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The MCP Security Checklist: 50 Vulnerabilities to Audit Before Shipping
Comprehensive security audit checklist for MCP servers. 50 specific vulnerabilities across injection, authentication, authorization, transport, supply chain, and operational security. Includes exploitation examples, detection methods, and remediation code.
Multi-Agent Orchestration with MCP Swarms
Architect autonomous multi-agent swarms using Model Context Protocol. Implement hierarchical delegation, state synchronization, and consensus protocols.
Benchmarking 20 Popular MCP Servers: Latency, Throughput & Cost Analysis
Comprehensive benchmarks of 20 production MCP servers across stdio vs SSE transports, connection pooling strategies, cold start times, token efficiency, and real-world cost per 1M tool calls. Includes methodology, raw data, and optimization recommendations.
MCP Server Monetization: Production Models
Architect paid MCP servers using Stripe Billing, token metering, and HTTP 402 machine payments. Covers real auth flows, mppx code, and unit economics.
MCP in Production: 7 Hard Lessons from Running MCP Servers at Scale
Real war stories from running MCP servers in production at scale. Covers connection storms, token blowouts, cascade failures, debugging nightmares, and the architectural patterns that actually work.
OpenCode Free AI Agent Guide
Guide to running OpenCode coding agent completely free without API keys using Zen free tier, local LLMs, and OAuth accounts.
Self-Correcting Verification Loops in Agents
Build robust self-correcting /loop verification harnesses for AI agents using Test-Driven Agent Development, dual-agent critics, and MCP test sandboxes.
Autonomous Goal Loops for AI Agents with MCP
Architecting autonomous /goal execution loops with Model Context Protocol. Learn hierarchical task decomposition, state checkpointing, and convergence.
Continuous Background Loops for AI Agents
Deploy persistent background agent loops and daemon workflows with MCP. Master async event triggers, cron scheduling, and safe human-in-the-loop handoffs.
Automated Doc Verification Loops with Claude CLI
Build automated documentation verification loops with Claude CLI and MCP. Validate code snippets, test tool schemas, and sync SDK docs in CI/CD. Verified.
Building Custom MCP Clients: Developer Guide
Engineering guide to building custom Model Context Protocol (MCP) clients. Learn transport lifecycles, schema mapping to OpenAI/Anthropic, and tool execution loops.
Debugging MCP Servers: A Developer Guide
Diagnose, debug, and resolve MCP server issues: handle stdio stream corruption, use the MCP Inspector, interpret JSON-RPC error codes, and audit telemetry.
Gemini 2.5 and 3.0 MCP Client Setup Guide
Connect Google Gemini 2.5 and 3.0 models to MCP servers via Python SDK and Antigravity. Full schema translation, stdio bridge, and config. Verified working.
A2A and MCP: Multi-Agent Protocol Federation
Learn how the Agent-to-Agent (A2A) protocol and Model Context Protocol combine into a secure, decentralized multi-agent enterprise federation stack.
Autonomous SWE Bench Toolchains with MCP
Architect autonomous software engineering agents capable of solving complex SWE-bench issues using chained Model Context Protocol toolchains.
GEM Framework: Agentic RL and MCP Environments
Integrate the General Experience Maker (GEM) framework with Model Context Protocol (MCP) servers to train and benchmark agentic LLMs via reinforcement learning.
Hierarchical Zero-Trust MCP Gateways Guide
Deploy hierarchical zero-trust MCP gateways with Envoy and mTLS. Enforce RBAC, DLP redaction, and schema filters for Claude and Codex. Verified working.
MCP Context Caching and Prompt Compression
Learn how to slash LLM costs and latency by combining Anthropic prompt caching, OpenAI prefix caching, and AST-based Model Context Protocol schema compression.
Reinforcement Learning for MCP Tool Calling
Train open-weight models on multi-turn Model Context Protocol tool execution using Group Relative Policy Optimization, verifiable rewards, and execution sandboxes.
