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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.

Neonia: The Cloud Backend for AI Agents Neonia-io MCP server The Neonia gateway gives an agent remote tools: JSON filtering, tool discovery and cloud memory that survives between sessions. CX Codex +1 ★ 5repo stars unicum.gg unicum-gg MCP server Gives your agent World of Tanks data on tanks, players and clans. Handy when you want stats without leaving the editor. CX Codex +1 ★ 5repo stars seo-data superagnt MCP server Hooks Google SERP, keyword research, backlinks, site audits and AI answer visibility into your coding agent. CX Codex +1 ★ 6repo stars InvoiceXML InvoiceXML MCP server Wires your agent to the InvoiceXML API so it can create, validate, convert and extract e-invoices in Factur-X, ZUGFeRD, XRechnung, UBL and Peppol BIS Billing 3.0. CX Codex +1 ★ 5repo stars Norma by Quality Clouds qualityclouds MCP server Checks code your agent writes against your stack rules while it is being written, and keeps a record of the findings. Useful when you need a repeatable report instead of a verdict that shifts between runs. CX Codex +1 ★ 5repo stars ai-architect-mcp-codebase cdeust MCP server Turns a repository into a local symbol graph so an agent can answer structural questions: who calls this, what depends on it, which symbols a diff touches. CX Codex +1 ★ 7repo stars omni-computer-use Jason26214 MCP server Hands an agent the Windows desktop: screenshots, clicks, keystrokes. Useful where built-in computer use is missing. CX Codex +1 ★ 6repo stars maproll maproll-io MCP server Lets an assistant turn your data into a static map and hand back a permanent URL you can embed in a README or dashboard. CX Codex +1 ★ 4repo stars Rocuronium kageroumado MCP server Gives an agent its own macOS login session, desktop and cursor: it reads the UI, clicks, types and scrolls while you keep using your machine. CX Codex +1 ★ 4repo stars Ophis MCP ophis-fi MCP server Hands an agent 13 tools for swaps across 15 EVM chains: quotes, order building, submission. No keys held — the agent signs. CX Codex +1 ★ 4repo stars UnifAPI unifapi-agent MCP server A hosted MCP server that gives your agent a catalog of public-data operations: X search, TikTok and YouTube analysis, creator lookup, KOL pricing. CX Codex +1 ★ 4repo stars Entscheidsuche — Schweizer Gerichtsentscheide entscheidsuche MCP server Full-text search and retrieval of published Swiss court decisions — federal courts, cantons and authorities — in German, French and Italian. CX Codex +1 ★ 4repo stars Genfeed genfeedai MCP server Wires your coding agent into a content platform for generation, drafts and scheduling. Publishing still waits for a human. CX Codex +1 ★ 4repo stars Thorlabs Optical Power Meter K-Dense-AI MCP server An MCP server for Thorlabs power meters. Your agent can take readings, log stability over time, and change wavelength, averaging and range over SCPI. CX Codex +1 ★ 23repo stars SRS Lock-in Amplifier K-Dense-AI MCP server Lets an agent drive Stanford Research Systems lock-ins: read X/Y/R/θ, set frequency, phase and sensitivity, run frequency sweeps. CX Codex +1 ★ 23repo stars EPICS Channel Access K-Dense-AI MCP server Gives an agent access to EPICS process variables: read them, watch them change, and write when you allow it. Built for accelerator and lab control systems. CX Codex +1 ★ 23repo stars ASTM LIS Analyzer Receiver K-Dense-AI MCP server Collects results from clinical and lab analyzers over ASTM E1381/E1394 and lets an agent look them up by sample, patient, test or time. CX Codex +1 ★ 23repo stars styx-mcp-server timmx7 MCP server This MCP server wires your client to a self-hosted Styx gateway, which spreads requests across Anthropic, Anthropic, Google and Mistral. CX Codex +1 ★ 5repo stars marrow MarrowHealth MCP server A self-hosted companion server that keeps a copy of your Apple Health data on your own machine and hands it to an agent over MCP. Useful when you want to ask an AI about sleep and workouts. CX Codex +1 ★ 4repo stars debuff debuffjp MCP server Lets a coding agent attach to a live 2D game, step the