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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.

PIO Agent jl-codes MCP server PIO Agent lets a coding agent inspect PlatformIO projects, build and flash firmware, and monitor device output. Use it to run embedded-development tasks through an MCP client. CX Codex +1 ★ 54repo stars ai-memory alphaonedev MCP server Long-term memory server for AI coding assistants. It keeps architectural context across sessions in a local database without spending tokens until retrieval. CX Codex +1 ★ 54repo stars Stockbit MCP INo-xious MCP server Hands your agent quotes, orderbook and analytics from Indonesia's IDX through your own Stockbit account. Portfolio access is read-only; real trades are off the table. CX Codex +1 ★ 54repo stars arifOS — Constitutional AI Kernel ariffazil MCP server arifOS checks an AI agent’s consequential proposals against constitutional rules before execution and records the verdict. A human keeps the veto. CX Codex +1 ★ 54repo stars flightclaw flightclaw MCP server Searches ~300 airlines, monitors fare drops, and prepares flight bookings via checkout links directly inside your AI chat. CX Codex +1 ★ 75repo stars clickup taazkareem MCP server Connects ClickUp workspaces to coding assistants for managing tasks, sprints, and time tracking. Keeps project management inside the terminal. CX Codex +1 ★ 53repo stars mcp-console-automation ooples MCP server Lets an agent drive local consoles and SSH sessions: run commands, send input, read output, spot errors. Useful when terminal work needs automating. CX Codex +1 ★ 53repo stars Mobile Device MCP srmorete MCP server Gives your agent hands on a phone: taps, scrolling, typing, screenshots and UI tree reads across several devices at once. CX Codex +1 ★ 52repo stars Credit Optimizer v5 for Manus AI rafsilva85 MCP server Routes Manus AI prompts between Standard, Max, and free Chat modes to cut credit waste by 30–75% without degrading output quality. CX Codex +1 ★ 52repo stars pagecast mcpware MCP server Records a browser session and exports a GIF or MP4 with zoom on each interaction. Useful for README demos. CX Codex +1 ★ 52repo stars perplexity-comet-mcp RapierCraft MCP server Connects Claude to the Perplexity Comet browser so the agent can open pages, click through them and pull data while you keep coding. CX Codex +1 ★ 52repo stars mcp-sitecore-server Antonytm MCP server Connects an AI agent to Sitecore so it can read and change project data. Useful when you want the agent to work with Sitecore content and APIs directly. CX Codex +1 ★ 52repo stars AutoMobile kaeawc MCP server An MCP server that lets an AI agent drive your Android or iOS device: tap, swipe, launch apps and watch the screen. CX Codex +1 ★ 52repo stars dns-aid dns-aid MCP server MCP server discovers and publishes AI agents using DNS SVCB records without centralized registries. Useful for connecting distributed tools through standard domain names. CX Codex +1 ★ 73repo stars random-number-mcp zazencodes MCP server Give an agent tools for random values, list selection and secure tokens. Useful when these operations need to happen through an MCP client. CX Codex +1 ★ 51repo stars Codex MCP Go w31r4 MCP server A Go MCP server that wraps Codex CLI. Lets your agent hand coding tasks to Codex as a tool call. CX Codex +1 ★ 51repo stars Mi Fitness Data Bridge shkyyy18 MCP server Local-first bridge that saves Xiaomi Mi Fitness records into SQLite or JSON files. Exposes activity and sleep metrics directly to AI agents via stdio MCP. CX Codex +1 ★ 51repo stars Komodo MCP Server MP-Tool MCP server An MCP server that hands your assistant the keys to Komodo: containers, stacks, deployments, servers and builds. Useful when infra work happens from the chat window. CX Codex +1 ★ 51repo stars Knolo HiveForensics-AI MCP server A read-only retrieval MCP server for pinned Knolo V5 Knowledge Images. It allows coding agents to query pre-verified local knowledge without network access. CX Codex +1 ★ 51repo stars codescene-mcp-server codescene-oss MCP server Feeds your AI assistant Code Health metrics from the local codebase: complexity, nesting, technical debt. Useful when AI writes code and maintainability