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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.

Audionaut kvoltmer MCP server This MCP server lets an AI agent edit Audionaut multitrack projects by cutting, fading, analysing and exporting audio. The Audionaut app is required. CX Codex +1 ★ 265repo stars PyScrappy mldsveda MCP server Gives your agent 22 scraping tools that return text, links, tables and metadata as Markdown or JSON. CX Codex +1 ★ 263repo stars QVeris QVerisAI MCP server Enables AI agents to find and execute external tools through natural language queries. Includes parameter validation and credit auditing. CX Codex +1 ★ 263repo stars Tin tin-computer MCP server Marketing system connecting coding agents to 60 structured workflows across SEO, content, outreach, and ads via a remote endpoint. CX Codex +1 ★ 263repo stars directory FifthWye MCP server A hosted MCP server holding a directory of product launch platforms: who accepts you, what rules you out, which steps a submission takes. CX Codex +1 ★ 261repo stars Nimrod mixelpixx MCP server Filters Google results with quality scores and converts webpages into markdown. Helps AI agents fetch clean evidence without drowning in web boilerplate. CX Codex +1 ★ 258repo stars yuque-mcp yuque MCP server Lets an AI assistant read and write your Yuque knowledge base — search docs, create pages, edit book tables of contents. CX Codex +1 ★ 257repo stars SuperLocalMemory qualixar MCP server A local-first memory layer for AI agents that keeps project context on your machine. It checks facts and admits when information is missing instead of guessing. CX Codex +1 ★ 257repo stars reddit-research-mcp dialog-tools MCP server Gives your assistant semantic search across 20,000+ subreddits, post and comment fetching, and saved feeds for monitoring. CX Codex +1 ★ 257repo stars llmtrim fkiene MCP server Local proxy and MCP server that compresses context before sending it to LLMs. Trims noisy logs and tool schemas to lower API bills. CX Codex +1 ★ 256repo stars BeatDesign BeatAPI MCP server BeatDesign connects an agent to a local media workspace with a Canvas, video editor, and shared project files. Use it to build and export video workflows. CX Codex +1 ★ 256repo stars SemanticOps MCP (for Power BI) maxanatsko MCP server MCP server that gives AI assistants direct access to Power BI Desktop files. DAX measures, table relationships, model optimization — all through prompts. CX Codex +1 ★ 255repo stars Pyth Pro MCP Server pyth-network MCP server Connects an AI assistant to Pyth price feeds: crypto, equities, FX and commodities. Useful when you want quotes or candles without leaving the chat. CX Codex +1 ★ 249repo stars Geargrafx MCP Server drhelius MCP server Embedded MCP server inside the Geargrafx PC Engine and TurboGrafx-16 emulator. It gives AI coding assistants execution control, memory inspection, and debugger access. CX Codex +1 ★ 248repo stars mcp-sap-docs marianfoo MCP server Gives your assistant search and fetch over SAP documentation: UI5, CAP, ABAP, BTP. Handy when you need the official docs without leaving the editor. CX Codex +1 ★ 246repo stars walkerOS Flow elbwalker MCP server This MCP server lets an agent inspect walkerOS event flows, run simulations, create bundles, and send them onward. It runs on the local machine. CX Codex +1 ★ 347repo stars code-runner formulahendry MCP server An MCP server that executes a snippet and hands the output back to your agent. Handy for checking a calculation or a function's behaviour without leaving the conversation. CX Codex +1 ★ 242repo stars git-mcp-server cyanheads MCP server Exposes 28 Git tools to AI agents, covering branching, commits, worktrees, and changelog analysis. Useful when delegating repository workflows directly to models. CX Codex +1 ★ 242repo stars postgres-mcp pgEdge MCP server Connects PostgreSQL databases to AI coding assistants for natural language queries, schema inspection, and hybrid search. CX Codex +1 ★ 241repo stars qaskills PramodDutta MCP server An MCP server for the qaskills.sh catalog: your agent