#MCP
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7 Claude Prompts for Managing a Week of Social Media Publishing via MCP
Smart Post Studio shares 7 Claude prompts that connect to social scheduling tools via MCP, covering the full week's workflow: queue checks, multi-platform drafts, revisions, scheduling, and publish verification—plus permission setup and pitfalls.
AI Agent Verification Tool Invites Beta Testers: Orinyx Open-Source MCP Opens 5 Spots
Developer recruits 5 beta testers to try Orinyx, an independent AI Agent verification tool initially focused on healthcare, plus an open-source MCP for testing Agents with synthetic data. Internal testing already found a failure mode where the system can't judge output correctness yet gives reassuring wording.
The Token Cost of MCP Server Tool Lists: A 34,374-Listing Empirical Study
Measured across 34,374 MCP servers: tool-list tokens have a median of ~1,300, with the heaviest at 540K. Cost conversions, long-tail distribution, and savings strategies like prompt caching.
Quello: Unifying All AI Work Context with MCP
Quello is a productivity tool based on the MCP protocol that brings your work context into AI assistants like Claude, ChatGPT, and Gemini, providing cited sources and voice interaction to solve fragmented AI conversation context.
Audit Agent Skills Before Adoption with n8n and Agentel MCP
Learn how to audit Agent Skills before adoption using n8n's native MCP Client and Agentel MCP: check registered versions, declared permissions, licenses, evidence levels, and understand INFO quota and METERING_UNKNOWN caveats.
Managing WhatsApp Automation with Gemini CLI: A Hands-On Pidiga MCP Tutorial
Pidiga MCP + Gemini CLI tutorial: create WhatsApp automations with natural language—template selection, booking flows, invisible test runs, pre-launch checks, and human-confirmed sending, with full screenshots.
MCP Server Post-Mortem: 8 Lessons from Redesigning My Internal Tools
An MCP server post-mortem: from generic run_sql to narrow tools, user identity propagation, docstrings as interfaces, structured errors, resource data leakage protection, server-side auditing, and server versioning—8 hands-on lessons with Python code examples.
MCP and CLI in Tandem: Best Practices for AI Data Analysis Workflows
Explore how MCP and CLI divide responsibilities in AI data analysis: use MCP to inspect schemas and validate SQL in conversation, then use CLI to solidify queries into repeatable scripts, with cross-entry task handoff and result retrieval.
The Battle for AI Agent Control: Who Owns Identity, Rules, and Budget?
Google, Workday, and OpenAI drew AI Agent boundaries within a week. We analyze the fight over Agent identity, permissions, and budget, with MCP, CERT-In advisories, and the European supermarket attack, plus an enterprise checklist and lab test methods.
What's Your MCP Server Stack? A 2026 Practitioner Discussion
A 2026 practitioner discussion on MCP server stacks: stdio vs HTTP transport, agent tool visibility control, tool call budgets and rate-limiting patterns, and which MCP servers are truly useful rather than demos.
Zero-Cost Guide to Deploying MCP Servers on Cloudflare Workers
Step-by-step guide to deploying a Remote MCP server on Cloudflare Workers at zero cost: Streamable HTTP transport, Durable Objects session management, Zod validation, Bearer auth, MCP Inspector debugging, plus free-tier and KV quota pitfalls.
Custom MCP Servers: Giving LLMs Secure Access to Private Data and Tools
A deep dive into Anthropic's Model Context Protocol (MCP): client-server architecture, the three primitives, building custom MCP servers in TypeScript, local vs. remote deployment, and production security best practices.
jev-tools: Letting AI Coding Agents Verify Their Work with Repository Evidence
jev-tools is NomenAK's open-source toolkit for AI coding agents. Six tools like jev_ask and jev_check_diff let agents verify conclusions with repository evidence, with MCP and doc consistency checks.
After Ditching the Pricing Calculator, We Built a Memory Engine for AI Coding Assistants Using a Graph Database
How a failed pricing calculator became Banana: a FalkorDB graph database giving Claude Code and Cursor code-relationship memory, Edmonds-Karp max-flow token budgeting, and 17.4ms three-hop traversal.
The Complete Guide to Vibe Coding: Benefits, Pitfalls, and Security Practices
What is vibe coding? This article explains its mechanics, use cases, six typical failure modes, eight security practices, and MCP tool recommendations to help you enjoy speed without fragile code.
Building a Company Brain with a Graph Database: HandsOnRepo's Practice with FalkorDB
HandsOnRepo turned a GitHub org into a queryable company brain graph with FalkorDB—21k nodes answering who should review, why a rollback happened, and who is a risk to lose.
Guardrails Fail: MCP File Leaks, Copilot RCE, and Multilingual Agent Guard Blind Spots
This week's AI security research reveals systematic guardrail failures: 16.4% of MCP servers exhibit filesystem capability laundering, Visual Studio Copilot has an indirect prompt injection to RCE CVE, small guard models drift under multilingual input, and the INFUSE benchmark quantifies indirect injection risk.
How Do AI Agents Orchestrate Multiple Tools? MCP and Dynamic Discovery Explained
Former AWS architect Raj explains how AI agents orchestrate multiple tools: MCP protocol dynamic discovery, ReAct loop decision-making, and vector retrieval to optimize context bloat.
12,000 Repos Reveal: No Middle Class in the MCP Ecosystem—Winner Takes All
Full analysis of 12,534 MCP server and Agent Skill repos: the top 1% take 47.5% of Stars, median is just 64, 62.8% of servers have under 100 Stars, and 70% of install paths are broken.
ChatGPT MCP Events: Trigger Tasks from Gmail, Slack, and GitHub
Explaining ChatGPT MCP Events: how to trigger Work tasks from Gmail, Slack, GitHub, and custom MCP server events, key points for signed Webhook configuration, and how the 30-runs-per-hour quota affects workflow design.