simulation, read explained errors and replay a crash. Useful when you need evidence, not guesses. CX Codex +1 ★ 3repo stars Octri API Docs OctriDev MCP server Wires your Octri API documentation into an AI assistant so it can search endpoints, pull SDK snippets and run real calls. CX Codex +1 ★ 3repo stars constellation ShiftinBits MCP server An MCP server that hands your AI assistant the structure, dependencies and relationships inside a codebase. Raw source files stay where they are. CX Codex +1 ★ 3repo stars md-log-mcp md-log MCP server An MCP server that pushes your agent's markdown reports into md-log by path, with versions and images attached. CX Codex +1 ★ 3repo stars Antideploy antideploy MCP server An MCP server that lets your coding agent ship apps to Antideploy. You approve one link, the agent handles the rest. CX Codex +1 ★ 3repo stars Drop2Run Drop-to-run MCP server Lets an agent publish what it just wrote — a page, a markdown or PDF file — and hand back a working URL. CX Codex +1 ★ 3repo stars Substack by Cotlet cotletdev MCP server A self-hosted MCP server and REST API for Substack: publish posts from Markdown, handle notes, comments, subscribers and stats. Useful if you run a publication and want to drive it from an agent. CX Codex +1 ★ 3repo stars SquaredUp (EU) squaredup MCP server Hooks your agent up to a SquaredUp tenant in the EU region: dashboards, the entity graph, data streams and KPIs. CX Codex +1 ★ 3repo stars Ratevert MCP ratevert MCP server A public read-only MCP server for finding assets and converting currencies, stocks, crypto, ETFs and funds. Useful when an agent needs an exact rate plus a citable source. CX Codex +1 ★ 3repo stars Pairoa pairoa MCP server A remote MCP server where your agent posts what you seek and what you offer, then gets matched with the other side in private. CX Codex +1 ★ 3repo stars GoAnyAPI MCP GoAnyAPI MCP server Hooks your agent up to GoAnyAPI over HTTP for traffic, DR, backlinks, keywords, Google and Bing SERP, and Ads Transparency data. CX Codex +1 ★ 3repo stars APIVerve apiverve MCP server A remote MCP server that hands your agent weather, geocoding, email validation, currency conversion and hundreds of other APIVerve APIs. CX Codex +1 ★ 3repo stars 3DOptix 3doptix MCP server Hooks your coding agent up to the 3DOptix cloud platform for building optical setups, GPU ray tracing, and Zemax or CAD import. CX Codex +1 ★ 3repo stars AltoRank AltoRank MCP server Gives your agent keyword research, domain audits, article drafts and fact-checking. Useful when content gets written in a review queue rather than a chat. CX Codex +1 ★ 4repo stars ThinkNEO Control Plane thinkneo-ai MCP server An open MCP server with 72 tools for AI governance: the ThinkShield defense layer, spend tracking, smart routing and compliance checks. CX Codex +1 ★ 3repo stars SAP MCP Server OOBE-PROTOCOL MCP server An MCP server that gives your agent typed tools for Solana and the SAP protocol, over local stdio or remote Streamable HTTP. Useful when the agent has to read chain data and pay for calls. CX Codex +1 ★ 3repo stars mcp lusha-oss MCP server Wires Lusha into your assistant: looks up people and companies, returns verified emails and phone numbers, and builds lead lists from buying signals. CX Codex +1 ★ 4repo stars Xero mindstone MCP server Bridges Xero accounting into an AI agent over MCP: invoices, contacts, payments, quotes and financial reports. Handy when you want Xero data inside the chat. CX Codex +1 ★ 13repo stars ServiceNow mindstone MCP server Wires ServiceNow ITSM into your coding agent so it can pull incidents, change requests, users and knowledge articles without leaving the chat. CX Codex +1 ★ 13repo stars PandaDoc mindstone MCP server Wires PandaDoc into your coding agent: build documents from templates, send them for signing, pull PDFs back. Useful when contracts live in PandaDoc. CX Codex +1 ★ 13repo stars OpenAI Image mindstone MCP server An MCP server that hands your agent two tools: turn a text prompt into an image, or edit one you already have, through Anthropic. CX Codex +1 ★ 13repo stars

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