Tag

Notes tagged "MCP"

20 field notes about MCP. Quick, practical, no fluff.

143

When AI Agents Get Their Memory Poisoned

A free, open-source tool now acts as a bodyguard between your AI agent and its memory — quietly blocking attacks before they cause real damage.

AIopen-sourceautomationMCPJun 30github
137

The Google Tool That Outlived Its Creator's Job

A Google engineer built the fastest way to connect AI agents to all of Google Workspace — then got fired. The tool still works, and it's worth knowing about.

AItoolsMCPworkflowautomationJun 24github
132

Your AI Coder Now Knows Your Whole Project

A tool that gives AI coding assistants a map of your entire project — so they stop getting lost and start getting useful, fast.

MCPAItoolsworkflowJun 19github
110

Bumblebee Scans Your Tools for Hidden Threats

Perplexity open-sourced a free scanner that checks your team's computers for compromised software packages and AI tool configs — without touching anything.

open-sourcesecurityMCPtoolsMay 28github
107

Websites That Talk to AI Agents Directly

Google's new WebMCP standard lets AI agents interact with websites cleanly — no guessing, no fumbling — and Booking.com, Shopify, and Expedia are already on board.

MCPAIworkflowautomationMay 24original
96

Your AI assistant finally remembers you

A small open-source tool gives your AI coding assistant a long-term memory — so it stops forgetting everything between sessions.

AImemoryself-hostingMCPopen-sourceMay 15github
94

Your codebase, searchable by AI, sent to no one

Sourcebot lets you run a private, searchable brain over all your code repositories — so your AI tools stop guessing and start knowing.

self-hostingAIopen-sourceMCPtoolsMay 13github
93

A backend built for AI, not for you

InsForge is a database and infrastructure platform designed to be operated by AI agents, not by humans clicking through dashboards.

AIopen-sourceself-hostingMCPdatabaseMay 12github
89

It Watches You Work, Then Writes the Instructions Itself

A small Mac app sits quietly in your menu bar, watches you repeat the same task three times, and then writes a detailed playbook your AI agent can follow — in your voice, with your logic baked in.

AIautomationworkflowMCPMay 8github
87

Design without asking permission

A free, open-source tool just appeared that does what Anthropic's shiny new design product does — except you own it, host it yourself, and it works with whichever AI you already use.

open-sourcedesignAIself-hostingMCPMay 6github
85

When One AI Agent Isn't Enough

Ruflo turns Claude into a self-organizing team of AI specialists that split the work between them, and it's free to run yourself.

AIautomationself-hostingopen-sourceMCPMay 5github
83

The AI that reads your code like a book, not a paper pile

A free, local tool that helps AI coding assistants find exactly what they need in your codebase — without wasting time (or money) reading everything.

open-sourceAItoolsMCPMay 4github
56

Your AI Finally Remembers You

A free tool that gives AI assistants a real memory — so they stop forgetting everything the moment you close the chat.

AImemoryopen-sourceself-hostingMCPApr 9github
55

Graphify: a free knowledge graph for any codebase

Free, open-source Claude Code skill that turns any codebase into a knowledge graph. Ask questions in plain English, runs 71x cheaper, works with a local mode.

AItoolsworkflowopen-sourceMCPApr 8github
48

One tool turned a solo coder into an overnight dev team

A small open-source tool called OMX quietly turned a single AI coding assistant into a coordinated team of agents — and someone used it to do a week's worth of work in one night.

AIautomationworkflowopen-sourceMCPApr 2github
43

One Plugin, Thirty-Two AI Teammates

A new plugin for Claude Code gives you an instant team of 32 specialized AI agents — architect, designer, librarian, and more — without writing a single line of setup.

AIMCPworkflowautomationtoolsMar 28github
42

One command. Eight sources. A real picture of right now.

A single command sends an AI agent across Reddit, YouTube, X, and five other sources — and brings back a grounded, cited summary of what people are actually saying in the last 30 days.

AIresearchworkflowtoolsMCPMar 27github
38

Your Calendar, Contacts, and Messages — Inside Claude

A small Mac app quietly bridges the gap between Claude and your actual life — calendar, messages, contacts, reminders, and location included.

MCPAItoolsautomationworkflowMar 25github
13

Your codebase, mapped — without leaving your browser

GitNexus turns any code repository into a visual map your AI assistant can actually read — privately, for free, in your browser.

AItoolsopen-sourceworkflowMCPMar 1github
9

What if your AI actually read the document, like a human?

A new open-source tool lets AI navigate long documents the way an expert would — by understanding structure, not just scanning for similar words.

AIopen-sourceMCPtoolsworkflowFeb 25github