Speculative Tool Execution in MCP Runtimes
Accelerate agent response times by 3x with speculative tool execution in MCP. Predictive streaming, idempotency classification, and rollback. Verified.
WebMCP: Browser DOM Automation Server Guide
Run Model Context Protocol servers in Chrome extensions and Web Workers. Inspect DOM trees, automate sessions, and integrate with Codex and Claude. Verified.
JEM Trajectory Evaluation for MCP Tool Calls
Evaluate and benchmark multi-turn Model Context Protocol agent trajectories using Judged Exact Match, step-level invariants, and automated CI regression suites.
Standardizing Cross-Client MCP Configurations
Eliminate configuration drift across Cursor, Windsurf, Claude Desktop, and OpenAI Codex CLI using unified single-source-of-truth schema synchronization.
Building an Enterprise MCP Reverse Proxy and API Gateway
Architecting a high-throughput, multi-tenant MCP reverse proxy and API gateway with centralized token budgeting, per-tool rate limiting, and transport multiplexing.
Deploying Remote MCP Servers on Kubernetes at Scale
Production guide to deploying containerized remote Model Context Protocol (MCP) servers on Kubernetes with Helm, JSON-RPC queue-based HPA, and secure Ingress.
MCP Telemetry and Distributed Tracing
Instrumenting Model Context Protocol servers with OpenTelemetry: Distributed context propagation, W3C traceparent headers, latency profiling, and Prometheus SLOs.
Dynamic Client Registration and OAuth in MCP
Implement RFC 7591 Dynamic Client Registration and OAuth 2.0 token exchange for remote MCP servers. Secure AI agent credentials with zero-trust policies.
Sandboxing MCP Server Execution Safely
Isolate Model Context Protocol server execution to stop arbitrary code execution, filesystem escapes, and credential leaks using Docker, gVisor, and microVMs.
Hardening MCP for SOC 2 and HIPAA Compliance
Compliance architecture for Model Context Protocol: client-side PII masking, immutable JSON-RPC audit logging, and zero-knowledge pipelines for SOC 2 and HIPAA.
Vector Search MCP: Pinecone and Qdrant
Architect enterprise vector search MCP tools with Pinecone and Qdrant: Implement hybrid BM25 and dense retrieval, RRF ranking, and token budgeting.
Real-Time Data Streaming via MCP SSE
Architecture for non-blocking tool execution in Model Context Protocol using Server-Sent Events, WebSockets, and JSON-RPC progress notifications.
Zero-Trust Enterprise Database Access via MCP
Harden enterprise database MCP servers for PostgreSQL and Snowflake: AST SQL query validation, read-only transaction pools, schema caching, and injection defense.
MCP Dynamic Fallbacks and Self-Healing
Build fault-tolerant Model Context Protocol clients: handle transient SSE dropouts, schema drift, circuit breaking, and automated JSON-RPC error recovery.
Multi-Agent Tool Orchestration with MCP
Architect multi-agent tool execution with Model Context Protocol. Enforce scoped tool partitioning, state isolation, and token context compression.
DevOps and Cloud SRE Tooling with MCP
Build production DevOps and SRE tooling with MCP: automate Kubernetes cluster diagnosis, AWS CloudWatch log triage, and two-man approval for remediations.
CI/CD Pipeline MCP Integration
Embed Model Context Protocol agents inside GitHub Actions and GitLab CI: Automated test failure triage, regression diagnosis, and secure PR commenting.
Enterprise Knowledge Search with MCP
Bridge Jira, Confluence, and Notion into a unified Model Context Protocol tool: token-efficient semantic search, HTML sanitization, and API rate-limit caching.
OpenAI Codex MCP Documentation: CLI Guide
Master OpenAI Codex CLI Model Context Protocol configuration: config.toml syntax, codex mcp subcommands, JSON-RPC debugging, and runtime troubleshooting.
Best MCP Servers for OpenAI Codex CLI
Curated and benchmarked recommendations for the top Model Context Protocol servers to enhance OpenAI Codex CLI: Setup, tool capabilities, and performance.
