Top MCP Servers

Provides a collection of Model Context Protocol servers built with Quarkus, enabling rapid deployment of database access, JVM inspection, filesystem serving, JavaFX canvas, Kubernetes interaction, container management, and Wolfram Alpha search via simple JBang commands.

Provides a local MCP server that interfaces with a running Anki instance to retrieve, create, and update flashcards through standard MCP calls.

Provides an MCP server that connects AI models to SEC EDGAR filings, enabling real‑time retrieval of company filings, financial statements, and insider‑trading data with exact XBRL precision and verifiable filing references.

Provides a one‑stop solution for Chinese and Western divination, generating comprehensive charts (八字, 紫微, 星盘, 六爻, 梅花, 奇门, 大/小六壬, 塔罗, 雷诺曼, 灵签, 择日) together with structured data and AI‑ready prompt text. Available through a web UI, public REST API, MCP server, and a reusable skill for AI agents.

Provides a Model Context Protocol server that connects to Snowflake, enabling execution of SQL queries, schema exploration, and dynamic insight aggregation through a set of tools and memo resources.

Provides search, installation, and proxy functionalities for MCP servers, combining Nacos service discovery with optional Compass API support and offering both router and proxy operating modes.

Provides semantic vector search and progressive loading of Claude Agent Skills for any MCP‑compatible AI assistant.

Provides a bridge to query multiple OpenAI‑compatible LLMs and CLI coding agents, offering a rubber‑duck debugging experience with multi‑duck consensus, debates, and structured tool access.

Provides access to Siri Shortcuts via Model Context Protocol, enabling LLMs to list, open, and run shortcuts on macOS.

Provides instant retrieval and analysis of Facebook's public ads library, enabling queries about ad campaigns, image and video creatives, and comparative marketing insights.

Provides a Model Context Protocol implementation that enables seamless IDE integration and unified access to prompts, projects, traces, and metrics for the Opik platform.

Enables large language models to interact with Discord channels, allowing them to send and read messages through Discord's API while keeping user control and security.

A unified, production‑ready multi‑agent platform offering a Python SDK, CLI, Studio server, and desktop application, supporting meta‑agent orchestration, over 15 LLM providers, hierarchical memory, avatar/group chat, skill ecosystem, safety sandbox, and IM gateway.

Provides natural‑language access to Google Analytics 4 data via MCP, exposing over 200 dimensions and metrics for Claude, Cursor and other compatible clients.

Generate chart images via QuickChart.io using MCP tools, supporting a wide range of chart types and customizable configurations.

Provides web and news search, URL crawling, sitemap extraction, deep‑reasoning, and trending topic retrieval via Search1API, exposed as an MCP server for integration with AI clients.

Read and write records in a Pinecone vector index via Model Context Protocol, enabling semantic search and document management for Claude Desktop.

Enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and direct REST API calls, supporting record management and metadata retrieval.

Provides a unified enterprise gateway and registry for discovering, securing, and executing Model Context Protocol (MCP) tools via a standardized HTTP API with sandboxing and OAuth 2.1 support.

Create Model Context Protocol servers directly within a Nuxt application using a file‑based, zero‑configuration API.

Provides real-time Wikipedia information to large language models via the Model Context Protocol, enabling factual grounding for AI assistants.

Enables Claude Desktop and other MCP clients to access any OpenAI‑compatible chat completion service as a tool, forwarding queries to the configured provider.

Provides an MCP server that connects Claude Code to Google Gemini 3.1, enabling large‑scale code analysis, real‑time web search, multimodal image queries, and creative brainstorming directly within Claude.

Implements a Model Context Protocol server that lets clients such as Cursor or Windsurf manage 1Panel resources—including dashboards, system info, websites, certificates, applications, and databases—through stdio or SSE transports.

Send Instagram Direct Messages programmatically via an MCP server, enabling seamless interaction with AI assistants such as Claude or Cursor.

Connect AI chat tools to 500+ business and productivity apps, enabling plain‑English commands to trigger actions like sending emails, creating tasks, updating records, and more.

Provides a Model Context Protocol server that lets LLMs manage Meilisearch indices, add or retrieve documents, and execute fast, natural‑language searches.

Enables AI agents to programmatically control TouchDesigner projects via a Model Context Protocol server, allowing creation, modification, deletion, and querying of nodes through Python scripts.

Provides a Model Context Protocol server that exposes SAT, SMT and constraint‑programming capabilities to large language models, enabling interactive model creation, editing and solving via MiniZinc, PySAT and Z3 backends.

Provides a Home Assistant integration that acts as an MCP server, directly connecting to Xiao Zhi AI official server via WebSocket, enabling Home Assistant entities to be accessed and controlled by Xiao Zhi AI without intermediaries.

Access and manage Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and compilation via MCP endpoints and compatible tool commands.

Enables LLMs to perform precise numerical calculations through a Model Context Protocol server.