matters. CX Codex +1 ★ 72repo stars DuDuClaw zhixuli0406 MCP server Bridges CLI agents to 11 messaging platforms and maintains conversation memory in SQLite. Useful when teams need AI coders reachable right inside chat apps. CX Codex +1 ★ 50repo stars dnstwist w0h1v MCP server Wires dnstwist into your agent so it enumerates domains that imitate yours and checks which ones are already taken. CX Codex +1 ★ 50repo stars Slack Explorer MCP shibayu36 MCP server An MCP server that lets your coding agent read Slack messages and threads. Useful when the answer you need sits in a channel, not in the repo. CX Codex +1 ★ 50repo stars mcp openagentemail MCP server Assigns email addresses to agents, catches incoming OTP messages, and manages structured task handoffs across runs. CX Codex +1 ★ 50repo stars Browsentic imshaikot MCP server Browsentic connects an agent CLI to a browser where you are already signed in. Use its side panel or an MCP client to work with open tabs. CX Codex +1 ★ 50repo stars TiaCommander a4webdev MCP server An MCP server that links an AI assistant to Siemens TIA Portal through the Openness API, so you can drive PLC projects in plain language. CX Codex +1 ★ 50repo stars hotelbooking RollingGo-AI MCP server Links AI agents to the RollingGo travel API for hotel searches, live rates, and room availability. Requires an API key to query. CX Codex +1 ★ 50repo stars mcp-zenml zenml-io MCP server An MCP server that lets your agent read and change ZenML resources: pipelines, runs, stacks, models. Handy when you want live ML platform data inside the editor. CX Codex +1 ★ 49repo stars code-memory kapillamba4 MCP server Runs local semantic searches across your codebase and Git history without third-party API keys. It delivers exact code slices to avoid wasting tokens on entire files. CX Codex +1 ★ 49repo stars fast-mcp-telegram leshchenko1979 MCP server An MCP gateway that lets your coding agent read and send Telegram messages: 8 tools, QR sign-in, and raw MTProto over HTTP. CX Codex +1 ★ 49repo stars better-bear KuvopLLC MCP server An MCP server and CLI for Bear notes over CloudKit: read, search, create, edit and tag. Ships a context folder for LLMs. CX Codex +1 ★ 68repo stars understand-quickly looptech-ai MCP server MCP server connecting agents to code-knowledge graphs and git drift details from the understand-quickly index. CX Codex +1 ★ 48repo stars FATSEARCH fatsearch MCP server FATSEARCH lets an agent read JavaScript-heavy pages and PDFs as compact Markdown. Use it when a built-in fetch misses a page or sends too much of it into context. CX Codex +1 ★ 48repo stars metabase-ai-assistant enessari MCP server An MCP server that wires your AI assistant into Metabase: SQL, dashboards, dbt models and PII masking. CX Codex +1 ★ 48repo stars Beckett - MCP for Godot beckettlab MCP server Runs an in-editor MCP server for Godot 4 without external runtime bridges. Lets AI agents inspect live scenes and edit GDScript or C#. CX Codex +1 ★ 48repo stars Ephemora Cell MCP — WASM Sandbox MichaelS1011 MCP server Runs agent-generated code in an isolated WASM environment with resource limits. Use it to separate execution from the project and produce signed evidence of a run. CX Codex +1 ★ 48repo stars scopus-mcp qwe4559999 MCP server An MCP server that plugs the Elsevier Scopus API into your assistant, so it can search papers, pull abstracts and look up authors. CX Codex +1 ★ 47repo stars open-notebook Epochal-dev MCP server Bridges your AI agent with an Open Notebook instance to search records, store research sources, and manage notes. Useful for querying your personal knowledge base in editor sessions. CX Codex +1 ★ 47repo stars otakit OtaKit MCP server Wires your agent into OtaKit so it can inspect a project, push a build, publish a release and roll it back. Useful when you ship OTA updates to a Capacitor app. CX Codex +1 ★ 47repo stars Agent402.Tools: pay-per-call web tools MikeyPetrillo MCP server Connects coding agents to an index of 500+ web utilities paid per call in USDC or proof-of-work. Useful when your agent needs on-demand external data, routing, or specialized research reports. CX Codex +1 ★ 47repo stars

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