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MCP servers for Agent setup: memory, context, orchestration

MCP servers for Agent setup: memory, context, orchestration: what each one does, an install command and example prompts.

quantakrypto pqc-tools quantakrypto MCP server Connects 16 cryptographic audit tools to your agent. It helps discover legacy algorithms in source files and plan transitions to post-quantum standards. CX Codex +1 ★ 15repo stars JFrog Remote MCP Server jfrog MCP server Gives your coding assistant JFrog data: package and artifact lookup, build search, Xray findings, curation status. Hosted remotely and authenticated with OAuth. CX Codex +1 ★ 15repo stars Midjourney AceDataCloud MCP server Wires Midjourney into an AI agent through the AceDataCloud API: text-to-image, variations, edits, video. Useful when you need visuals without leaving the chat. CX Codex +1 ★ 15repo stars gamedev.pl gamedevpl MCP server Connects your coding agent to the gamedev.pl platform to build browser games from written specs. Transmits code, screenshots, and build progress. CX Codex +1 ★ 15repo stars SentinelX MCP pensados MCP server This MCP server lets an agent operate Linux, macOS, and Windows through approved actions. It fits host administration where every operation needs an audit trail. CX Codex +1 ★ 15repo stars Google Trends MCP trendsmcp-ai MCP server Gives your agent live trend data: keyword history, growth over 7 days to 5 years, and what is ranking right now. CX Codex +1 ★ 15repo stars pty-mcp raychao-oao MCP server An MCP server that gives the agent interactive terminal sessions: local shell, SSH, serial ports, and remote sessions that survive disconnects. CX Codex +1 ★ 20repo stars akf HMAKT99 MCP server An MCP server with 10 AKF tools: the agent checks whether a file is safe to build on, then stamps what it verified. CX Codex +1 ★ 20repo stars Scandit Scandit MCP server The Scandit MCP server connects your agent to the SDK for capturing barcodes, QR codes, and documents. Use it when you're adding scanning to a mobile or web app and want the agent to write the integration instead of reading the SDK docs. CX Codex +1 ★ 20repo stars psquare thehesiod MCP server psquare lets an agent read ParentSquare feeds, calendars, messages, and roster data. It relies on saved session cookies rather than a public API. CX Codex +1 ★ 14repo stars brainbox thebasedcapital MCP server Remembers which files your agent reads and edits together, then surfaces them before a search starts. Saves the usual grep round on repeat tasks. CX Codex +1 ★ 14repo stars korean-elementary-learning-map-mcp taehyeonglim MCP server This MCP server lets an AI client query Korea’s elementary curriculum map, including standards, topics, and prerequisite links. Use it to find requirements or build a learning roadmap. CX Codex +1 ★ 14repo stars korean-rnd-regs-mcp smilemin07 MCP server Looks up South Korean national R&D regulations from a plain-language case description and returns cited provisions. Useful when you need the article, not a summary. CX Codex +1 ★ 14repo stars inbody-api-mcp rwestergren MCP server Reads InBody profile and scan data through MCP, including body fat, muscle mass and water. Use it when an agent needs access to your measurements. CX Codex +1 ★ 14repo stars fenestra-mcp richer-richard MCP server Renders native Rust interfaces headlessly and validates layouts in Claude Code. Enables AI agents to verify UI states from JSON descriptions without compiling code. CX Codex +1 ★ 14repo stars pendpost pendpost MCP server pendpost lets an agent prepare and schedule social posts while a person approves each item before it can be published. CX Codex +1 ★ 14repo stars PEAC Protocol: Signed interaction receipts peacprotocol MCP server MCP server for verifying, issuing, and decoding PEAC signed interaction records. Runs over stdio or HTTP, gives agents cryptographic verification tools without network calls. CX Codex +1 ★ 14repo stars Global Agent Memory ozankasikci MCP server Provides local Markdown-backed shared memory for Claude Code and other agents, with a human review queue in a web dashboard. CX Codex +1 ★ 14repo stars CloakMCP overtimepog MCP server CloakMCP gives AI agents a Chromium browser for navigation, page interaction, and content extraction, with anti-detection settings enabled by default. CX Codex +1 ★ 14repo stars Ultimate Gemini