Tools tagged with "MCP"

mods is a command-line AI tool for people who want to ask questions about command output or use model responses in shell pipelines. It connects to local LLMs through LocalAI as well as cloud services. The project is archived and no longer maintained.

Pieces runs in the background on your computer and builds a searchable history of your work across apps. It's for people who need to recover a decision, find earlier research or resume a task after switching between tools. Memories stay on your machine by default.

5ire is a free desktop AI assistant that combines chat, a local document knowledge base and MCP tools. It runs on macOS, Windows and Linux, with Mac downloads for Apple Silicon and Intel. It's for people who want to use their own documents and external tools alongside conversations with local or cloud models.

AutoGen is a framework for developers building AI agents that work together or alongside people. Its agent runtime can run locally or across distributed systems, while model integrations such as OpenAI and Azure OpenAI send requests to external services. It's community-managed and in maintenance mode, with no further features or enhancements planned.

OGX, formerly Llama Stack, is a self-hosted AI application server for developers building chat apps, document search or AI agents. It brings model inference, file storage, vector search and agent orchestration into one process. You can run it on a laptop, in a datacenter or in the cloud. It's open source under MIT.

BotSharp is a self-hosted framework for .NET developers building AI agents into business applications. Written in C#, it runs on Windows, Linux and macOS and is open source software under Apache 2.0. Its plugin design lets teams choose their model provider, storage and interface while keeping agent coordination in the same framework.

Kaito manages self-hosted LLM inference, fine-tuning, and document retrieval services in a Kubernetes cluster. It's for teams that want to run models on infrastructure they control while reducing the work of sizing GPU resources and managing model deployments. The project is open source under Apache 2.0.

Morphik Core is a self-hosted multimodal retrieval engine for developers building AI applications around visually rich documents. It searches diagrams, schematics, charts, and datasheets alongside text, so applications can retrieve information that text extraction alone can miss. You can run it on your own server, including through Docker, or use Morphik's hosted service.

NextChat is a self-hosted AI chat interface for people who want one place to use their own LLM server and cloud models. The web and desktop project is open source under the MIT license. You can host it with Docker or on Vercel, and desktop clients run on macOS, Windows and Linux.

NotebookLlama is a self-hosted NotebookLM alternative for people who want to work with documents through an app they can host and modify. Its browser interface runs locally, while LlamaCloud provides document extraction and indexing. It requires cloud services.

GLaDOS is a local AI voice assistant modeled on the sarcastic character from Valve's Portal games. It's for people who want a conversational companion on their own hardware, with camera awareness and connections to home automation. The Python project is open source under the MIT license and runs on Linux and Windows. macOS support is experimental.

gptme is a self-hosted AI agent that works directly in your terminal, with access to your files and installed tools. It's for developers who want a coding assistant in their own environment, and people who want an agent for data analysis or other knowledge work. The software is free under the MIT license and doesn't require a gptme account.

Laminar is an open-source platform for developers who need to see why an AI agent failed and check whether a fix worked. You can self-host it with Docker or on Kubernetes, including AWS and GCP, or use its managed cloud service. It uses the Apache 2.0 license.

Kong Gateway puts API, LLM and MCP traffic behind a shared gateway on your own infrastructure. It's for platform teams that need consistent access controls and traffic policies across services and AI applications. The open-source gateway uses the Apache 2.0 license and runs natively on Kubernetes through Kong's official Ingress Controller.

HuggingChat UI is the open-source chat application behind Hugging Face's hosted HuggingChat. You can run it on your own computer or server and connect it to a local LLM backend or a cloud provider. It's for people and teams who want a browser-based ChatGPT alternative with control over the chat service and where its data lives. The code uses the Apache 2.0 license.

xberg, formerly Kreuzberg, is a local document extraction engine for developers building AI search, document processing, and retrieval-augmented generation applications. It reads PDFs, Office files, scanned images, email, and nested archives, extracting text, tables, images, and metadata through one shared engine. It's open source under MIT.

CopilotKit is a self-hostable SDK for developers building AI agents into web and mobile apps, Slack, or Microsoft Teams. Agents can display interactive charts and forms using an app's own components, read shared app state, and take actions through frontend tools, APIs, or MCP tools.

Higress is a self-hosted AI gateway for developers and teams managing model APIs and the tools their AI agents call. It puts LLM traffic and MCP servers behind a shared entry point, with authentication, traffic controls and monitoring. The open-source edition uses the Apache 2.0 license and runs locally in Docker without registration. Alibaba Cloud also offers a fully managed gateway.

