets, and run tests via MCP.
Run SQL over files, databases, and 40+ apps (GitHub, Notion, Chrome, Todoist) — and expose them to LLMs via MCP.
Linear's official hosted MCP server — find, create, and update issues, projects, and comments.
Computer-use MCP server that automates Windows desktop and browser apps via the accessibility tree.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
Official ElevenLabs server for text-to-speech, voice cloning, sound effects, and audio.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source code.
Multi-agent collaboration protocol: orchestrate specialized AI agents over MCP with a shared knowledge graph.
Autonomous browser agent that evaluates and debugs your web app end-to-end from your IDE.
Connect AI to Jupyter Notebooks in real-time — run cells, read outputs, and manage multiple notebooks.
Free, no-rate-limit Figma MCP server with full read/write via a plugin bridge — no REST API token needed.
Official hosted Sentry MCP for investigating issues, errors, traces and performance data.
Manage Google Calendar events across multiple accounts with natural-language scheduling.
把腾讯云 CloudBase 接入 AI IDE，让 AI 生成的应用从提示词一键部署上线。
Run Facebook & Instagram (Meta) Ads end to end from your AI client — launch campaigns, upload creatives, edit budgets, analyze performance.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Search and explore any OpenAPI spec in simple language, via oapis.org.
Research code like a senior staff engineer: GitHub, local FS, and LSP intelligence wired into your AI assistant.
Safely run SQL, manage schema, call the Supabase Management API & Auth Admin from your IDE — with built-in safety controls.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Control Android devices from MCP clients via ADB — run shell commands, capture screenshots, inspect UI, manage packages.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Archived official Mem0 server for long-term agent memory: add, search, update, and delete memories via the Mem0 API.
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Control Spotify playback, search, queue, and playlists from Claude or any MCP client.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Give AI agents context of your dbt project — run dbt CLI, query the Semantic Layer, explore lineage, and manage jobs.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Control Figma from the terminal or as an MCP server — full read/write: create shapes, text, components, render JSX, export images.
Query any PostgreSQL database in natural language via MCP, with safe read-only SQL and streaming.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Doist's official Todoist MCP server — manage tasks, projects, and labels on your behalf.
Let any LLM interactively debug your code in VS Code via breakpoints and expression evaluation.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Fetch YouTube video transcripts (plain or timestamped), metadata, and available caption languages — no API key.
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Control Android devices with AI through the Model Context Protocol via ADB.
Turn any web page into structured data — AgentQL's prompt-driven extraction as a single MCP tool.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Give AI assistants structured access to MySQL, PostgreSQL, SQLite, Oracle, and TimescaleDB simultaneously.
Connect your LLM/MCP client to Binary Ninja for AI-assisted reverse engineering and malware analysis.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
Chat with your EPUB and PDF books — extract metadata, table of contents, chapters, and pages as Markdown.
Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools.
Connect AI assistants to Discord — manage channels, messages, roles, members, events and more via a JDA-powered bot.
Local MCP server that puts a human in the loop: ask the user questions and send OS notifications mid-task.
Bridge AI assistants to your Telegram account: read dialogs, summarize unread messages, mark as read, and send drafts.
Query, explore, and govern Apache Doris databases via MCP — NL2SQL, metadata, and analytics tools.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
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.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
JetBrains IDE plugin exposing an MCP server so AI agents can use the IDE's indexing and refactoring.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Official PayPal server for invoices, orders, payments, disputes, subscriptions, and catalog.
Official CoinGecko server for real-time and historical crypto prices, market data, and on-chain analytics.
Let AI assistants work directly with Firebase Firestore, Storage, and Authentication.
Search and analyze any brand's public Facebook ads — images, videos, messaging, and competitor strategy.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Official CircleCI MCP server: inspect and fix failed builds, query pipelines in natural language.
Automate and inspect Firefox via WebDriver BiDi (Selenium) from any MCP client.
Exposes VSCode language-server features (find usages, rename, go-to-definition) to AI coding assistants via MCP.
Grounded access to the FLOX trading framework surface for AI coding agents.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Natural-language control of NVIDIA Isaac Sim — spawn robots, build scenes, and run simulations via MCP.
Official Alpha Vantage remote server for stocks, crypto, forex, and technical indicators.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Manage Confluent Cloud, Confluent Platform & Apache Kafka via natural language — 50+ tools across Kafka, Flink, Schema Registry & more.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Connect AI assistants to Bitbucket Cloud repositories, pull requests, and code via 6 generic API tools.
