Tools tagged with "MCP"

Devo is a coding agent for developers who want to choose their model provider and run the agent on their own machine. Its desktop app and terminal interface handle coding and other engineering tasks that require multiple steps.

GenOffice is a Microsoft Office alternative for people who want to edit documents on their own computer and let an AI agent make changes inside the files. It works with native .docx, .xlsx and .pptx files alongside PDF, Markdown and HTML.

Dify is a visual builder for teams creating AI agents and applications that use their own data and tools. Its canvas makes application logic visible so teams can inspect and test how a task proceeds.

sage-wiki turns a document collection into a linked wiki and knowledge graph for researchers, teams, and AI agents that need reusable knowledge across tasks.

ExtractThinker is a Python library for developers who want to extract structured data from documents using models running locally through Ollama. It also supports OpenAI, Anthropic and Groq. With a cloud provider, extraction sends document content to that service, requires provider credentials and may incur charges.

Open Science Desktop brings research agents, notebooks and project files into one workbench for researchers who want to inspect the work behind an AI-generated result. Agents can carry a research topic through literature review, experiments, analysis and manuscript writing.

agentacct is a local dashboard for developers who want to see what coding agents did across projects and compare their work with resource use. It brings recorded activity and results into task receipts rather than relying on an agent's claim that a job is finished.

OpenCodeReview is a locally installed AI code review CLI for developers who want findings tied to specific code lines. It sends code to a configured LLM endpoint through OpenAI- or Anthropic-compatible APIs. The local CLI handles the review process; model inference depends on that endpoint.

mcp-use is a TypeScript framework for developers building MCP servers and apps for ChatGPT, Claude, and AI agents. It brings tool definitions, interactive interfaces, and testing into one development framework.

PocketPaw is a self-hosted AI agent for people who want an assistant to write code, manage files and act on websites from their own computer or server.

OKF Agent Memory gives AI coding agents persistent project knowledge across sessions. It's for developers who want agents to retain architectural decisions and project constraints without loading the entire knowledge base into every prompt.

E2B provides isolated execution environments for developers building coding assistants, computer-use agents and background jobs. You supply the model and agent logic; it supplies the machine where the agent works.

projectmem gives AI coding assistants a persistent record of a project's debugging history and architectural decisions. It's for developers who want agents to carry useful context between sessions and check past failures before repeating them.

Zed is a desktop code editor for developers who want coding assistance from models running on their own machine or infrastructure they control. Its Agent and Inline Assistant can use Ollama, llama.cpp, LM Studio or a local OpenAI-compatible server. The editor connects to these model servers, which perform inference.

Taskyon is a browser-based AI workspace for people investigating technical problems and developing engineering designs. It keeps the work in a task tree so related questions, evidence and decisions stay connected.

KanDev is a self-hosted workspace for developers managing AI coding tasks and reviewing the resulting changes. It organizes work on kanban boards and lets you define workflows with your own agent choices and review gates.

Vexa is a meeting bot and transcription API for developers adding meeting features to products and teams connecting calls to AI agents. Its bots join Google Meet, Microsoft Teams and Zoom to capture the conversation.

Lexora is a personal desktop AI agent for research, creative projects and everyday planning as well as coding. It works toward a goal while you give direction and review its work.

DeskcommCRM is a self-hosted CRM for businesses selling through WhatsApp. Its AI agents handle customer conversations, qualify leads and support sales within the CRM.

ChatWise is a desktop AI chat app for people who want to use different model providers in one interface. It keeps chat data on your device while sending requests to the provider you choose.

AIRecon automates penetration testing and bug bounty reconnaissance for security testers. It guides an assessment through reconnaissance, analysis, exploitation and reporting, with a terminal interface for following the agent's work.

Cloud CLI is a browser interface for developers who want to work with coding agents and manage projects from a computer or phone. It connects to Claude Code, OpenCode, Cursor CLI and Codex, so you can access agent sessions beyond the terminal.

OpenWhispr is a dictation and meeting transcription app for people who want to write by voice and keep searchable records of conversations. It lets you choose local processing or cloud providers.

AutoRAG Agent searches documents and connected archives where they already live, then reads the relevant sources to produce answers with file, page or line references. It runs on macOS, Windows and Linux and suits people researching information spread across local files, messages and notes.

PYTHIA monitors world events and generates forecasts for people tracking global risks and developers building AI agents that need current-world context. It combines Osiris's globe and live feeds with MiroFish's forecasting approach and local Ollama models.

Oterm is a terminal chat client for people who want to use local LLMs or hosted models without a browser interface. It keeps separate conversations and their settings so you can return to ongoing work.

AgentRQ lets people assign work to AI agents, follow their progress and answer requests for decisions from a browser, phone or desktop app. Agents run on computers you own; the task dashboard can run on your server or the hosted service.

TUUI is a desktop AI chat application and Model Context Protocol (MCP) client for people who want to use model-connected tools in one interface. Developers can also extend it to build their own desktop AI applications.

LocalScribe records online meetings and turns them into timestamped transcripts on your PC. It's for people who need private meeting records they can review and correct while retaining the original text and audio.

KaaS is a self-hosted AI knowledge base for personal research and teams preserving knowledge across role changes. It turns notes, documents and transcripts into wiki articles you can read, edit and query.

RAGFlow helps teams build AI agents that answer questions using their own documents. It extracts content from complex files and retrieves supporting material that readers can check.

Skyvern automates browser tasks for teams handling forms, vendor portals and repeated data collection. It uses vision models to identify page elements, helping workflows adapt when website layouts change.

Activepieces is a self-hosted automation platform for teams that want AI agents and app workflows on their own servers. It runs with Docker or Kubernetes, alongside a managed cloud offering. Self-hosting controls where the app runs; connections to Anthropic, OpenAI, AWS Bedrock or Google Gemini still send model requests to those providers using your credentials.

NLM Memory collects coding conversations into one searchable store on your machine. It's for developers who switch agents or editors and need earlier reasoning to remain available when decisions change.