MCP servers for Codex CLI

Read-only Spring Boot runtime evidence for agents: beans, routes, health, startup.

Shared visual canvas (Excalidraw) for collaborative whiteboarding between AI agents and humans.

MCP server to read, inspect and troubleshoot codebase symbols

MCP server for Tangled git platform. Manage repositories, branches, and issues on tangled.org.

The last MCP server you install by hand. Discover, install, and configure MCP servers from inside your AI assistant.

TestRelic MCP Server — cloud-wired intelligent testing context (test creation, auto-healing, coverage gaps, test impact). One token

Public Telegram channels for agents: profiles, posting cadence, and similar-channel discovery.

Unofficial read-only TGJU: live Iranian gold, coin, currency and crypto prices with daily history.

Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. Supports profile

MCP proxy that reduces Claude context token usage by ~85-96% via lazy tool loading. Works with Claude Code, Claude Desktop, and any MCP

Offline PDF and text tools: merge, extract pages, inspect, clean text. No upload, no API key.

Local-only MCP server for TruePath PDF — let your AI process PDFs on your Mac, files never leave your machine.

AI-powered penetration testing. Launch scans, review findings, download reports.

MCP server quality scoring and optimization for the agent economy.

Agent coordination MCP server and Claude Code plugin — shared blackboard, decision tracking, and context assembly

Authorization proxy for another MCP server: a rule check and AI judges approve each tool call

CNC machine control via Universal G-code Sender. Jog, home, run files with hardware safety tokens.

MCP server for UK Parliament Questions and Statements API

The top conversion fix from real visitor sessions, with file and line, checked after you ship.

Store and retrieve text in a Qdrant vector database by similarity search.

Vercel-GitHub integration tool via MCP