searches, inspects and installs QA skills — Playwright, Cypress, k6, OWASP and more. CX Codex +1 ★ 240repo stars mcp-arr aplaceforallmystuff MCP server An MCP server that lets your agent run a media library: search shows, films and music, trigger downloads, check queues and release calendars. CX Codex +1 ★ 234repo stars tooluniverse mims-harvard MCP server Connects AI agents to research literature, scientific databases, and computational biology tools. Useful for running automated research workflows in agent sessions. CX Codex +1 ★ 1,759repo stars Lobu lobu-ai MCP server Maintains durable company context and event logs across AI assistants. Useful when you need agents to share memory across separate sessions. CX Codex +1 ★ 230repo stars MinerU Open MCP opendatalab MCP server Turns PDFs, images and Office files into Markdown from inside your agent chat. Useful when you need to feed a report or paper to the model. CX Codex +1 ★ 229repo stars PyMemoryEditor JeanExtreme002 MCP server An MCP server on top of the PyMemoryEditor library: the agent scans a running process, reads values and writes new ones. Handy for game modding and debugging. CX Codex +1 ★ 226repo stars safari-mcp achiya-automation MCP server An MCP server that lets your AI agent drive the real Safari on macOS: 98 tools, no Chrome, no Playwright, no headless. CX Codex +1 ★ 224repo stars macOS-MCP CursorTouch MCP server An MCP server that lets an agent drive macOS: launch apps, click UI elements, capture the desktop state. CX Codex +1 ★ 223repo stars mpp32-mcp-server MPP32 MCP server This MCP server lets agents call paid APIs through x402 and other payment protocols. Use it when an agent needs to pay for external services. CX Codex +1 ★ 221repo stars Synaplan metadist MCP server Wires your agent into a self-hosted Synaplan workspace: semantic search over your documents, long-term memory, and chat. CX Codex +1 ★ 221repo stars Kinocut KyaniteLabs MCP server A local MCP server that lets an agent trim, caption and quality-check video through typed FFmpeg tools instead of guessed flags. CX Codex +1 ★ 220repo stars ITASCA MCP Server yusong652 MCP server Connects AI agents to ITASCA geomechanics software to query syntax manuals, run numerical simulations, and inspect running models. CX Codex +1 ★ 219repo stars node9 node9-ai MCP server node9 checks an agent’s tool calls and can allow, block, or pause them for approval. Use it to put access rules between an agent and sensitive files or commands. CX Codex +1 ★ 219repo stars Kiln codeofaxel MCP server Connects AI assistants to 3D printers for modeling, slicing, and print monitoring. Operates autonomously via OctoPrint, Klipper, or a cloud API. CX Codex +1 ★ 219repo stars gemini-mcp RLabs-Inc MCP server Wires Gemini 3 models into Claude: image and video generation, web search, code analysis and Python execution. CX Codex +1 ★ 218repo stars autopilot-jobhunt tarunlnmiit MCP server Scans company careers pages, scores every role against your resume, and sends top matches to Telegram. Drafts applications only. CX Codex +1 ★ 217repo stars Flameox morluto MCP server Coordinates local profiling, benchmark runs, and trace processing for coding agents using direct commands and precise file paths. CX Codex +1 ★ 217repo stars Financial Modeling Prep (fmpsdk) daxm MCP server This MCP server gives an AI agent access to Financial Modeling Prep quotes, statements, prices, and about 240 API methods. An FMP key is required. CX Codex +1 ★ 215repo stars jobseek colophon-group MCP server Wires job and company search from jseek.co into your AI agent. Handy when you want a shortlist of openings without leaving the editor. CX Codex +1 ★ 213repo stars Reversecore MCP sjkim1127 MCP server Brings 177 security utilities to your coding assistant for binary analysis, memory forensics, and vulnerability research. CX Codex +1 ★ 212repo stars glade-mcp Glade-tool MCP server An MCP server that wires AI clients into the Unity and Godot editors: scenes, scripts, physics, materials. CX Codex +1 ★ 212repo stars

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