Tools tagged with "MCP"

GrapeRoot is a local MCP context tool for developers using AI coding assistants on projects that require repeated file exploration. It selects relevant code before each prompt reaches the assistant and remembers earlier work.

RepoRelay makes Git repositories searchable by AI coding assistants across projects and versions. It's for developers who want a shared code index on their own infrastructure, accessible from different editors.

QuickDesk is a remote desktop app that lets AI agents operate other computers through a built-in MCP server. Developers and administrators can automate desktop tasks while watching the agent's actions and intervening when needed.

Presenton is an AI presentation maker for teams turning reports and source documents into decks, and developers adding slide generation to their apps. It can reuse an existing PowerPoint design so generated presentations follow your own layouts.

LLM Wiki is a desktop AI knowledge base for people building a research library or personal reference collection. It creates lasting, linked pages from your documents and updates them as your sources change.

BrowserWing is a local browser automation tool for developers and AI agent users who need repeatable website tasks and structured data. It lets you record a workflow once and make it available to agents as a reusable action.

LobsterAI is a desktop AI agent built on OpenClaw for office work and local projects. It operates tools on your computer and keeps sessions, configuration and memory there. You select each agent’s model separately from its workspace and tools.

Harbor helps people experiment with local LLMs by connecting model backends, chat interfaces and supporting services. Its CLI and companion app manage those connections in a shared development environment.

Latitude is an AI agent monitoring platform for teams investigating production failures. It links recurring problems to the conversations and tool calls behind them, then gives coding agents the context to work on a fix.

Hermes Browser Extension puts an existing Hermes Agent in a browser side panel for people who want to ask about the pages they're reading. Page context works through local or remote API connections; Hermes Cloud and dashboard-ticket connections are chat-only.

Nanocoder is a terminal AI coding assistant for developers who want to choose which model works on their code. It can use local models through Ollama or send requests to a hosted provider through an OpenAI-compatible API.

Agency Orchestrator coordinates specialist AI roles for developers and solo builders working on product plans, research or content. A task description can become a team that divides the work and combines its results.

Claude Code Agent Monitor gives developers one place to follow coding agents and inspect their work across Claude Code, Cursor and Codex. It keeps conversations and activity available for review after a session ends.

Claw Orchestrator gives developers one interface for multiple coding agents and checks their results independently. You define acceptance criteria, and the runtime executes the checks and keeps the evidence on disk.

search2ai is a self-hosted search gateway for developers adding web access to AI agents and chat clients. It connects your chosen search services through one interface, with backup providers when requests fail.

OpenVINO Model Server is a self-hosted inference server for developers and teams serving AI models on their own machines or servers. It uses OpenVINO to run workloads on x86 CPUs, including Xeon, with acceleration for Intel integrated and discrete GPUs and NPUs. It's open source under Apache 2.0.

total-agent-memory gives AI coding agents persistent memory of decisions, fixes and project conventions across sessions and repositories. It's for developers who don't want to keep explaining earlier work to Claude Code, Codex CLI, Cursor or another MCP client.

FunASR is a speech-to-text toolkit for developers building transcription services and voice applications. It supports offline recordings and live speech on local hardware or self-hosted servers, with capabilities that depend on the model and runtime.

Serena gives AI coding agents tools to work with functions, classes and the relationships between them. It's for developers who want an agent to locate and change specific code without reading every file in full.

Codewhale is a coding assistant for developers who want an agent to inspect projects, make changes and check the results. It runs on your computer and lets you choose the model and the permissions it works under.

Codanna helps developers and AI coding agents explore a repository and assess which code a change could affect. It connects code search with function relationships, so an assistant can get context around a match in one response.

DevSpace is a self-hosted MCP server for developers who want ChatGPT, Claude or another compatible client to work in projects on their own machine. It connects an assistant to selected local folders and the project's terminal tools.

Tracely helps developers trace AI agents and turn production failures into tests that catch the same problem before another release. It uses recorded runs as test cases, so teams can build regression coverage from failures their agents have actually encountered.

Atomic Agent is a local AI agent for people who want an assistant to work with their browser, files and code on their own hardware. Its model and task loop can run offline, while sessions and memory stay on disk. It's free and open source under the MIT license.

Memvid gives AI agents persistent memory in a portable file. It's for developers who need agents to recall conversations or search documents without running a separate database server.

Open Interpreter is a locally installed terminal coding agent for developers on macOS, Linux and Windows. It's a fork of OpenAI's Codex that focuses on adapting agent behavior to lower-cost models. Commands run on your computer inside native sandboxing; model requests go to your selected provider, so local installation alone doesn't mean local inference.

Chat2DB Community is a free local database client for developers, database administrators and analysts who want AI assistance beside their SQL editor. It runs on Windows, macOS and Linux, or in Docker with browser access. You connect your own AI model; where AI requests go depends on that connection, so the local app alone doesn't guarantee local inference.

Remembra Relay saves coding session handoffs so developers can switch assistants or resume a project on another machine without reconstructing its progress. The next agent receives a brief of completed work, unfinished tasks and failing checks.

wigolo gives AI agents web access from a server on your own machine. It's for developers who want coding assistants or self-hosted agents to gather web evidence and reuse what they've already fetched.

LibreChat is a self-hosted ChatGPT alternative for people and teams who want to use different AI providers in one chat workspace. It lets you switch models while keeping conversations in the same interface.

chatz is a self-hosted AI chat app that can display live charts, tables and status panels inside conversations. It's for individuals and teams who want to host their own chat interface, choose their model providers and connect tools. The app is open source under the MIT license.

MCP Inspector is a developer tool for testing the Model Context Protocol servers that connect AI applications to tools and data. It lets you examine server behavior directly, without testing every interaction through an AI chat application.

x64dbg-MCP Server connects an MCP-compatible AI assistant to x64dbg for direct inspection and control of a debugging session. It's for reverse engineers, malware analysts and security researchers investigating Windows binaries.

LocalAI is a self-hosted AI runtime for developers and teams that want to run models on their own hardware. It brings language, speech, vision and media generation into one server that existing AI applications can connect to.