Tools tagged with "MCP"

Opcode gives developers a visual interface for working with Claude Code across projects. It brings coding sessions, reusable agents, and usage records into one desktop app.

Nox is a security scanner for developers building LLM applications, RAG systems and agents with tool access. It traces untrusted input into model calls and model output into dangerous operations, including paths across functions and files.

Scarf gives people running the Hermes AI agent a native interface for conversations, project work and host management. It requires an existing Hermes installation; the iPhone companion, ScarfGo, connects directly to your hosts over SSH.

Super Agent Party is an AI companion platform for people who want a desktop character that can also carry out tasks. It combines character conversations with agents that operate applications and interact through messaging or live streams.

OpenSandbox gives developers isolated environments for AI agents that need to execute code or interact with browsers and developer tools. It runs on your own infrastructure, locally with Docker or on a Kubernetes cluster.

Embedding Atlas helps researchers and developers inspect embedding datasets and the records behind them. It makes clusters, outliers, and relationships visible alongside the data's metadata.

Tolaria is a desktop knowledge base for personal notes, company documentation, and assistant memory. It keeps your material in ordinary Markdown files that other editors and tools can read.

Fortress is a self-hosted Chromium fork for developers whose scrapers and AI agents encounter browser fingerprint checks. It changes fingerprint behavior inside the browser engine to help automated sessions access protected pages.

AgentScope is a Python framework for developers building AI agent applications on their own servers. It includes an SDK, a FastAPI backend and a web UI for applications with multiple users and separate sessions.

BeeAI Framework is for developers building AI agents and systems where several agents work together. It lets developers enforce rules on agent behavior while retaining the model's ability to reason.

MCP Toolbox for Databases connects coding assistants and AI agents to databases. It's for developers who want assistants to inspect data during development or use defined database actions in applications.

Gradio builds browser interfaces around machine learning models, APIs and Python functions. It's for developers and researchers who want people to try an AI application without writing a separate JavaScript or CSS frontend.

ai-memory keeps project context for developers who switch coding assistants or machines. It preserves unfinished work, failed approaches and open questions so the next session can pick up the task.

Deep Agents is an AI agent framework for developers building assistants that carry out multi-step work. It provides planning and task execution defaults that you can customize without forking the project.

Promptfoo is an open source CLI and library for developers and security teams evaluating AI applications on their own machine. It supports local models through Ollama alongside cloud providers. Evaluations run locally, but tests against cloud models send requests to those providers, and most require an API key.

Atlas Note combines a self-hosted note library with AI search and answers that cite your notes. It's for people keeping meeting records, project notes or personal reference material who want to find related information without remembering exact wording. The browser interface runs on your own Docker-hosted server, and the project is open source under the MIT license.

Hillnote is a writing and planning workspace for people who want local files and AI help inside their editor. It keeps your work as plain Markdown on disk, readable by other editors and accessible to AI agents.

SeekerClaw runs a personal AI agent on Android phones for people who want recurring tasks, device control and Solana wallet actions through Telegram or Discord. The agent stays active in the background and uses Claude, OpenAI, OpenRouter or an OpenAI-compatible gateway for its AI engine.

RedAmon is an AI penetration testing framework for security teams testing systems they're authorized to assess. It connects attack-surface discovery, exploit testing and code fixes in one self-hosted workspace.

AlexClaw is a personal AI agent for monitoring information sources and automating recurring tasks on your own infrastructure. It has one operator and no multi-user access control.

MartinLoop runs around coding agents to keep software jobs within agreed boundaries and check their results. It's for developers and engineering teams who want to delegate longer tasks while retaining limits, recovery information and a record of what happened.

Smart Second Brain is an Obsidian plugin for people who want to find and work with information across their notes. It connects search and a topic graph with an AI assistant that can use your vault as context.

APIPark is an AI gateway and API developer portal for teams managing model services and business APIs. It gives applications a common request format and lets teams share APIs with controlled access.

Open Assistant is a self-hosted personal AI assistant for people who want it to act on their email, calendar, files, and notes. It runs in a single Docker container with a browser interface. A coordinator assigns requests to specialist agents, so a conversation can lead to finding an invoice, scheduling a meeting, or researching a topic.

Dagu turns existing scripts and runbooks into scheduled workflows for operations, data pipelines, and AI automation. You define dependencies and actions in YAML, then inspect runs and retry failures from its built-in Web UI.

OWL is a Python framework built on CAMEL-AI for developers who want multiple AI agents to work together on tasks. It combines research, file analysis, and actions in a browser or terminal within one task workflow.

Agent Router is an open source AI gateway for teams connecting agents to model providers and MCP tools. It gives applications a shared entry point while platform teams manage access and routing.

Bifrost is an AI gateway for developers and teams building applications that use local LLMs or multiple cloud providers. It gives those applications a shared API for model access and a central place to manage usage.

Frontman is an AI coding agent for designers, product managers and developers making small frontend fixes in an existing codebase. It connects visible elements in a running app to their source, so teammates can request changes without opening an IDE.

Playwright MCP gives AI agents browser control for testing and tasks that involve interacting with web pages. It reads structured accessibility snapshots, so agents can identify page elements without a vision model.

exxperts is a local AI agent app for people who want ongoing work to carry across conversations while deciding what the assistant remembers. Persistent workspaces called rooms keep each agent's memory, files and tools together.

OrcaReplay is a local AI agent debugger for developers investigating failed coding runs or testing how another model handles the same task. It captures what happened beyond the chat transcript, including failed commands and changed files.

FastMCP is a Python framework for developers who want AI agents to use their applications and data through the Model Context Protocol (MCP). It covers both publishing tools and connecting to them, with support for servers that run locally or remotely.

Qwen-Agent is a Python framework for developers building assistants that use Qwen models to read files and carry out tasks with tools. It provides ready-made agent components and example applications for custom assistants and browser assistance.