Glama Blog

X-Ray for Agents: Observability & Safe Tooling with MintMCP
Written by Om-Shree-0709 on .
Agentic Ai
observability
Enterprise
MintMCP
Automating GitHub Pull Request Security Checks with Glama AI Automation Feature
Written by Om-Shree-0709 on .
security
automation
Github
code-review
pull-requests
cybersecurity
Overriding MCP tool name, description, and input schema
Written by punkpeye on .
changelog
mcp
Obot MCP Gateway: An Enterprise Control Plane for the Model Context Protocol
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Enterprise
MCP Gateway
Obot-mcp
Accelerating the Agent Economy: Building and Deploying MCP Servers with Contexta AI
Written by Om-Shree-0709 on .
mcp
Contexta AI
Agent-Economy
Serverless / PaaS Platforms
Automate Your Daily Routine with Glama AI Automation feature: A Step-by-Step Tutorial
Written by Om-Shree-0709 on .
mcp
automation
real-time-updates
discord bot
Rethinking Tool Calling: Towards a Scalable Standard
Written by Om-Shree-0709 on .
mcp
LLMs
Agentic System
UTCP
Tool Calling
One-Click Deployment for Any MCP Server
Written by punkpeye on .
security
mcp
sse
hosting
Exposing Agents as MCP Servers with mcp-agent
Written by Om-Shree-0709 on .
mcp
AI-agent
mcp-agent
LastMile AI
Based on Current Trends: Create LinkedIn, X, and Instagram Post Captions with Glama AI Automation feature: A Step-by-Step Tutorial
Written by Om-Shree-0709 on .
automation
Agentic Ai
Content Creation
RSS Feed Automation
Telegram Bot Integration
We are bringing back SSE
Written by punkpeye on .
changelog
sse
The Missing Gateway: Centralizing Security for the Model Context Protocol
Written by Om-Shree-0709 on .
mcp
AI Security
Gateway
Agentic System
Secure AI
Using Model Context Protocol for Real-Time PDF Intelligence in Healthcare
Written by Om-Shree-0709 on .
mcp
HealthCare AI
PDF Processing
Document Ingestion
Building Flexible MCP Tools with GraphQL and Rust
Written by Om-Shree-0709 on .
mcp
AI-agent
GraphQl
Apollo
Elicitation in MCP: Bridging the Human-AI Gap
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Elicitation
Streamable HTTP
Comparing MCP vs LangChain/ReAct for Chatbots
Written by Om-Shree-0709 on .
mcp
react
Chatbots
LangChain
MCP for Customer Service: Integrating CRM with Chat
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Tool Integration
Agent Protocol
Securing Chatbots in Production with MCP
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Building Memory into Chatbots/Assistants with MCP
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Tool Integration
Agent Protocol
Connecting Virtual Assistants to Databases via MCP
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Tool Integration
Agent Protocol
Designing Tool-Enabled Chat Interfaces
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Tool Integration
Agent Protocol
Next‑Gen Chatbots: Extending Chat with MCP
Written by Om-Shree-0709 on .
mcp
Chatbots
Conversational AI
Tool Integration
Agent Protocol
Securing IoT Automation via MCP
Written by Om-Shree-0709 on .
security
mcp
Edge AI
IoT
Agent Workflows and Tool Design for Edge MCP Servers
Written by Om-Shree-0709 on .
security
mcp
Edge AI
IoT
Real-World Use Cases: Smart Home & Industrial IoT with MCP
Written by Om-Shree-0709 on .
security
mcp
Edge AI
IoT
Smart Devices
Implementing MCP on Edge Devices
Written by Om-Shree-0709 on .
security
cloud mcp servers
Edge AI
IoT
Smart Devices
Bringing AI to the Edge: MCP for IoT
Written by Om-Shree-0709 on .
security
mcp
Edge AI
IoT
Smart Devices
Monitoring and Security for MCP based AI Systems
Written by Om-Shree-0709 on .
security
mcp
Agentic Ai
cloud mcp servers
Building AI CI/CD Pipelines with MCP
Written by Om-Shree-0709 on .
mcp
automation
CI/CD
Can MCP Tools Remember Things Between Calls?
Written by Om-Shree-0709 on .
mcp
stateless
Redis
memory
Why MCP Uses JSON-RPC Instead of REST or gRPC
Written by Om-Shree-0709 on .
mcp
REST
gRPC
RPC
Cloud-Native AI: Leveraging MCP for Scalable Integrations
Written by Om-Shree-0709 on .
cloud mcp servers
DevOps
Case Study – Automating an ETL Pipeline with MCP
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Data Science
Pipeline
ETL
Integrating Data Tools and Models with MCP
Written by Om-Shree-0709 on .
mcp
AI-agent
Data Science
Using MCP with Jupyter Notebooks: Agent‑Driven Workflow in Python
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Data Science
Jupyter
Getting Started: Deploying an MCP Server for Data Projects
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Data Science
MCP in Data Science: Streamlining AI Workflows
Written by Om-Shree-0709 on .
