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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.

ibara MayberryDT MCP server Gives your agent control of a spare Omarchy computer: desktop, browser, keyboard and mouse. You work on your machine, the agent works on the spare. CX Codex +1 ★ 14repo stars EcuDataMCP DweskZ MCP server Connects Claude and other AI agents to official Ecuador government data: CKAN, SRI, BCE, INEC, Supercias, SERCOP. No API key required. CX Codex +1 ★ 14repo stars Mac Shortcuts — read your Mac from any agent Dominic-DK MCP server Lets AI agents inspect your macOS Calendar, Reminders, Notes, and Contacts through Apple Shortcuts. Operates locally without external cloud accounts. CX Codex +1 ★ 14repo stars agent-browser AetherAI3 MCP server This MCP server gives an AI agent a self-hosted Chrome session with a live noVNC screen that a person can take over. CX Codex +1 ★ 14repo stars Helio gethelio MCP server A governance proxy sitting between agents and MCP tools. It enforces spending caps, requires prerequisite checks, and audits actions outside model context. CX Codex +1 ★ 14repo stars Koragraph Koragraph MCP server Indexes every repo you point it at into one local graph, so your agent can see what a change will break. Remembers facts tied to the code itself. CX Codex +1 ★ 14repo stars noddle draw noddle-dev MCP server Connects your assistant to noddle draw boards for collaborative diagram editing, history tracking, and anchored commenting without accounts. CX Codex +1 ★ 14repo stars Sourcegraph MCP Server sourcegraph-community MCP server Connects an agent to Sourcegraph code search and navigation. Use it when an MCP client needs repository discovery, symbol lookup, or change inspection. CX Codex +1 ★ 14repo stars call4me skeptrunedev MCP server Your agent dials businesses itself: books, reschedules, cancels, asks questions, sits on hold, then reports back with a transcript. CX Codex +1 ★ 14repo stars Awesome JEV daftAI2026 MCP server Searches TypeSafe Jev and System One ecosystem repositories and retrieves their recorded inclusion evidence. Useful when looking for agent skills, SDKs, and model routers. CX Codex +1 ★ 14repo stars HammerTime WentTheFox MCP server Creates Discord timestamps and handles HammerTime account settings. Use it when an agent needs date conversions, relative-time calculations, or timestamp formats. CX Codex +1 ★ 14repo stars Drafto JakubAnderwald MCP server Connect your Drafto notes and notebooks to Claude Code, Cursor, and other IDEs via MCP. Your agent gains access to search, create, and read notes directly in your workflow. CX Codex +1 ★ 14repo stars İTÜ MCP yatuk MCP server This MCP server connects İTÜ services to an AI assistant. Use it to check courses, grades, assignments, schedules, and library records. CX Codex +1 ★ 13repo stars VulnCheck vulncheck-oss MCP server Wires your AI assistant into VulnCheck vulnerability data, so you can ask about CVEs, exploits and risky packages without leaving the editor. CX Codex +1 ★ 13repo stars clawtouch-mcp tinqiao-oss MCP server This MCP server lets an agent operate a physical keyboard and mouse through USB HID. It fits hardware test rigs, kiosks, and locked-down machines. CX Codex +1 ★ 13repo stars Temporal Cortex Calendar MCP temporal-cortex MCP server 18 calendar tools for your agent: it looks up the contact, works out free time in the right zone and books the slot without clashing with anything already there. CX Codex +1 ★ 13repo stars Obsidian Brain sweir1 MCP server A local MCP server that hands your agent semantic search, a link graph and write access to an Obsidian vault. It works on plain .md files on disk. CX Codex +1 ★ 13repo stars Phonebook stag-build MCP server Harvests the @Preview and #Preview declarations already in your Android or iOS repo and builds a static HTML gallery of screens. Useful when a designer needs to see the UI without building the app. CX Codex +1 ★ 13repo stars MCP Skills Server srprasanna MCP server Serves custom skills from a mounted local directory to AI coding assistants via MCP, updating them on the fly when files change. CX Codex +1 ★ 13repo stars mcp-server spanlens MCP server This MCP server lets an IDE agent query Spanlens observability data, including LLM