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The MCP Browser-Use server connects any MCP client (like Claude or Cursor) with the browser-use library, allowing AI assistants to interact with web browsers. Unlike other browser-use MCPs that require purchasing a separate LLM API key, this implementation by Vinayak Mehta leverages the LLM already configured in your MCP client. It enables web browsing capabilities through a simple command (uvx mcp-browser-use) that can be added to MCP client configurations, making it ideal for users who want to give their AI assistants web access without additional API costs.

A proof-of-concept benchmark evaluating AI coding agents (Claude Code, Codex, Gemini CLI) building Motion.dev animations.

Connects MCP-compatible clients like Claude to a MySQL database, enabling schema inspection and read/write queries via stdio transport.

ホットペッパーグルメ MCP Server

MCP server for Apple iWork automation — 125 tools for Numbers, Pages, and Keynote. Template discovery, Creator Studio AI tools, compound batch operations. One line to install.

Route crypto data needs through PubFi capability and gateway tools.

DocBase MCP Server provides a bridge between AI assistants and DocBase document management platform, enabling search, retrieval, creation, and updating of posts through a clean API. Built with Go using the mark3labs/mcp-go framework, it exposes five core tools for interacting with DocBase content: searching posts by query, retrieving specific posts by ID, creating new posts, updating existing content, and adding comments. The implementation requires minimal configuration with just a DocBase domain and API token, making it ideal for teams who need AI assistants to access or manage their DocBase knowledge repositories.

Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for script execution, rendering, and SDK documentation.

Roll dice using standard notation (2d6, 1d20+5), D&D stats, coin flips, and more!

The official CoDRAG plugin for Paperclip. Give every AI agent deep structural codebase knowledge, blast radius analysis, and semantic search via MCP.

Multimodal chart coordinate calibration and tabular dataset recovery engine transforming visual bar, line, and scatter charts into structured numbers.

Enables LLMs to interact with remote servers via SSH, supporting command execution, file upload/download, and directory listing.

NFL fantasy football data over MCP. Compare any two players head to head, pull position rankings in PPR, half-PPR or standard, check positional scarcity and bye-week conflicts.

Enables AI agents to access real-time financial data, news, and web reading through a single MCP endpoint with zero installation.

A comprehensive MCP server that brings AI-powered automation to Agisoft Metashape Professional. Enables natural language control of photogrammetry tasks such as drone mapping, 3D model generation, and export.

Logfire MCP Server provides AI assistants with access to OpenTelemetry traces and metrics through Logfire's API. Built by the Pydantic team, it enables LLMs to query application telemetry data, analyze distributed traces, and perform custom SQL queries on observability data with automatic token-based authentication. The server exposes tools for finding exceptions, analyzing errors in specific files, running arbitrary queries against trace data, and retrieving schema information - making it particularly valuable for debugging applications, investigating performance issues, and gaining insights from operational data without leaving the AI assistant conversation.

EMEA sales + employment compliance for AI agents across 7 countries (UK, Germany, France, Spain, Italy, Netherlands, Sweden). GDPR, IR35, CNIL, B2B opt-out rules, cultural buyer psychology. Built by an ex-Deel ($12B) compliance + sales operator.

Enables AI agents to generate videos by paying per call with USDC on Base via the x402 protocol, with no accounts or API keys required.

Enables AI assistants to search and retrieve records from the Digital Guitar Archive database using full-text search and field-specific filters. It provides tools for fetching detailed record information and listing historical source libraries.

A semantic metrics modeling assistant that helps data teams manage metric definitions with governance, quality assessment, and visualization capabilities. The system provides a database for storing metric definitions with change history tracking, calculates dynamic trust scores based on factors like test coverage, usage patterns, freshness, and documentation quality, and exports metrics to popular BI tools like Looker, Tableau, and dbt. Includes lineage visualization through ASCII trees and Mermaid diagrams, metric validation, and impact analysis for downstream dependencies.