Technology

MCP

MCP is the open-source standard for securely connecting AI agents (like LLMs) to external tools, data, and enterprise workflows.

The Model Context Protocol (MCP) functions as a standardized integration layer: think of it as a USB-C port for AI applications. Developed and open-sourced by Anthropic, this protocol allows large language models (LLMs) to access real-time context and execute actions via external tools like GitHub, Jira, or proprietary databases . It uses a simple JSON-RPC interface to define tools, schemas, and endpoints, which enables AI agents to perform complex, state-changing tasks—such as creating a GitHub issue or running a test script—rather than just generating text . MCP is essential for building agentic AI systems that can autonomously pursue goals and operate within defined safety and permission boundaries .

https://modelcontextprotocol.io/

What builders pair with MCP

Projects using both technologies. Select a pairing to see a project.

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Pairing: Claude Code

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Goals MCP for preventing agents from reporting "Fake Done"

Missoula · August 26, 2026

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SamePage: Aligning UI Agents
Columbus Sep 7
axum SSE
Goals MCP: Preventing Fake Done
Missoula Aug 26
goals_mcp Claude Code
Multi-Agent Context Control
Da Nang Aug 15
Python OpenAI API
Claude Code: Context Fix
Atlanta Aug 13
Claude Code OpenAI Codex
Agents write the code, phones approve the merge: device-in-the-loop C…
Seattle Aug 4
Claude Code Gemini
What if loops are the problem?
New York City Jul 29
MCP TypeScript
AI Boost: Context Sharing System
Valencia Jul 28
Django GitHub OAuth
Dig.rest
Orange County Jul 21
Qwen MCP
NetShow: Completion Utility Stack
Orange County Jul 21
OpenAI API Anthropic API
Orcastrator: AI Quality Assurance
Islamabad Rawalpindi Jul 18
Playwright Azure AI Foundry
AI for PowerPoint Karaoke
Nürnberg Jun 24
Claude series Google Slides
Three Models, One Ledger: A Live Multi-Model Witness Protocol over MCP
Austin Jun 18
MCP Claude
PostHog: Fixing AI Agents
Montreal Jun 17
PostHog AI Observability PostHog Evaluations
Wrapping MCPs to beat context pollution
Prague Jun 12
PydanticAI Redis
Inhabited-design: an adversarial-persona Claude Code skill that produ…
Seattle Jun 8
Claude Code claude-4
What Is Your Coding Agent Actually Searching?
Columbus Jun 1
Python tree-sitter
How We Built AI Agents That Buy Media Across 10+ Ad Platforms
Seattle May 26
MCP Claude
Building an AI publishing platform with an AI dev squad
Tokyo May 26
Claude TypeScript
Conversation as a Signal Query Engine - HQIQ Maestro
Dubai May 23
LiveKit Agents Gemini Live API
ArgosBrain pushed Opus 4.7 from 87.6% to 95% on SWE-bench Verified
Paris May 21
SCIP Language Server Protocol
Turning Claude into a Transactional Lawyer: Building a Legal Contract…
Raleigh May 6
MCP Claude Desktop
Methodologies for the Optimization of Developers' Workflow with AI Ag…
Pereira Apr 30
MCP Skills
Watch a Sales Guy Ship Agentic Infrastructure
Toronto Apr 29
MCP Claude
Learnings of integrating OpenClaw & Local LLM into my Home Assistant …
Hong Kong Apr 29
Home Assistant OpenClaw