Tools tagged with "MCP"

LiteLLM gives platform teams one place to manage access to LLMs across providers. Its self-hosted AI gateway puts cloud services and internal or locally hosted models behind an OpenAI-compatible API, so applications can change models without changing their integration. Developers can also use its Python SDK directly.

Open WebUI gives individuals and teams a self-hosted place to chat with local LLMs and cloud models. It runs on your own computer or server, including through Docker, and can work entirely offline with local models.

Promptfoo is an open source CLI and library for testing prompts, AI agents, and RAG applications. It runs evaluations locally and helps developers compare model responses while security teams look for weaknesses in the applications built around them. The project is MIT licensed.

Screenpipe records screen activity and audio as searchable local history that AI agents can use as context. It's for people who want to recall past work and teams that want agents to draft follow-ups or update work records using what actually happened. Raw history stays on your device by default.

Goose is a general-purpose AI agent that runs on your computer. It suits people who want an agent for coding, research, writing, automation, or data analysis, without committing to one model provider. The desktop app runs on macOS, Windows, and Linux; there's also a CLI for terminal work and an API for use in other software.

MinerU parses documents locally into structured text for AI agents, RAG systems and knowledge bases. It's for people working with scanned PDFs, academic papers and Office files whose tables, formulas or page layouts need more care than plain text extraction.

LocalAI runs language models, speech, vision and image generation on hardware you control. It's for developers and teams that want a self-hosted AI server for their apps without sending model requests to a cloud service. Its OpenAI-compatible API works with existing clients, and it also accepts Anthropic, Ollama and ElevenLabs API calls.

Zed is a native code editor for developers who want AI coding assistance and collaboration in the same desktop app. It runs on macOS, Linux, and Windows, with a minimal interface and a focus on responsive editing. Its AI agents can work in parallel on tasks that involve editing files, exploring code, and running tools.

Unsloth brings model training and everyday AI use into a desktop app for people who want to run models on their own hardware. Its no-code interface covers chat, fine-tuning and media generation on macOS, Windows and Linux. The Unsloth software is open source under Apache 2.0.

Browser Use is an MIT licensed browser agent for developers who want AI to carry out tasks on websites. You can run the open source agent on your own machine from Python, choose a model, and use either a local or cloud browser. A CLI is available for browser tasks too.

Off Grid AI runs language models on iOS, Android, macOS, Windows and Linux. You can chat, analyze documents and generate images on your own hardware. The mobile app uses the MIT license, while the desktop app uses AGPL.

Whisper Notes is an offline transcription app for iPhone, iPad and Apple Silicon Macs. It's for people recording interviews, lectures or meetings who need the audio and transcripts to stay on their device. It requires no account and has no cloud sync, analytics or tracking.

Pi is a terminal-based coding assistant for developers who want to shape the agent around their own workflow. Its core stays small, while extensions can change its tools, commands and terminal interface. It's open source under the MIT license.

QMD is a local search engine for people with Markdown notes, meeting transcripts, or documentation they want to search themselves or make available to an AI agent. It accepts exact keywords and natural-language queries, with indexing and model inference running on your own machine. It's open source under MIT.

OpenWhispr is a free, MIT-licensed dictation and meeting transcription app for people who want voice input across their apps with control over where processing happens. It's available on macOS, Windows, Linux and iOS. Local transcription works offline and keeps audio on your device; optional cloud transcription sends audio to the selected provider, whose retention policies apply.

Perfect Memory AI keeps a searchable record of what you've seen on your screen and heard in meetings on Mac and Windows. It's for people who need to find a page, presentation or conversation again without remembering which app held it. Recordings stay on your device, and search returns material you've actually seen or heard.

APIPark is a self-hosted AI gateway and developer portal for teams that need to manage access to models and business APIs in one place. It connects Ollama alongside cloud providers such as OpenAI, Claude, Gemini and DeepSeek. The gateway runs on your infrastructure; requests to cloud providers still go to those services.

GoModel is a self-hosted AI gateway for developers and platform teams that want one API for local models and cloud providers. It accepts OpenAI- and Anthropic-compatible requests, so applications can keep their existing SDKs while the gateway handles provider selection and usage controls.

Agent Router is an open source AI gateway for teams whose agents use both model APIs and MCP tools. It runs on a laptop, a dedicated gateway, or Kubernetes, and gives applications one OpenAI-compatible entry point for cloud providers and self-hosted inference. The project uses the Apache 2.0 license.

