Tools tagged with "MCP"

Kiro Crew is a self-hosted AI development workspace for developers who want agents to keep working between conversations. It runs on your computer or a server you control, but its default kiro-cli backend requires separate Kiro sign-in for model access. The default Kiro connection sends model requests to Kiro's cloud service, powered by Amazon Bedrock.

Gemini CLI is a coding assistant for developers who want to work with an AI agent in their terminal. It can inspect a codebase and act on files and shell commands, with Gemini handling the model responses in Google's cloud.

Local Agent Studio is a Windows desktop app for building AI agents and connecting them in visual workflows. It suits first-time agent builders and developers prototyping private automation. Local and cloud agents can work together in the same workflow, with progress visible for each step.

xberg, formerly Kreuzberg, is a local document extraction engine for developers building AI search and document processing applications. It turns files into text and structured content that those applications can use.

Context Mode is a local MCP plugin for developers whose AI coding agents fill their context windows with logs, file reads and search results. It stores large tool outputs on your machine so the agent can retrieve relevant passages as needed.

NocoBase is a self-hosted platform for teams building business applications for themselves or clients, including CRM, help desks, and project management systems. It combines a visual no-code editor with support for AI coding agents, so business users can adjust what agents build without editing code. Business data stays in your own database.

Paxm gives AI coding assistants persistent memory of project decisions, conventions and past work. It's for developers who want later sessions or another coding agent to recover context they've already explained.

Captain Memo gives developers a shared memory across coding assistants, so project decisions and lessons remain available between sessions and tools. Claude Code, Codex, Gemini CLI, Cursor and other MCP-compatible assistants can access the same corpus.

Higress is an AI gateway for teams building AI apps and agents that need shared controls across model requests and tool calls. It brings model APIs, MCP services and Kubernetes inference workloads behind one entry point.

Jupyter AI is an extension you run with your own JupyterLab server, giving agents access to notebooks, files and terminal commands in that environment. Model access comes from your separately installed agent; Claude Code’s standard connection, for example, sends prompts to its cloud provider. Its built-in Jupyter MCP server connects agents to notebook operations, alongside file editing and terminal commands. Chat sits beside the work.

CrewAI is a Python framework for developers automating work with teams of AI agents. It combines agents that make decisions with explicit workflow logic, so a process can include both autonomous work and predictable steps.

Locally Uncensored is a desktop AI studio for people who want to chat, create media and work on code on their own PC. It includes mainstream models and variants with fewer refusal restrictions.

Optio coordinates coding agents and automated work for teams using their own infrastructure. A shared feed tracks pull requests, recurring jobs, interactive sessions and agents that stay available between tasks.

Continue is a coding agent for developers working in a terminal, VS Code or JetBrains. Its Ollama integration can run models on your computer; Standard OpenAI and Anthropic service connections use cloud models. The repository is read-only and no longer actively maintained.

OpenHands is an AI coding agent platform for developers and teams that want agents to carry out code changes and recurring engineering work. Agent Canvas provides a control center for agent conversations and automations.

iAi Personal Memory Engine gives AI assistants persistent memory on your machine. It's for people using coding agents who want past conversations, project details and preferences available across sessions.

Yuxi is a self-hosted AI agent platform for teams that need answers from their documents and agents that can carry out multi-step work. Its browser workspace brings knowledge sources, task progress and generated files into the same conversation.

agentchattr is a local chat server for developers coordinating multiple AI coding agents. Humans and agents share a conversation and can mention one another to trigger responses without carrying messages between terminals.

iCode is a terminal development workspace for developers who want to work with AI agents and inspect their changes. It brings conversations, agent workflows and a working shell into one interface.

Pathrule gives AI coding agents project knowledge that stays attached to the relevant workspace and file paths. Memories, rules and skills can follow a repository across agents and sessions, so developers can retain decisions and constraints without pasting the same instructions into each conversation.

PraisonAI is a Python framework for developers building AI agents that research, write code, or carry out tasks across apps. It supports single agents and coordinated teams for work that needs several steps or specialist roles.

LangBot is an AI bot platform for teams handling customer support, internal questions, or community chats. It brings agents and existing AI workflows into the messaging services people already use.

Synaplan is an open-source AI platform for teams that want assistants to answer questions from company files and handle customer conversations. It brings internal knowledge and customer support into a shared system on infrastructure you control.

Kerlig is a paid AI writing assistant for Mac that helps with emails, Slack replies and Jira tickets in the apps you already use. It combines text editing with document chat and an agent that can read your screen and use your apps.

Future AGI helps teams test AI agents, investigate production failures and compare prompt changes. It brings evaluation and monitoring into the same platform so teams can connect poor responses to the steps that caused them.

Vyact is a desktop workspace for people who want a local LLM to help with files, writing and code. It brings conversations and searchable documents together, with optional connections to email services and Chrome.

Open Cowork is a desktop AI agent for Windows and Apple Silicon macOS that uses cloud model APIs to carry out tasks on your computer. It's a Claude Cowork alternative for people who want a graphical interface for document work and app automation. The app is free and open source under MIT, but the agent needs an API key and internet access; model requests go to your chosen provider.

WorkAny Desktop is an AI agent for people who want to delegate file work, document creation and coding tasks in plain language. The app executes tasks on your machine and connects to Anthropic, OpenAI, OpenRouter or custom model providers. Requests to external providers leave your machine, so local task execution doesn't make it an offline AI app.

AutoTS is an open-source Python package for people who need forecasts across many time series without choosing a model and preprocessing method for each one. It runs in your own Python environment and uses automated search to compare forecasting approaches for your data. The license is MIT.

Vigil SOC is an open source AI SOC for security teams that want agents to investigate alerts and carry out incident response within their own environment. It connects investigations, containment, and reporting through editable playbooks.

AutoGen is a framework for cooperating AI agents, with local Playwright browser automation, code execution and an experimental OllamaChatCompletionClient for local models. Its orchestration can run on your machine or across servers. Standard OpenAI and Azure OpenAI service connections send model requests to remote services; compatible endpoint overrides are separate configurations.

Stella is a legal workspace for law firms and legal teams that want matter files, contract review and research in one place. Its AI agent answers questions about a matter with citations that open the relevant source passage.

RESTai is a self-hosted AI platform for developers and teams building document assistants, agents and AI services for other applications. Its web interface manages projects with separate models, prompts and tools, plus a chat playground for testing them.

BotSharp is a C# framework for .NET developers building AI assistants into business applications. It coordinates agents with different responsibilities and keeps track of conversation state.