Top MCP Servers

Indexes local codebases into a Neo4j graph, providing AI assistants with rich context for code queries and analysis.

Provides a local‑first markdown editing environment that integrates directly with large language models via a bundled MCP server, supporting AI‑powered rewrite, per‑note git commits, encrypted GitHub sync, and rich authoring features such as WYSIWYG editing, KaTeX, Mermaid, and semantic search.

Provides programmatic access to Meta Ads data and management capabilities through an MCP server, enabling seamless integration with MCP‑compatible clients.

Enables AI applications and tools to connect to MCP servers on AWS using AWS IAM (SigV4) authentication, handling request signing automatically and providing both a command‑line proxy and a Python library.

Provides access to Milvus vector database functionality through the Model Context Protocol, enabling LLM applications to perform vector search, hybrid search, collection management, and data operations via stdio or Server‑Sent Events.

Provides a fast, stdio‑based server that enables AI agents to perform web searches and fetch page content via the RAG Web Browser Actor.

Provides a local Model Context Protocol server that enables natural‑language interaction with MongoDB databases via LLMs, allowing queries, aggregations, schema analysis and administrative operations.

Provides AI agents with full Google Maps capabilities—geocoding, reverse‑geocoding, nearby searches, place details, directions, distance matrices, and elevation—via the Model Context Protocol.

Provides LLM‑friendly tools to query and manipulate Strava activity, profile, segment, and route data via the Model Context Protocol.

Enables comprehensive, well‑cited research reports by elaborating questions, generating sub‑questions, performing web searches, analyzing content, and formatting findings into structured artifacts.

Provides a unified, enterprise‑ready gateway and registry that centralizes AI development tools, enforces OAuth authentication, supports dynamic tool discovery, and applies fine‑grained access control for both autonomous agents and coding assistants.

Provides SEO data retrieval via Ahrefs, exposing MCP tools for backlink analysis, keyword generation, traffic estimation, and keyword difficulty, with automated CAPTCHA solving and response caching.

Securely interfaces with the macOS Messages database via MCP, enabling LLMs to query, analyze, filter, and send iMessage or SMS communications with built‑in phone number validation, attachment handling, and group chat support.

Enables AI models to retrieve DSL data from MasterGo design files via a standalone service that runs with npx and only requires a Node.js environment.

A comprehensive collection of Model Context Protocol (MCP) servers that expose Volcengine cloud resources and third‑party services through natural‑language interfaces, enabling AI‑driven operations across compute, storage, databases, networking, security, and developer utilities.

Control Android devices through ADB commands, enabling calls, messaging, UI interaction, media handling, app management, and screen analysis for AI agents.

Provides web search and video summarization capabilities through the Model Context Protocol, enabling AI assistants like Claude to perform queries and summarizations.

Integrates AI agents with the crypto ecosystem, providing unified wallet management, swaps, cross‑chain transactions, and advanced trading tools.

Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, exposing diagnostics, proof goals, hover documentation, and a suite of external search tools.

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 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.

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.