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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.

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 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 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 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 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 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 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 bun-uia ObscuritySRL MCP server An MCP server that hands your coding agent control over native Windows windows through UI Automation. Useful when the target app is a desktop program, not a browser. CX Codex +1 ★ 21repo stars Connapse Destrayon MCP server A self-hosted knowledge backend where your agent uploads documents and searches them with hybrid retrieval, so context survives between sessions. CX Codex +1 ★ 21repo stars unleash-mcp Unleash MCP server An MCP server that lets a coding assistant create and manage Unleash feature flags. Handy when a change needs to sit behind a flag while you write it. CX Codex +1 ★ 21repo stars Globestudio alevizio MCP server Turns a chat request into a dotted-globe map, a shareable link or an embed snippet. No account and no API key. CX Codex +1 ★ 21repo stars Kapruka MCP kapruka MCP server Gives your coding agent the Kapruka.com REST API as MCP tools, so it can look up products and place orders from the chat. CX Codex +1 ★ 21repo stars Gnosis MCP nicholasglazer MCP server Builds a local index over your project docs and hands the agent ranked snippets instead of whole files. Useful when context keeps filling up with READMEs. CX Codex +1 ★ 29repo stars Kairon zyvorai MCP server An MCP server that lets an agent read Kairon virtual machines, network policies and VM-edge traffic. Read-only by default. CX Codex +1 ★ 20repo stars Netwright ricfanin MCP server An MCP server that lets an AI agent start a .NET desktop app, read its UI as text and walk through a scenario without taking your mouse. CX Codex +1 ★ 20repo stars mcp-holded nubiia-dev MCP server Lets an AI assistant work inside Holded: invoices, contacts, products, treasury, payroll and accounting. Requires a Holded API v2 key. CX Codex +1 ★ 20repo stars jev-ultrafast-mcp jiawei686 MCP server An MCP server that takes browser work off the agent's hands: you hand over a goal and a check, the page gets driven server-side. Useful when a flow should not fill your context. CX Codex +1 ★ 20repo stars instagit InstalabsAI MCP server An MCP server that lets a coding agent read and query any Git repository through one tool, ask_repo. Useful when you need to understand a dependency or plan an upgrade. CX Codex +1 ★ 20repo stars Distil dshakes MCP server Folds tool output into reversible handles and hands back the exact original bytes when asked. Useful when agent context and bills keep growing. CX Codex +1 ★ 20repo stars messages cardmagic MCP server Search and browse your Apple Messages history from the terminal or through an AI agent. Useful when you need to recall what was agreed in a chat. CX Codex +1 ★ 20repo stars buoy ahoybuoy MCP server Gives a coding agent your tokens and component rules, then flags hardcoded colors and off-scale spacing with a line-level fix. CX Codex +1 ★ 20repo stars webcomponents-mcp-server UI5 MCP server An MCP server that feeds UI5 Web Components docs into your AI assistant. It helps when you build with React, Angular or plain JavaScript and want the API without digging through a browser. CX Codex +1 ★ 20repo stars Mnemosyne OS Mnemosyne-OS MCP server Hooks Claude and other coding agents up to your Mnemosyne OS vaults, so the model keeps context across sessions. The memory stays on your own machine. CX Codex +1 ★ 20repo stars HasData HasData MCP server Wires HasData's data tools into your agent: search engines, maps, marketplaces, jobs. You describe the task in plain words; no scraping code on your side. CX Codex +1 ★ 20repo stars Appfigures appfigures MCP server Wires the Appfigures app catalog and your own analytics into an agent: app lookup, metrics, reviews and store data without leaving the chat. CX Codex +1 ★ 20repo stars neverinfamous-memory-journal-mcp neverinfamous MCP server Keeps a running record of project work so a fresh AI session knows what came before. Decisions, fixes and past mistakes stay searchable. CX Codex +1 ★ 20repo stars Grok FAF Wolfe-Jam MCP server Keeps your project description in a .faf file and lets the agent score, check and analyse it. Installs with one npx line. CX Codex +1 ★ 19repo stars Reaper Daemon wretcher207 MCP server A file bridge that lets an AI agent drive your open REAPER session: read the project, change FX, write automation and measure each move. CX Codex +1 ★ 19repo stars Truthound seadonggyun4 MCP server Checks local data files, profiles columns and flags possible personal data without handing raw values back to the agent. Useful before a dataset reaches your pipeline. CX Codex +1 ★ 19repo stars Video Transcriber nhatvu148 MCP server Turns videos from links or local files into text with whisper.cpp, running on your own machine. Handy when a coding agent needs the spoken words, not the picture. CX Codex +1 ★ 19repo stars viznoir kimimgo MCP server Lets an AI agent drive VTK's rendering pipeline headlessly: read simulation files, apply filters, render images and export animations. CX Codex +1 ★ 19repo stars boxpdf earonesty MCP server A resource-only MCP server that hands the agent docs and templates for boxpdf, a TypeScript PDF layout library. Useful when the agent writes PDF-generation code and needs the real API. CX Codex +1 ★ 19repo stars interactive-terminal amol21p MCP server Gives an AI agent a real interactive shell session: REPLs, SSH, psql, docker exec. PTY emulation plus a guard on dangerous commands. CX Codex +1 ★ 19repo stars MCP Database Server Souhar-dya MCP server An MCP server that connects PostgreSQL and MySQL to your agent and turns plain-language questions into SQL. Handy when you want to inspect data without writing queries by hand. CX Codex +1 ★ 19repo stars Scrawly MCP Server IliasSami MCP server Hands your AI coding agent the results of local Scrawly audits, complete with proposed fixes that wait for your approval. CX Codex +1 ★ 19repo stars marmo-ui mahmoudilyan MCP server Wires your agent to live Marmo UI component APIs so it builds dashboards from real props instead of guessing them. CX Codex +1 ★ 19repo stars e18e e18e MCP server Keeps your agent from pulling bloated or dated npm packages: it inspects install commands and imports, then points to replacements. CX Codex +1 ★ 19repo stars Engram get-engram MCP server Keeps every agent conversation word for word and finds it again by meaning. One shared memory across Claude, Codex, Cursor, Copilot and Zed. CX Codex +1 ★ 19repo stars mcp apolloio MCP server Brings Apollo.io prospecting, enrichment, sequences and sales analytics into your AI client over MCP. CX Codex +1 ★ 33repo stars matplotlibnet xkqg MCP server An MCP server that draws MatPlotLibNet charts from a JSON figure spec written by your agent and hands back the image. CX Codex +1 ★ 18repo stars

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