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Official reference implementation for secure filesystem operations via Model Context Protocol.

Model Context Protocol server that lets compatible AI clients inspect and query SQLite databases through MCP tools.

The Amazon Bedrock Knowledge Base Retrieval MCP Server is a free, Apache 2.0-licensed tool from AWS Labs that plugs Amazon Bedrock Knowledge Bases directly…

SQL-based MCP server that enables querying over 40 apps and services with a single binary, supporting local-first and private data access.

MCP server that enables AI agents to control web browsers using the browser-use library for autonomous web browsing and automation.

GitHub’s official MCP server gives authorized AI clients structured tools for repositories, code, issues, pull requests, Actions, and security findings.

Open protocol that automates AI model connections to external data sources, tools, and services through a standardized interface.

AG2 is an open-source, Python-native framework for building multi-agent systems with collaboration, state, human approvals, MCP and A2A interoperability.

AgentRPC: Open-source RPC framework (Apache 2.0) that lets AI agents call functions across network boundaries without opening ports.

Cloud browser platform for AI agents, with managed logins, CDP and SDK access, hosted MCP servers, live view and session recording.

The largest marketplace of ready-to-run web scrapers (Apify calls them Actors) with an MCP server so AI agents can pull live web data on demand.

Arcade is an MCP-compatible actions runtime that lets AI agents securely use business tools with user-level authorization, policy enforcement, and audit logs.

Browserbase provides cloud browsers, web data APIs, runtime environments, identity, observability, Stagehand, Director and MCP resources for browser agents.

Cline is a ai coding assistants tool with MCP client support for practical tool-augmented AI workflows.

Composio is an integration platform for AI agents with a developer platform, enterprise offering, MCP Gateway, CLI, toolkits and use-case pages for office…

Open-source AI coding assistant for VS Code and JetBrains — bring any model, any MCP server, and share reusable rules and agents across your team via Continue…

Open-source, LLM-friendly Python web crawler and scraper that emits clean Markdown, JSON, and extracted structured data — with an MCP server so agents can…

CrewAI Studio is the visual, no-code editor inside the CrewAI Agent Management Platform (AMP).

Devin review for engineering teams: AI software engineer features, pricing, MCP integrations, enterprise controls, pros, cons, and use cases.

IBM-originated open-source document processing software for parsing, understanding, serializing, and chunking complex documents for AI pipelines.

Agent-native content management and collaborative workspace platform where AI agents work alongside humans to upload, share, query, and hand off documents…

Open-source coding agent by Block that automates engineering tasks end-to-end, featuring multi-model support, MCP integration, and complete local deployment…

gpu.nz is a Russian-language marketplace for renting NVIDIA GPU servers billed by the minute, with templates for ComfyUI, Ollama and vLLM plus an API, CLI and…

Gumloop is a collaborative visual platform for building and governing AI agents and automations with multiple models, shared credentials, and MCP support.