MCP Servers, Tools and Agent Skills

NVIDIA NeMo Agent Toolkit is an open-source Python library for developers building self-hosted servers that expose AI tools and workflows through MCP or A2A. It also measures and evaluates agent workflows across frameworks. Its introductory NVIDIA NIM workflow uses hosted inference and requires an NVIDIA account and API key.

Mobile MCP connects AI agents to native iOS and Android apps for testing, form entry and extracting data from screens. Developers and testers can use the same tools across physical devices, simulators and emulators.

Whisper Notes transcribes interviews, lectures and meetings for people who need recordings to stay on their own device. It works without an internet connection or account.

Graphiti is a Python framework for developers building AI agents that need to remember information as it changes. It turns conversations, structured records and unstructured text into a queryable graph with a history of facts.

Marginalia is a research agent for people whose papers, notes and working files are spread across a mixed document library. It reads relevant parts of the original files before writing answers with citations.

Marketing Studio is a local rendering engine with a Claude Code plugin for developers and product teams creating launch materials from an app repository. It keeps generated media and review records alongside the product's code.

ScrapeGraphAI extracts data from websites and documents based on a plain-language request. Developers can use its self-hosted Python library or call a separate managed cloud API.

HyperResearch is a research agent for Claude Code and OpenAI Codex that produces cited reports and keeps sources for later questions. It's for researchers who want to review the evidence behind a report and reuse their collected material.

QuantDinger is a self-hosted AI trading platform for independent traders, Python strategy authors, and small teams. It brings research, strategy development, testing, and trade execution into one workspace while keeping strategy code and broker credentials under the operator's control.

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.

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.

AI Copywriter is a portable agent skill for people writing marketing copy and product interface text. It builds on blader's Humanizer, pairing copywriting guidance with rules for removing formulaic AI phrasing.

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.

Fable Orchestrator is a local routing skill for developers who want separate planning and implementation roles in Codex. Claude Fable makes planning decisions and reviews results, while Codex retains control of the workspace and tools.

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.

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.

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.

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.

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.

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.

Editable Design is an open-source toolkit of Codex skills for creating visual designs that remain editable. It covers posters, infographics and campaign artwork, with a separate skill for researchers who need PowerPoint diagrams from method descriptions.

Reverse Skill gives AI coding agents workflows for reverse engineering, authorized penetration testing and CTF challenges. It's for security researchers who want their agent to select an analysis method and work with the tools available on their machine.

WeKnora is a self-hosted AI knowledge platform for teams that want to query documents, carry out tasks using them and organize them into a wiki. These functions share the same knowledge bases.

ToolHive runs and manages Model Context Protocol (MCP) servers for developers and platform teams that want control over the tools their AI clients can access. It supports individual desktop use and shared deployments on your own infrastructure.