Multi-cluster Kubernetes MCP server with 59 tools for resources, pods, nodes, deployments and YAML.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
Webflow's official MCP server: agents manage CMS, pages and the live Designer canvas via OAuth at mcp.webflow.com.
Unified MCP hub that aggregates all your MCP servers into one connection, with knowledge, memory, and tools.
Turn architecture into a queryable knowledge graph and render auto-laid-out Excalidraw diagrams. Offline, no API keys.
Plaid's local MCP server to generate mock financial data and exercise sandbox APIs.
Official Figma server that brings design context, variables, and components into AI coding tools.
Local MCP server that delegates coding tasks to specialized AI sub-agents (Codex, Claude, Cursor, Gemini) in parallel.
Comprehensive SQLite database interaction over MCP: CRUD, introspection, and custom SQL queries.
Community server generating images and SVG assets via Replicate's Flux models.
MCP server for OpenAI GPT-4o / gpt-image-1 image generation and editing.
Turn your codebase into a queryable knowledge base: search, impact analysis, ownership, dead code — via MCP.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
Discord MCP for messaging, channel/forum management, reactions and webhooks
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
PagerDuty's official MCP server — agents triage incidents, manage on-call schedules, and query services from your IDE.
Amplitude's hosted MCP server — query charts, dashboards, experiments, flags, and session replays in plain English.
Manage Keycloak identity and access — users, realms, clients, roles, groups, IDPs and auth — over MCP.
Hosted remote MCP for email, calendar and contacts across Gmail, Outlook, IMAP
Manage Storyblok spaces, stories, components, assets, and workflows from your AI assistant.
Manage Redis Cloud subscriptions, databases, and tasks with natural language.
Give AI agents eyes and hands on any desktop via native accessibility APIs — no vision model required.
Manage Apache APISIX gateway resources through natural language via the Admin API.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
Expose actions from your connected Membrane integrations to AI agents as MCP tools.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Universal MCP server that drives your test suite end-to-end: run pytest/Jest/Cypress/Go/Maestro, analyze pages, generate tests, and advise.
Official Flowbite MCP server: access 60+ Tailwind CSS components, generate branded themes, and convert Figma to code.
无需编码即可让大模型接入腾讯云对象存储 (COS) 与数据万象 (CI) 的存储与处理能力。
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Real-time prediction market odds and prices from Polymarket, PredictIt, and Kalshi. No API keys required.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Give AI agents control of your real Chrome browser with existing sessions, cookies, and logins.
Official MCP server for InfluxDB 3 (Core/Enterprise/Cloud) — query, write, and manage databases and tokens.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Query and manage SingleStore workspaces, jobs, notebooks, and Stage files in natural language.
Hourly and daily weather forecasts for LLMs via the AccuWeather API.
91+ congressional data tools — bills, votes, members, committees, hearings — via the Congress.gov API.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk.
Multi-DEX perpetual futures MCP server for Pacifica, Hyperliquid, Lighter & Aster — market data, trading, and funding-rate arbitrage.
AI-powered architectural decision analysis and ADR management for AI coding assistants.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Manage Homebrew packages on macOS from Claude Desktop or Cursor — install, upgrade, search, and maintain.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Manage Kubernetes clusters and diagnose workload health via MCP.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Secrets management for AI agents via MCP — agents call your APIs without ever seeing the keys.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Let AI assistants browse public GitHub repositories, explore directories, and view file contents.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Points your AI agent to the most critical design issue in Java code so refactoring fixes what matters.
Control JetBrains TeamCity CI/CD — builds, tests, agents, and configs — from AI coding assistants.
Run k6 load tests from your MCP client and let an LLM analyze the results.
Feed Jira ticket context to AI coding agents like Cursor and let them fix issues automatically.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
Asana's official hosted MCP server (V2) for tasks, projects, and workspace analytics.
ClickUp's first-party hosted MCP server with OAuth for tasks, docs, comments, and reporting.
HubSpot's hosted MCP server: OAuth in, then agents read and write CRM contacts, deals, tickets and engagements.
Cognition's official remote MCP: AI-grounded docs and Q&A for any public GitHub repo — free, no auth.
Canva's hosted MCP server: agents create, edit, search and export Canva designs via OAuth at mcp.canva.com/mcp.
Klaviyo's official MCP server: manage campaigns, profiles, flows, events, and reporting from AI clients with an API key.