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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.

yggdrasil VonderVuflya MCP server A local memory layer for AI coding agents that carries project decisions and status across sessions and tools. CX Codex +1 ★ 22repo stars mcp Swap-API MCP server SwapAPI's MCP server hands your agent executable calldata for token swaps on EVM chains. Useful when the swap has to be assembled inside the chat. CX Codex +1 ★ 22repo stars appstore-connect SardorbekR MCP server Connects an AI client to App Store Connect for app, TestFlight, build, pricing, and report tasks. It fits release and store management workflows. CX Codex +1 ★ 22repo stars PyreCrawl SanggonBoy MCP server A self-hosted MCP server that turns web pages into markdown for your agent, gets past Cloudflare and tracks page changes. No API keys involved. CX Codex +1 ★ 22repo stars hunch PrithviSeran MCP server Controls macOS desktop and native applications in the background without stealing window focus. Helpful when an agent needs to handle Mac tasks while you keep typing. CX Codex +1 ★ 22repo stars Agent Droid Bridge Neverlow512 MCP server Wires an AI agent to an Android phone or emulator over ADB, so it can tap, swipe, grab screenshots, launch apps and run shell commands from chat. CX Codex +1 ★ 22repo stars desktop-touch-mcp Harusame64 MCP server An MCP server that lets Claude or Cursor see and control a Windows 10/11 desktop: screenshots, UI Automation, mouse, keyboard, Chrome. CX Codex +1 ★ 22repo stars 1password CakeRepository MCP server Connects a 1Password Service Account to your AI assistant. Enables safe credential management and local command execution using op:// references without leaking plaintext. CX Codex +1 ★ 22repo stars opendata-cat xaviviro MCP server Gives your assistant a catalogue of Catalan open data: dataset search, field metadata and live queries against 15 portals. CX Codex +1 ★ 22repo stars Tripsy tripsyapp MCP server Connects AI assistants to the Tripsy travel planner to manage itineraries, accommodations, flights, expenses, and documents. CX Codex +1 ★ 22repo stars Openapi® openapi MCP server Connects openapi.com APIs to your agent: official Italian company records, PEC, SMS, geocoding and vehicle lookups. Useful when the chat needs live registry data. CX Codex +1 ★ 22repo stars Books & Papers MCP Server jmrplens MCP server Federates searches across scholarly databases and catalogs, generates formatted citations, and reads chapters. Useful for literature reviews directly inside your AI client. CX Codex +1 ★ 22repo stars Chart Library — Market-state research grahammccain MCP server Lets an agent pull finished-session market states, historical analogs and published studies with their sources attached. Useful when you want figures with caveats, not a bare quote. CX Codex +1 ★ 22repo stars surf GeckoVision MCP server Maps an OpenAPI spec or a Solana IDL into a graph your agent checks a call against before sending it. Built for actions that cost money. CX Codex +1 ★ 22repo stars HutchDB ExpeditedProjects MCP server A schemaless structured database for AI agents. It gives multiple assistants a shared storage space to query and update records across chats. CX Codex +1 ★ 22repo stars YouTube Transcript + YouTube Search MCP tubeagentkit MCP server A remote MCP server for YouTube video and channel search, transcripts, channel browsing, and playlists. Use it when an agent needs source material from YouTube. CX Codex +1 ★ 22repo stars sqry - Semantic Code Search verivus-oss MCP server AST-backed semantic code search that builds symbol and relation graphs locally. It lets AI assistants trace call paths and analyze dependencies without external requests. CX Codex +1 ★ 31repo stars sqry - Semantic Code Search verivus-oss MCP server An MCP server that runs AST-based semantic code search: symbols, relations and impact analysis across 37 languages. CX Codex +1 ★ 31repo stars openroad-mcp The-OpenROAD-Project MCP server Wires your assistant into OpenROAD: run commands, manage physical design sessions, read history and metrics from chat. Saves the terminal round-trips on RTL-GDSII work. CX Codex +1 ★ 30repo