Configure MCP Servers in OpenAI Codex CLI
Complete 2026 config.toml setup, CLI commands, and troubleshooting for connecting MCP servers to OpenAI Codex CLI.
Unit Testing and Mocking MCP Servers Guide
Master unit testing and mocking for MCP servers using Vitest and Jest. Test JSON-RPC frames, mock transports, validate Zod schemas, and fix CI. Verified.
Multi-Client SSE Remote Connections in MCP
Implement remote multi-client SSE transports in Model Context Protocol. Manage per-session HTTP streams, CORS boundaries, and reverse proxy buffering.
Secure Shell Sandboxes for MCP Tool Execution
Design secure sandboxes for bash and shell tool calls in MCP. Implement Docker cgroups, gVisor isolation, network boundaries, and read-only bind mounts.
Cloud Infrastructure Auditor MCP Guide
Run automated cloud configuration security audits. Identify leaky S3 buckets, open security group ports, and loose IAM profiles directly from your IDE.
FFmpeg Media Processing MCP Guide
Automate video compression, audio transcoding, and media metadata inspection using an FFmpeg MCP server: Architecture, async jobs, and tool configurations.
HubSpot and Zendesk MCP Integration Guide
Connect HubSpot CRM contacts and Zendesk tickets to Model Context Protocol agents: Automated ticket triage, contact enrichment, and safe draft workflows.
Automating Vite and Chrome DevTools with MCP
Connect Vite dev servers and Chrome DevTools Protocol to AI agents to inspect console errors, debug layout glitches, and verify frontend changes in real time.
Neo4j Knowledge Graph MCP Server Guide
Connect Neo4j knowledge graphs to AI agents via MCP. Run Cypher queries, traverse entity relationships, and build structured GraphRAG pipelines.
Alpaca Finance API MCP Server Guide
Connect Alpaca Finance API to Model Context Protocol: Stream real-time market data, execute paper trades safely, and enforce autonomous budget guardrails.
Email Automation Workflows: Orchestrating Gmail and Resend Safely with MCP
Create secure email flows. Whitelist recipient domains, compose email templates, and trigger Gmail drafts programmatically with MCP.
Automating GitHub Actions with MCP
Automate CI/CD pipelines, monitor workflow runner statuses, and triage failed build logs directly from your AI agent using the official GitHub Actions MCP server.
Connecting Turso & LibSQL Edge Databases to AI Agents using MCP
Connect globally distributed LibSQL/Turso databases to AI agents. Expose safe read-only SQL execution tools for remote data queries.
OpenTelemetry and Distributed Tracing in MCP
Instrument Model Context Protocol servers with OpenTelemetry SDKs, W3C traceparent propagation, and OTLP exporters for Jaeger and Prometheus monitoring.
Kubernetes and Helm MCP Server Guide
Connect your Kubernetes clusters and Helm releases to AI agents via MCP. Run safe container diagnostics, view cluster logs, and perform rollbacks.
ChromaDB Vector Search MCP Server Guide
Connect ChromaDB vector search to AI agents via MCP. Build persistent semantic memory, dynamic embeddings retrieval, and production RAG tool pipelines.
Accepting Stripe's Machine Payments Protocol (MPP) in Your MCP Server
Charge agents per tool call with MPP: an MCP tool that returns a payment link, an endpoint that answers 402 with a challenge, and Shared Payment Token verification.
Paying for MCP Tools with Stripe's Machine Payments Protocol (MPP)
How an MCP client pays for a tool call with MPP: the HTTP 402 challenge, Shared Payment Tokens from a Link agent wallet, and the stablecoin alternative.
MCP Security Best Practices: Sandboxing, Auth & Zero-Trust for Production
Production-grade MCP security: stdin/stdout isolation, OAuth 2.1 for SSE, path traversal prevention, SQL injection defense, rate limiting, and audit logging. Includes TypeScript implementation patterns.