ScrapeGraphAI is an AI web scraping tool for developers who want to describe the data they need in plain language. Its open-source Python library runs on your own infrastructure under the MIT license. A separate managed API runs in ScrapeGraphAI's cloud.

ChatWise is a desktop chat app for connecting different model providers through one interface. It stores data locally; model processing follows the provider you choose. Its official documentation includes Ollama for models running on your own machine, alongside cloud providers connected with your API keys.

MetaMCP is a self-hosted gateway for developers and teams who want to give AI clients access to several MCP servers through one endpoint. It runs on your own machine or server with Docker and is open source under the MIT license. You choose which tools clients see.

Harbor is a CLI and companion app for people experimenting with AI on their own hardware. It manages a local LLM development environment, connecting model backends to chat interfaces and supporting services so you don't have to configure each connection yourself. It's open source under Apache 2.0.

Forge is an open-source coding assistant that runs in your terminal and works with models from multiple providers. It's for developers who want an AI agent to edit code and run commands in their own development environment, with a choice of Claude, GPT, OpenAI's O Series, Grok, Deepseek or Gemini.

Claude Code Router is an open-source local model gateway for developers who use coding agents and want to manage their model providers in one place. It runs on macOS, Windows and Linux, with Docker and a CLI with a browser interface also available. The project uses the MIT license.

Witsy is an AGPL-3.0 desktop AI assistant for macOS, Windows and Linux that connects MCP tools to local and cloud models. It's for people who want document chat, writing help and voice features in one app, with a choice of where their models run.

Docker MCP Gateway gives developers one local connection point for the tools their AI applications use. It runs MCP servers in isolated Docker containers and shares their configuration across clients such as Claude Code, Cursor and Zed. This reduces repeated setup when several coding assistants need access to the same databases, APIs or development tools.

LangBot is a self-hosted AI agent platform for teams that want bots in the messaging apps their customers, coworkers or communities already use. It connects Slack, Discord, Telegram, WeChat and other chat services to models and AI workflows, with a browser dashboard for managing bots across platforms.

Chat2DB Community is a database client and AI SQL workspace for developers, database administrators and analysts. It runs on Windows, macOS and Linux, with Docker and browser access also available. Its AI assistant connects to a model you configure to generate, explain and optimize SQL. Where AI requests are processed depends on that model connection.

Enconvo is a native AI assistant and agent for Mac that can use your screen and selected text as context, then work inside your apps. It's for people who want help with writing, research and everyday tasks alongside the app they're using. A sidebar keeps the agent beside the current app, while text selection tools give quick access to editing and translation.

ChatDev is a self-hosted platform for building teams of AI agents through a visual workflow editor. It's for people who want agents to collaborate on research, data analysis or software projects without writing the orchestration code themselves. You define each agent's role and how information passes between them.

SurrealDB is a self-hosted database for developers building AI agents, knowledge graphs and applications that need several kinds of data together. It stores documents, relationships, vectors and time-series data in one engine, so an application's records and its AI retrieval layer can share the same database.

Postgres MCP Pro is a self-hosted MCP server that gives AI assistants access to PostgreSQL alongside tools for diagnosing slow queries and testing index recommendations. It's for developers and database maintainers who want their assistant to work with the database's actual schema, query statistics and execution plans. It runs through Docker or Python and is open source under the MIT license.

GitHub MCP Server is GitHub's official connector for developers who want their AI assistant to work with repositories and project activity. It gives compatible coding assistants access to GitHub through the Model Context Protocol (MCP), so they can retrieve context and take actions requested in natural language. The code is open source under the MIT license.

Open Interpreter is a terminal coding assistant built around open-weight models, with model-specific behavior for Kimi, Qwen and DeepSeek. It's a fork of OpenAI's Codex for developers who want to choose their model provider while keeping a familiar agent interface. The project uses the Apache 2.0 license.

LiveKit Agents is a framework for developers building voice assistants, phone agents, and apps that combine speech with video or text. Agents join LiveKit rooms as participants, so they can interact with people through web and mobile apps or telephone calls. The Apache 2.0 project lets you run the entire stack on your own servers, including the LiveKit media server.

CAMEL is an open-source Python framework for developers and researchers building systems where AI agents work together. Its focus is on agent roles, communication, and behavior across extended tasks, with applications in synthetic training data, task automation, and simulated societies. It uses the Apache 2.0 license.