stars memory-industry LeandroPG19 MCP server Long-term memory for coding agents: a knowledge graph they can search, reason over and correct between sessions. CX Codex +1 ★ 30repo stars claude-octopus xiaolai MCP server Runs multiple customized Claude Code instances as MCP tools with dedicated model tiers and tool permissions. CX Codex +1 ★ 21repo stars tilda-mcp theYahia MCP server Connects the Tilda API to your AI agent: project and page lists, page HTML and CSS, export for self-hosting. CX Codex +1 ★ 21repo stars a2asearch-mcp tadas-github MCP server Connects your assistant to the A2ASearch registry to discover MCP servers, agents, and CLI tools. Retrieves setup snippets and repository links right inside the chat. CX Codex +1 ★ 21repo stars mcp sapiom MCP server A local MCP server named sapiom-dev that lets a coding agent scaffold, validate and run Sapiom agents on your machine, then deploy and inspect them in the cloud. CX Codex +1 ★ 21repo stars mcp-me paladini MCP server mcp-me gives an AI assistant MCP access to a structured profile of your skills, work history, projects, and interests. Use it when replies need personal context. CX Codex +1 ★ 21repo stars Madar mohanagy MCP server Indexes a TypeScript or Node.js project into a local graph, then hands the agent a small task-focused context pack: files, symbols, routes. No more rediscovering the repo each time. CX Codex +1 ★ 21repo stars ui-annotator-mcp mcpware MCP server Runs a proxy that injects hover overlays onto any web page so AI assistants reference interface elements by exact names. CX Codex +1 ★ 21repo stars Maple maple-kit MCP server Hands a coding agent the review comments pinned to a live preview: it reads the context, edits the code and closes the note with a commit. CX Codex +1 ★ 21repo stars mcp-n8n leonardosepulvedat MCP server Connect an AI agent to n8n to build and check workflows, inspect executions, and manage an instance. Setup uses your n8n URL and API key. CX Codex +1 ★ 21repo stars lastest las-team MCP server Wires your agent to a Lastest instance so it can run visual tests, read screenshot diffs and approve baseline images without leaving the chat. CX Codex +1 ★ 21repo stars sdd-mcp juanklagos MCP server Brings Spec-Driven Development to coding agents. It stops automated code generation until you approve written specs and plans. CX Codex +1 ★ 21repo stars mcp-zuul imatza-rh MCP server Query Zuul CI to inspect failed builds, search logs, and check pipeline progress. Useful when a job fails and you need to locate the task or host behind it. CX Codex +1 ★ 21repo stars transfa colapsis MCP server Let an agent upload a local file and return a download link. Useful when you need to share a project artifact without uploading it yourself. CX Codex +1 ★ 21repo stars Terminal MCP Server aybelatchane MCP server An MCP server that hands an AI agent live terminal sessions plus a structured screen snapshot, so it can press keys, click on found elements and wait for output. CX Codex +1 ★ 21repo stars fixmap aryamthecodebreaker MCP server Builds deterministic impact and context maps from issues or diffs. Guides coding assistants to the right files without third-party model queries. CX Codex +1 ★ 21repo stars AndroJack MCP VIKAS9793 MCP server Feeds your coding agent verified Android and Jetpack Compose documentation to prevent outdated APIs and hallucinated packages. CX Codex +1 ★ 21repo stars LLMSlim memory Thanatos9404 MCP server This MCP server keeps agent and user messages in local SQLite, then selects relevant context under a token budget. CX Codex +1 ★ 21repo stars pixelpanda-mcp RyanKramer MCP server Lets your coding agent edit images from chat: crop, compress, cut backgrounds, upscale, and generate product shots. CX Codex +1 ★ 21repo stars Verdi Bridge RuihongY MCP server Connects your coding agent to a live Synopsys Verdi session to inspect simulation waveforms and trace RTL drivers. CX Codex +1 ★ 21repo stars octen-mcp Octen-Team MCP server Gives your agent live web search and turns URLs into clean markdown. Handy when the answer lives on a page, not in the repo. CX Codex +1 ★ 21repo stars

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