How to Set Up Your First MCP Server
Learn how to set up your first Model Context Protocol server in minutes: Step-by-step configuration for Claude Desktop, Cursor, and OpenAI Codex CLI.
Filesystem MCP Server Configuration Guide
Configure the official Filesystem MCP server for Claude Desktop, Cursor, and Codex CLI: Sandboxed directories, path traversal security, and tools.
How to Connect Slack to AI Agents with the Slack MCP Server
Integrate Slack with your AI agent using MCP. Read messages, post updates, manage channels, and automate Slack workflows seamlessly.
How to Build a Custom MCP Server from Scratch
Comprehensive guide to building custom Model Context Protocol (MCP) servers using the official TypeScript and Python SDKs. Includes Zod schemas, inspector testing, and error handling.
MySQL MCP Server Guide: Setup and Queries
Connect MySQL databases to Model Context Protocol agents: Step-by-step configuration, read-only permissions, schema discovery, and query execution.
Notion MCP Server Setup for Codex & Claude | Search, Create, Update Pages
Integrate Notion with OpenAI Codex & Claude. Query databases, create pages, update content via MCP. Includes Notion API token setup, config.toml example, and tool reference (search_pages, create_page, update_page).
PostgreSQL MCP Server Setup and Security Guide
Production guide to configuring the PostgreSQL Model Context Protocol (MCP) server. Includes read-only user creation, query timeout safeguards, and multi-client setup.
Fetch MCP Server Guide for API Integration
Connect LLM agents to the live web using the official Fetch MCP server. Configure uvx execution, HTML markdownification, and API ingestion with zero hassle.
How to Set Up the Brave Search MCP Server for Web Research
Enable your AI agent to search the web using Brave Search API through MCP. Perfect for research, fact-checking, and gathering real-time information.
Puppeteer MCP Server Web Automation Guide
Control headless Chromium with the official Puppeteer MCP server. Capture screenshots, automate forms, and scrape dynamic single-page web applications.
What Is Model Context Protocol (MCP)? Complete Technical Introduction
Authoritative guide to MCP: architecture, JSON-RPC 2.0 wire protocol, stdio vs SSE transports, security model, and how it connects Codex, Claude, Cursor to any tool. Includes sequence diagrams and code examples.
Git MCP Server Configuration Guide
Configure the official Git MCP server for Claude Desktop, Cursor, and Codex CLI: Automated branch management, staging, commits, and diff inspection.
GitHub MCP Server Setup for Codex & Claude | Complete 2026 Guide
Connect GitHub to OpenAI Codex & Claude Desktop in 5 minutes. Full config.toml, PAT authentication, tool reference (create_issue, create_pr, search_repos), and troubleshooting. Verified working.
How to Use the Google Drive MCP Server for Document Access
Connect Google Drive to your AI agent for searching, reading, and managing documents, spreadsheets, and files stored in your Drive.
SQLite MCP Server Configuration Guide
Connect SQLite databases to Model Context Protocol agents: Step-by-step setup, read-only query execution, schema inspection, and lock troubleshooting.
Cloudflare MCP Server Edge Infrastructure Guide
Deploy serverless Workers, query KV namespaces, manage R2 object storage, and configure DNS records using the official Cloudflare MCP server.
Docker MCP Server Configuration Guide
Manage Docker containers, images, and volumes through your AI agent using the Docker MCP server. Build, run, and monitor containers with natural language.
MongoDB MCP Server Configuration Guide
Connect MongoDB databases to Model Context Protocol agents: Step-by-step setup, read-only Atlas roles, aggregation pipelines, and schema exploration.
Memory MCP Server Knowledge Graph Guide
Build persistent AI memory across chat sessions using the official Knowledge Graph MCP server. Manage entities, relations, observations, and JSON storage.
Sentry MCP Server Setup for Error Monitoring
Integrate Sentry error monitoring with Claude Desktop, Cursor, and Codex CLI using the official Sentry MCP server. Triage issues and inspect stack traces.
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