Tools tagged with "MCP"

Chatbox is an AI chat app for people who want to use local models and cloud providers in one interface. It supports Ollama for local LLM use, plus GPT, Claude, Gemini, Grok and DeepSeek with your own API keys.

QMD searches Markdown notes, meeting transcripts, documentation and knowledge bases on your own machine. It's for people who want to find material by its wording or meaning, and make that search available to an AI agent.

DEEIX Chat is a self-hosted AI workspace for individuals and teams that want one place to use multiple model providers. It combines everyday chat with controls for organizations managing shared model access and usage.

Agent Squad is a framework for developers building assistants that divide work among specialized AI agents. It handles agent selection and conversation context so users can switch topics without starting a separate chat.

OpenLore helps developers keep AI coding agents grounded in large or unfamiliar repositories. It maps code relationships and retains architectural decisions so agents can find relevant context and check proposed changes.

MLflow helps developers and teams inspect AI applications, compare changes and track model experiments. It brings agent debugging and evaluation into a platform you can run locally or on your own servers.

Omnigent coordinates AI agents for developers and teams who want to combine coding assistants, control their access, and supervise work in shared sessions. It runs locally or on a self-hosted server, with remote cloud sandboxes as another option.

Hexabot is an AI workflow automation platform for teams building customer service assistants and business automations. It links customer conversations to actions while letting teams keep workflow data on their own infrastructure.

BankMCP connects an AI assistant to your own European bank accounts so you can ask about spending, balances and incoming payments. It's a self-hosted connector for one user, with read-only access: it can't make payments.

Osaurus runs AI agents on your Mac for tasks such as reviewing documents, organizing files, and writing code. It keeps agent memory on your computer, so you can change models without losing the context of your work.

Palace gives AI coding agents persistent memory of project decisions, conventions and fixes. Developers can carry that context between sessions in Cursor, Claude Code, Codex and Claude Desktop.

Halo is a desktop AI workstation for people who want agents to write code, manage files and handle recurring work through a visual interface. You can switch between Claude Code and Codex within the same app.

SwarmLLM is a ChatGPT alternative for people who want to run AI models on their own hardware. It can use a single computer or combine several machines to handle a model that won't fit on one.

Claude Task Master helps developers turn product requirements into tasks they can work through with a coding assistant. It keeps task planning and progress tracking inside the editor or terminal where development happens.

PicoClaw is a self-hosted personal AI assistant that can use local models through Ollama or vLLM. It's aimed at people who want an agent on their own hardware, including small Linux boards and Android phones. Hosted providers are optional, but choosing OpenAI, Anthropic, Google Gemini or DeepSeek sends model requests to those services and requires internet access and API keys.

Coding Tools MCP gives AI chat apps and coding agents access to a repository on your machine. It's for developers who want to use an existing MCP client to inspect code, make edits and check a running project.

ZeroToken is a local browser automation server for people using AI agents to repeat web tasks such as collecting reports, logging into sites or testing browser workflows. It turns recorded actions into scripts so later runs don't need an LLM to reason through every step again.

Kelivo is an LLM chat client for people who want local and cloud models in one app while keeping conversation history on their device. It connects to Ollama, self-hosted OpenAI-compatible services and providers including OpenAI, Gemini, Claude, DeepSeek and OpenRouter.

EverShelf helps households keep track of food and choose meals that use what's already in the kitchen. It covers the pantry, fridge and freezer, with optional AI assistance.

LongMemory gives LLM applications and AI agents persistent memory across sessions. Developers can use it to retain project decisions and conversation context while distinguishing current facts from information that was true earlier.

PanGuard AI checks skills and MCP servers for threats before AI agents load them, then watches their actions at runtime. It's for developers and teams who want protection against prompt injection, poisoned tools and malicious skills.

Octipus is a self-hosted AI workspace for people who want agents to work on code, research, and recurring tasks while keeping the results open to review. A lead agent can use tools itself or assign bounded work to specialist agents. You can inspect the sources, changes, checks, and execution records behind an answer.

Zengram gives AI agents a shared memory across sessions and machines. It's for people using multiple assistants who want a discovery recorded by one agent to be available to the others.

Baserow is a self-hosted no-code database and application builder with a spreadsheet interface. Teams can deploy it through Docker or Helm, or use Baserow Cloud. The open-source core is MIT licensed, with additional commercial capabilities.

NextChat is an AI chat interface for people who want to use self-deployed LLMs and cloud models in one application. It connects to LocalAI and RWKV-Runner, and supports OpenAI, Claude, Google Gemini and DeepSeek.

Crush is a terminal AI coding assistant for developers who want an agent to work with their code and existing tools. The application runs on your machine; your chosen backend determines where model requests go.

Dive is a desktop AI agent for people who want a language model to work with files, shell commands and connected tools. It supports models with function calling and acts as a host for Model Context Protocol (MCP) servers.

Navigator is a self-hosted AI workspace for individuals and teams who want assistants to carry out tasks through connected tools. It combines chat with custom agents and reusable visual workflows.

Tel-Agent is an AI receptionist for businesses that want phone calls and customer messages handled by one agent on their own server. Recordings and transcripts stay on your machine, but its voice setup uses Deepgram, a cloud LLM and ElevenLabs, requiring internet access and your own API keys.

GPT Researcher is an AI research agent for people who need detailed reports based on web evidence, their own documents, or both. It investigates a question and writes a report with inline citations readers can check.

Forge is a terminal coding assistant that works on files in your own development environment while sending model requests to a configured provider, including OpenAI or Anthropic. It's for developers who want an agent to make code changes and run commands within their existing projects.

Multi-Agent Shogun runs and coordinates separate AI coding assistants on your computer or a Linux server. It's for developers dividing implementation and research across parallel tasks. Coordination happens locally, but Claude Code’s standard cloud connection sends prompts and model outputs over the network to their model provider; other agents use their chosen CLI's model access and authentication.

OpenCrust is a self-hosted AI assistant platform for people who want agents to handle tasks through their messaging apps. Named agents can pass work to one another and retain conversation memory between sessions.

Helix is a paid, self-hosted platform for engineering teams coordinating coding agents. Agents work on separate tasks in parallel, while the team shares a view of their progress and reviews their work.