Composio connects AI assistants and custom agents to apps such as Gmail, Slack, GitHub, and Linear. It's for people who want their assistant to act on requests across apps, and developers who don't want to maintain each integration themselves. Its CLI gives coding agents a local interface; the standard setup uses Composio's hosted authentication and execution service. It requires an account and internet access.

MCP Reference Servers is a collection of locally run examples for developers building connections between AI applications and external tools or data. Maintained by the MCP steering group, the servers demonstrate the protocol and its SDKs. They're educational implementations, so developers should assess security requirements before using them in production.

Supergateway connects MCP servers and AI clients that use different connection types. It's for developers who want to expose a local tool server over a network or connect a desktop client to a remote server. The gateway runs on your own machine or server through Node.js or Docker, and its code is open source under the MIT license.

mcp-proxy is a self-hosted tool for connecting AI clients and MCP servers that use different connection types. It's for developers who need a stdio client, such as Claude Desktop, to reach an SSE or Streamable HTTP server, or who want remote clients to access a local stdio server. The proxy runs on your own machine or server.

OpenAgent is a self-hosted personal AI assistant that combines document search with agents that can act on your behalf. It's for people who want an assistant on their own computer or server, and teams building agents around their documents and workflows. It runs natively on Windows, macOS and Linux as a single executable. It's free and open source under Apache 2.0.

Raycast Ollama brings Ollama models into Raycast on macOS and Windows, for people who want AI chat and text assistance within their desktop launcher. It connects to Ollama on your own machine or a remote server you choose. The extension is open source under the MIT license, and local inference doesn't require an Ollama API key.

Open Deep Research is a self-hosted AI agent that searches for information and writes research reports. It's for developers and teams who want to choose their own models and research tools. The project is archived and no longer maintained.

CodeGPT is an AI coding assistant for VS Code, JetBrains and Visual Studio that lets developers choose between models running locally through Ollama or LM Studio and cloud models such as Claude, GPT, Gemini and Grok. It's for people who want help writing and debugging code inside their editor while keeping control over which model handles each task.

Kerlig is a paid AI writing assistant for Mac that works with text in the apps you already use. It's aimed at people writing client emails, Slack replies and Jira tickets who want help editing and drafting without moving everything into a browser chat. It runs on Apple Silicon and Intel Macs with macOS 12 or later.

Hillnote is a writing and planning workspace for people who want their notes on their own disk, with AI available inside the editor. It runs on Mac, Windows, iOS and Android. The editor, workspace and local AI work offline, and getting started doesn't require an account.

Wingman-AI is a self-hosted AI agent platform for work that needs ongoing context and several agents with different roles. It suits developers and teams handling research, support, or recurring operations alongside coding tasks. A lead agent can delegate work to specialized subagents, each with its own workspace and session history.

Roo Code is an AI coding assistant for developers working in a code editor. The project is archived and no longer maintained, and its extension has been shut down. It builds on Cline, and its source code is available under the Apache License 2.0.

Trilium Notes is a local-first note-taking app for people building a large personal knowledge base. It runs on Windows, macOS and Linux, or on your own server through Docker, with browser access and a mobile web interface. It's free and open source under AGPL-3.0.

Voxta is an AI companion for people who want a character they can talk to, give work to or use in interactive stories. You choose its personality, voice and optional avatar. The proprietary local-server edition has a browser interface, and AI processing can run entirely on your hardware, through Voxta Cloud or across a mix of local and cloud services.

Open-LLM-VTuber is a local AI companion for people who want a character they can talk to, with a Live2D avatar that responds through speech and expressions. It runs on Windows, macOS and Linux through web and desktop clients. With local models for speech and language processing, it works fully offline and keeps conversations on your device. Cloud APIs are optional alternatives that send the corresponding processing to external services.

Anarlog, formerly Hyprnote, is a desktop AI meeting notetaker for people who want to keep private conversations on their own hardware. It captures audio from your device without adding a bot to the call and stays hidden during screen sharing. The app runs on macOS, Windows and Linux; its community application is open source under the MIT license.

TypingMind is a browser chat frontend for people who want to choose their model providers and manage conversations in one place. It connects to cloud APIs such as OpenAI, Claude and Gemini, and supports custom endpoints for locally hosted models such as Ollama and LocalAI. The frontend does not run model inference itself.