Agentic Ai
Data Science
Pipeline
Building, Deploying & Using Fabric RTI MCP Server
Written by Om-Shree-0709 on .
mcp
microsoft
servers
Fabric
RTI
Microsoft Fabric RTI MCP Server
Written by Om-Shree-0709 on .
mcp
servers
Microsoft Fabric
Building an MCP Server/Client in Windows 11
Written by Om-Shree-0709 on .
mcp
Windows
servers
Ai Foundry
How the Windows MCP Registry & Security Model Works in Windows 11
Written by Om-Shree-0709 on .
security
mcp
Windows
Ai Foundry
Introduction to Windows AI Foundry & MCP on Windows 11
Written by Om-Shree-0709 on .
mcp
Windows
Foundry
How to Use MCP Inspector with Remote or Cloud‑hosted MCP Servers
Written by Om-Shree-0709 on .
mcp
MCP Inspector
cloud mcp servers
Keeping MCP Inspector Safe: Lessons from CVE‑2025‑49596
Written by Om-Shree-0709 on .
mcp
Agentic Ai
MCP Inspector
MicroVMs Over Containers: A Safer Execution Path for AI Agents
Written by Om-Shree-0709 on .
assistant tools
mcp
AI-agent
MicroVMs
sandbox
Using MCP Inspector to Test Tools, Prompts, and Resources
Written by Om-Shree-0709 on .
mcp
Agentic Ai
MCP Inspector
How MCP Inspector Works: A Simple Look at Its Architecture and Setup
Written by Om-Shree-0709 on .
mcp
AI-agent
MCP Inspector
Building Protected MCP Servers – Insights from Den Delimarsky
Written by Om-Shree-0709 on .
mcp
Agentic Ai
servers
Best Practices
Please Make Jarvis So I Don’t Have To – Vision from Kent C. Dodds
Written by Om-Shree-0709 on .
mcp
Agentic Ai
From Experiment to Enterprise: Scaling MCP at Block
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Block
Understanding AWS Agents: Strands, Bedrock Agents, and AgentCore with MCP
Written by Om-Shree-0709 on .
mcp
AWS
Strands Agents SDK
Agentic Ai
Bedrock Agent
Agent Core
Observability & Governance: Using OTEL, Guardrails & Metrics with MCP Workflows
Written by Om-Shree-0709 on .
mcp
AWS
Strands Agents SDK
Agentic Ai
observability
otel
guardrails
Serverless Scaling: Deploying Strands + MCP on AWS
Written by Om-Shree-0709 on .
mcp
serverless
AWS
Strands Agents SDK
Agentic Ai
Fargate
ECS
EKS
Implementing a Basic Strands Agent with MCP Servers
Written by Om-Shree-0709 on .
mcp
AWS
Strands Agents SDK
Agentic Ai
Understanding AWS Strands Agents, an Open Source AI Agents SDK
Written by Om-Shree-0709 on .
mcp
opentelemetry
AI-agent
AWS
Strands Agents SDK
Model-First Development
Agentic Ai
LLMs
Scaling Enterprise GenAI with MCP (Bloomberg Case Study)
Written by Om-Shree-0709 on .
mcp
Agentic Ai
GenAI
Bloomberg
Typed Composition with MCP: Experiments from Dagger
Written by Om-Shree-0709 on .
mcp
Dagger
Building a MCP Server for Agentic Commerce (PayPal Edition)
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Paypal
Getting Started with Browser MCP: Automate Web Browsing with AI and MCP Protocol
Written by Om-Shree-0709 on .
mcp
automation
browser
The Story of Git MCP
Written by Om-Shree-0709 on .
open source
mcp
cloudflare
Git MCP
AI Dev Tools
Generating Use Case-Specific MCP Servers with Postman
Written by Om-Shree-0709 on .
mcp
Agentic Ai
Postman
Next-Gen Agent Architectures with MCP: A Guide for Builders
Written by Om-Shree-0709 on .