MCP nikships MCP server This MCP server generates images with Gemini 3.1 Flash, from 512px to 4K, with reference images and Google Search. It suits prompt-driven visual work. CX Codex +1 ★ 14repo stars figma-edit-mcp neozhehan MCP server Connects your AI assistant to Figma so it can read designs, add and change layers, and touch variables or styles. A plugin checks every operation before it runs. CX Codex +1 ★ 14repo stars Frugal Blender MCP mohakmalviya MCP server Connects coding agents to Blender via four tools, keeping baseline context consumption at 338 tokens through lazy schemas and request batching. CX Codex +1 ★ 14repo stars hot-memory-mcp michael-denyer MCP server Keeps project knowledge across sessions and places frequently used facts into context. Useful when an agent repeatedly asks for the same architecture details. CX Codex +1 ★ 14repo stars Lumae matlegault MCP server A free macOS screen recorder with an MCP server built in. Your agent films, cuts, zooms and captions the demo while you watch it happen in the editor. CX Codex +1 ★ 14repo stars Orca MCP Server jascal MCP server Connects Orca tools to an agent for describing and checking finite-state machines. Useful when topology errors must be found before execution. CX Codex +1 ★ 14repo stars Nordnet Portfolio hpasic MCP server Read-only MCP server exposing Nordnet brokerage balances, open positions, order records, and instrument search. Access portfolio figures directly inside your coding client. CX Codex +1 ★ 14repo stars aegis getaegis MCP server Keeps API credentials away from AI agents by routing calls through a local proxy. Injects auth tokens during transit and restricts destination domains. CX Codex +1 ★ 14repo stars mcp-jira-stdio freema MCP server Hooks Jira into your coding agent: open tickets, run JQL searches, post comments and file new issues without leaving the chat. CX Codex +1 ★ 14repo stars Pointframe MCP Server dimitar-radenkov MCP server Gives agents access to Windows screen and window captures, text recognition, and video recording. Runs without installing a separate desktop app. CX Codex +1 ★ 14repo stars Girder dhishwasher MCP server Girder builds a local codebase graph to supply coding agents with isolated functions instead of full files. It helps preserve the context window during deep code reviews or edits. CX Codex +1 ★ 14repo stars whoop-mcp davidmosiah MCP server Connects AI coding agents to WHOOP recovery, sleep, strain, and HRV data. Keeps OAuth credentials entirely on your local machine. CX Codex +1 ★ 14repo stars Claude Bridge constripacity MCP server Passes messages between coding-agent sessions through named channels and keeps their history in SQLite. Use it to share work across machines. CX Codex +1 ★ 14repo stars orbit constellation-works MCP server A local runtime that queues coding-agent tasks, runs them in isolated worktrees and keeps a record of how each change was delivered. CX Codex +1 ★ 14repo stars memoir camgitt MCP server An MCP server that stores decisions, goals and next steps in local project files. Switch between tools or machines without losing context. CX Codex +1 ★ 14repo stars Bomly bomly-dev MCP server Supplies AI coding agents with local dependency graphs to inspect package trees, run security audits, and verify changes. CX Codex +1 ★ 14repo stars Oko bartlomein MCP server Oko searches a project on the local machine and gives coding agents ranked code excerpts with line numbers. It helps when the codebase is unfamiliar. CX Codex +1 ★ 14repo stars myc aistastudio MCP server A local MCP server that gives a coding agent a task queue and a log of decisions. Everything sits in SQLite; the server makes no calls out. CX Codex +1 ★ 14repo stars searxng-mcp aicrafted MCP server Connects a SearXNG meta-search instance to AI assistants via MCP. Delivers aggregated web results across search engines directly to coding agents. CX Codex +1 ★ 14repo stars Gramps Web MCP Scormave MCP server Connects AI assistants to your Gramps Web family tree via the Model Context Protocol. Helps you trace lineages and search genealogy records directly from chat. CX Codex +1 ★ 14repo stars AdGuard Home MCP Server Samik081 MCP server This MCP server lets AI assistants manage AdGuard Home settings, from DNS filtering and query logs to clients, DHCP, and rewrites. CX Codex +1 ★ 14repo stars

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