Latest MCP Servers

Manipulate Excel workbooks—create, read, update, format, chart, and pivot—through an MCP server without requiring Microsoft Excel to be installed.

Provides tools for user authentication and management via AWS Cognito, exposing MCP actions such as sign‑up, sign‑in, password reset, MFA verification, and user profile updates.

Exposes iFlytek AI workflow capabilities through an MCP server, enabling MCP clients to call and orchestrate workflows programmatically.

Provides seamless integration of the Google Ads API with Model Context Protocol clients, handling OAuth 2.0 authentication, automatic token refresh, GAQL query execution, account management, and keyword‑research capabilities.

Provides an MCP interface for querying Grafana Loki logs via `logcli` or the Loki HTTP API, enabling AI assistants to retrieve and analyze log data directly from Loki.

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

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

Provides tools to interact with the Linear issue‑tracking system via the MCP protocol, enabling creation, updating, searching, commenting on issues, and retrieving team information while respecting API rate limits.

Exposes OpenAPI specification data to LLMs, enabling interactive exploration of endpoints, parameters, request/response schemas, components, and examples through a set of dedicated tools.

Enables AI agents to send and receive payments, purchase goods and services, execute investment strategies, tokenize assets, and obtain financial insights by leveraging blockchains, stablecoins, and wallets.

Provides a set of tools that enable Large Language Models to read, search, and manipulate Git repositories, supporting both read‑only and write operations through a Model Context Protocol server written in Go.

Exposes GraphQL schema information to LLMs through specialized tools, enabling exploration of queries, mutations, subscriptions, types, and searchable patterns.

Provides comprehensive access to the Audius music platform via LLM tools, enabling search, playback, upload, monetization, analytics, and social interactions through a Model Context Protocol server.

Provides Google Search capabilities via the Serper API for LLMs through a Model Context Protocol server.

Provides AI agents with contextual location data and place‑search capabilities through the Foursquare Places API via the Model Context Protocol.

Provides seamless access to two‑factor authentication codes and passwords for AI agents, enabling automated login while maintaining security.

Send and retrieve real‑time notifications via ntfy from AI agents, supporting public or self‑hosted ntfy.sh servers with optional token authentication, usable through npx or Docker.

Enables AI assistants to interact with Firebase services—including Firestore, Storage, and Authentication—through an MCP server.

Provides a Model Context Protocol server that lets AI models execute commands, read output, and send control characters in the current iTerm session, enabling seamless REPL and CLI assistance.

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

Enables Claude Desktop App to control Figma via MCP and WebSocket, offering a set of tools for document inspection, shape creation, styling, and component management.

Generate image and video creatives using Placid.app templates within MCP compatible hosts.

Provides a Model Context Protocol server that enables LLMs to execute arbitrary shell commands and receive stdout and stderr, with optional stdin for interactive scripts and file creation.

Provides tools for uploading images and videos to Cloudinary through Claude Desktop and compatible MCP clients.

Interact with Airtable bases, tables, fields, and records through Claude Desktop or any MCP client, enabling programmatic creation, updating, and searching of Airtable data.

Provides a scalable platform for dynamic tool registration and execution based on API definitions, integrating services like Slack, Notion, Claude.ai, and Cursor.ai, with flexible authentication and comprehensive logging.

Provides browser automation capabilities using Playwright, enabling language models to interact with web pages, capture screenshots, generate test code, scrape content, and execute JavaScript in a real browser environment.

Provides Claude with direct access to SQLite, SQL Server, PostgreSQL, and MySQL databases through an MCP server.

Connects Claude Desktop to Hugging Face Spaces, enabling image generation, vision, audio, and chat capabilities through simple configuration.

Exposes the system grep utility through a Model Context Protocol (MCP) server, enabling pattern searches via MCP‑compatible clients and natural‑language prompts.

Provides an SSE‑based MCP server that leverages a self‑hosted SearXNG meta‑search engine and markdownify to retrieve web pages and return results in Markdown format for AI agents.

Provides secure, read‑only access to BigQuery datasets, allowing large language models to query and analyze data through a standardized interface.