MCP Registry: Standardizing Server Discovery
Written by Om-Shree-0709 on .
ai use cases
mcp
registries
MCP Project Update (Part 2): Ecosystem, Registries & Governance
Written by Om-Shree-0709 on .
mcp
Project
Ecosystem
registries
governance
MCP Project Update (Part 1): Protocol Evolution & Technical Insights
Written by Om-Shree-0709 on .
mcp
evolution
insights
Tools, Resources, and URI Schemes in MCP
Written by Om-Shree-0709 on .
assistant tools
security
mcp
Multi-Agent Collaboration with MCP: How AWS Tackles Inter-Agent Communication
Written by Om-Shree-0709 on .
mcp
Getting started with MCP Desktop Extensions (DXT) in Claude Desktop
Written by Om-Shree-0709 on .
vscode
mcp
anthropic
ClaudeDesktop
DXTExtension
MongoDB Integration in VS Code Using MongoDB MCP: A Step-by-Step Tutorial
Written by Om-Shree-0709 on .
vscode
mcp
mongodb
Exploring MCP’s Hidden Primitives: Prompts, Resources, Sampling & Roots
Written by Om-Shree-0709 on .
mcp
anthropic
AI-agent
context-handling
OAuth for MCP: A Developer’s Guide
Written by Om-Shree-0709 on .
mcp
oAuth
Secure
Authentication
GitHub Integration in VS Code Using Docker MCP: A Step-by-Step Tutorial
Written by Om-Shree-0709 on .
vscode
mcp
Docker
Github
How to use agents?
Written by punkpeye on .
documentation
How to install and use MCP servers?
Written by punkpeye on .
mcp
documentation
MCP vs A2A vs ACP: Comparing Agent Protocols
Written by Om-Shree-0709 on .
mcp
AI-agent
A2A
ACP
What is glama.json?
Written by punkpeye on .
mcp
documentation
Securing MCP in an Agentic World
Written by Om-Shree-0709 on .
mcp
How Persistent Memory Supercharges Your MCP Server (with Cloudflare)
Written by Om-Shree-0709 on .
mcp
cloudflare
Designing Smarter MCP Workflows with Middleware – Practical Ideas & Code
Written by Om-Shree-0709 on .
mcp
Deploy a Minimal MCP Server on AWS Lambda — Fast & Serverless
Written by Om-Shree-0709 on .
mcp
React Router v7 and Fastify
Written by punkpeye on .
remix
react-router
fastify
NLWeb: Microsoft's Protocol for AI-Powered Website Search
Written by punkpeye on .
mcp
nlweb
microsoft
MCP vs API
Written by punkpeye on .
mcp
openapi
The Model Context Protocol (MCP): A USB‑C Port for AI Applications
Written by Om-Shree-0709 on .
mcp
guide
Adding Observability to a React Router v7 app
Written by punkpeye on .
react-router
opentelemetry
Model Context Protocol (MCP) Evals
Written by punkpeye on .
mcp
evals
MCP server directory API
Written by punkpeye on .
api
mcp
MCP Discord
Written by punkpeye on .
mcp
discord
Preventing React Router Server Code Bundling in Vite
Written by punkpeye on .
remix
react-router
fastify
Using AI to find bugs in open-source projects
Written by punkpeye on .
llm
mcp
ai
Model Context Protocol (MCP) Quickstart
Written by punkpeye on .
typescript
mcp
anthropic
Splitting markdown documents for RAG
Written by punkpeye on .
Serverless AI Tools: Create LLM Functions in Your Browser
Written by punkpeye on .
engineering
serverless
javascript
Customizing Scrollbar Using CSS
Written by punkpeye on .
engineering
css
macOS
Windows
Automating macOS using Claude Computer Use
Written by punkpeye on .
anthropic
macOS
automation
Computer Use by Anthropic: A 5-Minute Setup Guide and Demo
Written by punkpeye on .
anthropic
automation
browser
Rendering Markdown in React without react-markdown
Written by punkpeye on .
engineering
markdown
react
What makes a good API key?
Written by punkpeye on .
engineering
api
security
Implementing Tool Functionality in Conversational AI
Written by punkpeye on .
assistant tools
OpenAI
TypeScript
open source
Perfecting Text Input: The Art of Subtle Details
Written by punkpeye on .
ux
product design
Replacing GitHub Copilot with Local LLMs
Written by punkpeye on .
llm
local llm
ollama
vscode
No Single LLM Can Be Trusted in Isolation
Written by punkpeye on .
llm
trust
multi-modal
Chat Cost Calculator API for LLMs
Written by punkpeye on .
api
cost
Using LLMs to reduce sign-up & onboarding friction
Written by punkpeye on .
engineering
ux
ui
ai use cases
data normalization
typescript
Using command bar to change model
Written by punkpeye on .
changelog
command bar
OpenAI is shockingly good at unminifying code
Written by punkpeye on .
engineering
openai