Tools tagged with "MCP"

Framelink MCP connects Figma designs to AI coding agents so developers can implement interfaces using their project's own components and conventions. It supplies design details without prescribing a framework or generated code.

TruLens helps developers assess AI agents and retrieval-augmented generation (RAG) apps, then trace poor results to the steps that caused them. It connects evaluation scores with execution traces so teams can compare changes in quality, latency and cost.

OpenBrowserAgent is an installed browser extension for Chrome, Firefox and Safari that combines page-focused chat with browser automation. It connects to local Ollama endpoints or model APIs you configure. Requests send selected browser context and messages to that endpoint; a remote model connection sends that material outside the browser.

TypingMind is an AI chat frontend for people who want to use different model providers in one workspace. It brings conversations, project materials and custom AI agents into a shared interface.

ReMe gives AI agents lasting memory across conversations. It's for developers who want coding assistants or personal agents to retain useful facts, preferences, and procedures in files they can inspect and edit.

Alfred Black is a self-hosted AI agent for people who need help tracking messages, tasks and ongoing commitments. It runs continuously and brings related information together so you can review a concern without piecing together scattered threads.

Claude Code Router is a local gateway for developers using coding agents such as Claude Code, Codex and OpenCode. It keeps provider selection and request routing in one app, while the selected cloud provider processes model requests remotely. Those requests leave your machine.

Vidurai is a local AI memory service for developers who want their AI assistant to understand recent work without repeatedly explaining it. It tracks file changes, terminal activity and errors, then prepares a focused summary for an assistant. The background service and its stored development history stay on your machine.

Hippo Memory gives coding agents persistent memory across projects, sessions and tool changes. It's for developers who want agents to retain useful lessons and stop recalling facts that have proved wrong.

MCP Context Forge is a gateway and registry for teams connecting AI clients to multiple tools, agents and services. It gives them one place to discover available services, control access and inspect calls.

Trilium Notes is a note-taking app for people building large personal knowledge bases. Its tree structure lets one note appear in multiple branches, so you can organize related material without keeping separate copies.

AnythingLLM is an AI assistant for people who want document chat and agents on their own hardware. Its desktop app can work with local models without an account or cloud API key.

Hope Agent is a desktop AI assistant that can also run without a desktop interface on a NAS or cloud server. It's for people who want ongoing project work, memory and task state to carry across sessions and devices. It supports local model setup. Data stays on the hosting machine by default, while requests to remote models go directly to the selected provider.

Strands Harness SDK is an open source toolkit for developers building AI agents who need control over their behavior. It handles the agent loop while letting you choose its components.

Witsy is a desktop AI assistant for people who want to chat with models, work with documents and write across applications. You can choose local models or cloud providers, with feature availability depending on the backend.

PDFMathTranslate translates scientific papers for readers who need the text in another language while keeping equations and figures in context. It produces translated and bilingual PDFs so readers can compare the result with the original.

Sillage is a self-hosted web interface for developers who want to control Claude Code, Codex and OpenCode from a computer or phone. It runs the native agent CLIs on your machine with their own tools and permission flows. Agents use your existing subscriptions and API credentials; hosting the interface doesn't replace their model providers.

Pi is a terminal coding agent for developers who want an assistant they can adapt to their projects. Its small core supports custom workflows through extensions and shareable packages.

Postgres MCP Pro gives AI assistants access to PostgreSQL databases and tools for investigating performance problems. It's for developers and database maintainers who want an assistant to work with actual schema details and query plans.

QOwnNotes is a desktop notepad and todo manager for people who want to keep their notes in ordinary Markdown files on their own computer. It can use existing text files directly, so your notes remain accessible outside the app.

MemMachine gives developers building AI agents a way to remember earlier conversations and user preferences. Its memory persists across sessions, agents and model changes, so user history can carry over when an application switches models.

BoltAI is an AI workspace for Mac users who want local models and cloud services in one app for writing, coding and research. It keeps related conversations together and brings chat into other apps through an overlay.

GooeyPi gives developers a desktop interface for working with Pi, OMP and Prime Agent on local coding projects. Each agent keeps its own models, credentials and sessions, and switching agents doesn't stop work running in another.

CodePilot is a desktop AI workspace for coding, project work and everyday tasks. It brings Claude Code, Codex and a built-in agent into one app for people who want to work with files and conversations across local models and cloud services.

Morphik Core is a retrieval engine for developers building AI applications around documents whose meaning depends on charts, diagrams, or page layout. It brings document search and structured extraction into one platform.

MaxKB is an AI agent platform for organizations building support bots, internal knowledge assistants and business automation. It combines answers based on company documents with workflows that can act through connected tools.

Wingman-AI is a self-hosted AI agent platform for developers and teams handling coding, research, operations or support tasks that need ongoing context. It coordinates agents with distinct roles and retains their sessions across clients.

PrivateGPT is a self-hosted API layer for developers building applications around local models. It requires a separate inference server, such as Ollama, llama.cpp, vLLM or LocalAI; it doesn't run models itself.

taOS is a self-hosted AI agent platform for people who want to run assistants on their own computers and keep their conversations, files, and memory there. It brings agent management and local model access into a browser-based desktop.

Reticle lets AI coding agents check changes against a running web or desktop app. It's for developers who need to catch failed requests, duplicate submissions and application state that disagrees with what the screen shows.

Local Deep Research is a self-hosted AI research assistant for people investigating complex questions across web sources, academic papers and their own documents. It gathers evidence and writes reports with citations.

QwenPaw is a personal AI assistant for people who want an agent on their own computer or server. It retains conversation history and a personal knowledge base across sessions.

Talkio puts several AI models in one conversation so you can compare answers or have different roles discuss the same problem. It also supports ordinary one-to-one chats.

aichat is a terminal AI assistant for people who want to discuss files, generate shell commands and use model-powered tools from the command line. It connects to Ollama, OpenAI, Claude, Gemini and OpenAI-compatible API providers.