spend, traces, errors, and anomalies. Use it when investigating model usage. CX Codex +1 ★ 13repo stars dea shreyassaw5394 MCP server Gives a coding agent syscall traces, CPU profiles, thread stacks and open sockets from a live process, without breakpoints or a restart. CX Codex +1 ★ 13repo stars Baron Munchausen shinegang MCP server Persists agent project memory locally across restarts and closed chats. Evaluates model statements and tags unbacked claims directly. CX Codex +1 ★ 13repo stars glovebox-mcp segentic-lab MCP server Runs browser and desktop control inside a nested X11 window for AI agents. Use it when automation must stay away from your real screen and apps. CX Codex +1 ★ 13repo stars rclone rclone-ui MCP server Hooks an AI assistant up to a running rclone RC daemon so it can list remotes, copy and sync files, and browse directories. Handy when storage work should happen through chat instead of typed commands. CX Codex +1 ★ 13repo stars Serial MCP qarnet MCP server Connects AI coding assistants to microcontrollers through UART and USB serial ports. Useful for debugging STM32 or Arduino boards directly inside your agent chat. CX Codex +1 ★ 13repo stars kairn primeline-ai MCP server A local knowledge engine for AI agents. It stores connected facts and routes useful context into new sessions. CX Codex +1 ★ 13repo stars thread-keeper po4erk91 MCP server A local MCP server that gives separate agent CLIs one memory store, lets parallel sessions signal each other, and grows a skill library as they work. CX Codex +1 ★ 13repo stars Perforce Agentic Gateway perforce MCP server Local proxy connecting AI assistants to multiple MCP servers over one connection. It prevents context bloat and manages credentials in your system keychain. CX Codex +1 ★ 13repo stars maccabi-health orenyomtov MCP server Pulls your Maccabi Healthcare records into an AI assistant or a CLI: lab results, prescriptions, visits, referrals and PDFs. Handy when you want a second opinion on a test. CX Codex +1 ★ 13repo stars chunk-invariance ninadphalak MCP server Tests streaming filters for secrets split across chunks and can create a pytest regression test when a split breaks the result. CX Codex +1 ★ 13repo stars db-mcp (SQLite MCP Server) neverinfamous MCP server An MCP server that lets your coding agent read and change a SQLite database: queries, schema, audit trail, full-text and vector search. CX Codex +1 ★ 13repo stars agenticorg mishrasanjeev MCP server Connects the AgenticOrg platform to your development environment. It lets coding assistants discover enterprise APIs and run multi-step agent workflows. CX Codex +1 ★ 13repo stars devdocs-mcp madhan-g-p MCP server Provides version-pinned DevDocs.io documentation directly to your AI agent. Runs fully offline to stop API hallucinations. CX Codex +1 ★ 13repo stars PostSider lumizone MCP server This MCP server lets an AI agent read PostSider channels, prepare social posts, and send drafts into human approval workflows. CX Codex +1 ★ 13repo stars infrabroker luisgf MCP server An access broker for infrastructure. The agent asks for an action, the broker runs it with a throwaway credential and hands back only the output. CX Codex +1 ★ 13repo stars Loomle MCP for Unreal loomle MCP server Connects AI assistants to Unreal Engine 5.7 and 5.8 editors to inspect and edit Blueprints, assets, and widget hierarchies via SAL text. CX Codex +1 ★ 13repo stars skgate helv-io MCP server A self-hosted gateway for MCP tools and LLMs behind OAuth 2.1. It runs server packages directly and proxies multiple model providers through one endpoint. CX Codex +1 ★ 13repo stars hashnet hashgraph-online MCP server An MCP server that searches the HOL registry for AI agents, chats with them, registers new ones and runs ready-made workflows. CX Codex +1 ★ 13repo stars OpenHire · 哨兵 gzchenhao MCP server Searches jobs on employers' own ATS and returns the true posting date and days open to your agent. Your résumé stays on your machine. CX Codex +1 ★ 13repo stars doom-mcp gunnargrosch MCP server Runs classic DOOM inside your AI assistant sessions. It lets you direct the character step by step or hand over full control to the model. CX Codex +1 ★ 13repo stars

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