Tools tagged with "MCP"

Arize Phoenix helps developers investigate failures in AI agents and LLM applications and compare proposed fixes. It connects recorded application activity with evaluations and repeatable experiments.

Bloks is a desktop workspace for people who want personal AI agents working on their own computer. Its messaging-style interface gives agents individual chats and shared rooms for collaborative work.

Pieces builds a searchable history of your work across apps for people who need to recover earlier decisions, find research or pick up an interrupted task. It runs in the background on your computer.

gptme is an AI agent for developers and people doing data analysis or other knowledge work in their own environment. It can act on files and use installed tools, with a choice of local models or cloud providers.

Onyx is an AI search and chat platform for teams with information scattered across workplace apps. It gives employees and AI agents answers grounded in company documents.

SuperClaude is a configuration framework for developers who want predefined workflows in Claude Code. It adds task-specific commands and specialist agents for planning software, writing code and reviewing the results.

Diariz is a self-hosted meeting transcription app for individuals and teams that want recordings and transcripts on their own server. It turns captured or uploaded audio into searchable meeting records.

Open WebUI is a self-hosted chat workspace for individuals and teams using local LLMs and cloud models. It can work entirely offline with local models.

Agent Lightning is a Python framework for developers and researchers training AI agents through reinforcement learning. It keeps the agent's existing tools, context and task environment involved in training, so feedback comes from the workflow the agent actually uses.

arxiv-mcp-server gives AI assistants tools to find and study arXiv papers. It's for researchers who want an assistant to inspect specific sections and work with a locally stored paper library.

ACP Bridge lets teams and bots access coding agents running on a development machine or server through a shared HTTP API. It connects agents through the Agent Client Protocol (ACP), so callers don't need each agent installed on their own computer.

Minutes is a meeting notetaker for people who want searchable records of calls, voice memos and everyday dictation on their own computer. You can read the notes in the app or let an AI assistant search the conversations you choose to share.

LiveAgent is a desktop AI agent for people who want an assistant to work with files and commands on their computer. Local tool execution is separate from model access, which uses Claude, Codex or Gemini protocols, or services compatible with those protocols through a custom API address.

Torrix is a self-hosted LLM monitoring tool for teams investigating AI spending and failed requests. It keeps request records in your infrastructure and brings usage analytics and individual traces into one dashboard.

Pi Desktop is a desktop workspace for developers who want AI coding agents independent of their editor or terminal. It keeps projects and agent sessions together, with tools to review changes and inspect ongoing work.

Code Review Graph helps developers review changes with AI coding assistants without repeatedly supplying an entire repository. It keeps a local map of code relationships and returns the context relevant to a change or question.

Eidon AI is a self-hosted AI assistant for people who want everyday chat and agents that can carry out longer tasks on their own computer or server. A Chief of Staff agent answers directly, delegates work to specialists, or creates an agent for a task. Agents can message each other and keep working on a schedule.

Minima lets you ask questions about your own documents, with a choice of local inference or an external model. It's a self-hosted RAG tool for people and teams who want document-based answers while controlling where indexing and AI processing happen. It runs in Docker containers and is open source under the Mozilla Public License 2.0.

OneRAG is a self-hosted RAG framework for developers building chatbots that answer questions using their own documents. It combines document retrieval and AI answers, with replaceable components for different models and search needs.

n8n-MCP connects AI assistants to n8n so automation builders can create and maintain workflows through tools such as Claude, ChatGPT and Cursor. It's a connector for an assistant you already use, rather than a standalone AI agent.

Stash gives AI tools persistent memory so preferences, plans and working context can carry into later conversations. It's for people switching between AI tools and developers building agents that need information to survive between sessions.

CAMEL is a Python framework for developers and researchers building AI agent teams with models running locally through Ollama or through remote providers. Its Ollama integration connects agents to a local model service; choosing OpenAI instead sends model requests to OpenAI and requires an API key. The framework is open source under Apache 2.0.

Wake is a desktop app for developers who need to find past coding-agent conversations across tools. It gathers session histories into a library organized by project and agent.

Laya brings work notifications into one feed for people managing email, tickets, pull requests, and team messages. It gathers related context and prepares action cards with drafts you can review before sending.

SwarmVault is a self-hosted knowledge base for people organizing research, notes or code documentation for themselves and AI agents. It turns collected sources into a persistent Markdown wiki with connections you can inspect.

claudectl manages multiple Claude Code sessions for developers who need to track parallel work and intervene when an agent gets stuck. Its terminal dashboard brings session activity, approvals and spending into one view.

MyAgents is a desktop AI agent workspace for people who want help with coding, research and recurring work on their own computers. Agents can use project files, a terminal and an embedded browser while you review their results.

PenEcho is a visual workspace for people working through ideas with handwritten notes, equations and sketches. AI uses the canvas as context and places answers or interactive results beside your work.

Stirling PDF is a PDF workspace for editing individual documents and automating larger document workflows. It runs through a browser on your own server, with Docker deployment, or as a desktop application for Windows, macOS and Linux.

OpenManus is a Python framework for developers who want to run and extend a general AI agent on their own machine. You give it tasks through a terminal, and it connects a language model to tools that can act on those tasks.

OpenRAG is a self-hosted platform for searching documents and asking questions about them through an AI chat interface. It brings Langflow, OpenSearch, and Docling together for developers and teams that want a document knowledge base with control over its retrieval workflows. It's open source under Apache 2.0 and supports self-managed deployment with Docker or Podman.

Capka is a self-hosted AI agent for people and teams whose work ends in a document, spreadsheet or code patch. It works with uploaded files, runs code and returns editable outputs you can revise through conversation. The app and its Linux sandboxes run on your own server.

Karakeep is a bookmark manager for people collecting articles, notes, images and PDFs for later use. It keeps saved material searchable and can preserve pages after their original links disappear.

Kition is a desktop AI workspace for writing, research, and project planning. Its agent works directly with editable project files, so you can inspect proposed changes in the documents and boards they affect.