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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.

AnkusDrive gchen19 MCP server AnkusDrive lets an agent operate FreeCAD through its Python API, from CAD parts and drawings to FEM analysis. CX Codex +1 ★ 13repo stars quantoracle QuantOracledev MCP server An MCP server exposing 73 deterministic finance calculators so an agent computes option prices and risk figures instead of guessing them. CX Codex +1 ★ 13repo stars agent-config event4u-app MCP server Delivers governed skills, rules, and personas through a read-only MCP interface. It helps AI agents follow engineering standards without dumping unneeded context. CX Codex +1 ★ 13repo stars neurakeep dominiclachance MCP server Local-first memory for AI agents: import documents, search facts and decisions, and review extracted memories before they stick. CX Codex +1 ★ 13repo stars deployhq-mcp-server deployhq MCP server Connects an AI coding client to DeployHQ through MCP, so it can inspect projects, read deployment logs, and start deployments. CX Codex +1 ★ 13repo stars garminmcp davidmosiah MCP server Hands your agent Body Battery, training readiness, sleep, HRV and activities from Garmin Connect. Login tokens stay on your own machine. CX Codex +1 ★ 13repo stars Datris datris MCP server A data control plane MCP server that lets coding agents extract, validate, and store pipeline data without handling raw API credentials. CX Codex +1 ★ 13repo stars WinBridgeAgent codyard MCP server A local MCP server lets AI clients work with Windows files, clipboard, screen, processes, and power controls. It suits local PC automation. CX Codex +1 ★ 13repo stars mcp-sam-gov cliwant MCP server Connects AI agents to US federal and local public procurement records, spending data, and vendor checks. Runs without costly data subscriptions. CX Codex +1 ★ 13repo stars tachibot-mcp byPawel MCP server An MCP server that puts 67 tools across 11 model providers behind one protocol. Useful when you want a second model's opinion without leaving Claude or Cursor. CX Codex +1 ★ 13repo stars Kotlin & Java Library Sources aoreshkov MCP server This MCP server gives agents parsed Kotlin and Java library sources, API details, and KDoc from Maven. Use it to inspect dependencies or trace library behavior. CX Codex +1 ★ 13repo stars Bestax allxsmith MCP server An MCP server that gives agents access to the bestax-bulma React component library: props, code examples, Bulma v1 CSS variables and ready-made prompts. CX Codex +1 ★ 13repo stars oraclaw Whatsonyourmind MCP server Adds decision tools for optimization, forecasting, simulation, and graph analysis to AI agents. Use it when a choice needs calculated evidence. CX Codex +1 ★ 13repo stars Obsidian Turbocharged The-40-Thieves MCP server An MCP server that lets an agent read and edit an Obsidian vault through one channel: retrieval, memory and a human check on risky writes. CX Codex +1 ★ 13repo stars edict Sowiedu MCP server Provides an agent compiler without a parser, letting models generate programs directly as JSON AST and compile them into WebAssembly. CX Codex +1 ★ 13repo stars Basecoat UI Sorbh MCP server This MCP server gives AI coding tools Basecoat UI markup and usage docs. Use it to build plain HTML and Tailwind interfaces without React. CX Codex +1 ★ 13repo stars Assay MCP Server Rul1an MCP server Policy-enforcing MCP proxy that gates tool calls and records decisions into offline-verifiable evidence bundles. CX Codex +1 ★ 13repo stars OpenMyMemo MyMemoAI MCP server OpenMyMemo keeps AI memory in a local folder that you control. Use it when several assistants need to share context and you want to review changes. CX Codex +1 ★ 13repo stars clarifyprompt LumabyteCo MCP server Turns a vague prompt into one shaped for a specific platform's syntax and parameters, using signals from your workspace. CX Codex +1 ★ 13repo stars brightspace JhostinAleck MCP server Connects an agent to D2L Brightspace data such as courses, grades, rubrics, feedback, files, and calendar entries. Useful for handling course tasks from chat. CX Codex +1 ★ 13repo stars LinkedIn Toolkit OpenRecruiterTools MCP server MCP server that gives agents LinkedIn access through your own Chrome session, without headless fingerprints or bans. CX Codex +1 ★ 13repo stars OrcaRouter Continuum-AI-Corp MCP server Connects agents to a catalog of 160+ models and routes completions through fallback chains directly in your editor. CX Codex +1 ★ 13repo stars Stepgate Chaarangan MCP server Stepgate runs agents through YAML procedures and blocks progress until each result passes its checks. Use it when skipped steps or invented values matter. CX Codex +1 ★ 13repo stars sharedoc-mcp AugustusW MCP server Publishes agent-written Markdown as a shareable link, using a secret gist through gh or a local SQLite server with passwords and expiry. CX Codex +1 ★ 13repo stars mathlas Archerkattri MCP server Adds 12 rigorous tools to your AI agent for searching theorems, identifying numeric constants, and checking formal proofs in Lean 4. CX Codex +1 ★ 13repo stars aispace aispace-sh MCP server Shares agent-generated files via expiring links with download caps and optional local encryption. CX Codex +1 ★ 13repo stars MCPfinder - MCP Server Discovery mcpfinder MCP server A local MCP server that finds, inspects, and installs other MCP servers from registries. Use it when an agent needs to discover a tool for a task. CX Codex +1 ★ 13repo stars htmldrop vin-spiegel MCP server Publishes HTML, Markdown, PDFs, and images as shareable links with expiry and optional passwords. Useful for reports, demos, and agent-created files. CX Codex +1 ★ 13repo stars SheetsData octoco-ltd MCP server A hosted MCP server that hands your coding agent manufacturer datasheets: find a part, read its pinout, and test your operating conditions against the published ratings. CX Codex +1 ★ 13repo stars Scholar Feed YGao2005 MCP server Ranks CS, AI and ML papers by citations, recency or rising impact, with summaries and citation trails. Useful when a literature scan has to happen inside the editor. CX Codex +1 ★ 13repo stars TradeOS (test) TradeOS-AI MCP server Brings TradeOS market intelligence into AI assistants. It handles ticker searches, spread comparisons, and chart technical analysis directly from chat. CX Codex +1 ★ 13repo stars Synapse Layer — Trust Infrastructure for AI Agents SynapseLayer MCP server Persistent memory for AI agents: entries are AES-256-GCM encrypted, recall is semantic, access goes over MCP. Useful when your agent drops context between sessions. CX Codex +1 ★ 13repo stars TAP holonym-foundation MCP server Keeps API keys and passwords out of agent prompts: the agent sees a placeholder, TAP swaps in the real secret before the tool call. CX Codex +1 ★ 13repo stars takedown lawyerd999 MCP server Identifies the true host behind CDN proxies and outlines DMCA takedown routes directly inside your AI workflow. CX Codex +1 ★ 13repo stars 0xArchive Market Data 0xArchiveIO MCP server Gives your agent order books, trades, candles, funding and open interest from Hyperliquid and Lighter. Handy when you want a market read inside the chat. CX Codex +1 ★ 13repo stars Clairvoyance codybrom MCP server This MCP server gives coding agents software-design checks for modules, abstractions, errors, and naming. It connects over HTTP without sign-in. CX Codex +1 ★ 13repo stars Xtracticle ahmetdeveci3112-crypto MCP server Turns public X (Twitter) posts, threads and Articles into clean Markdown for AI assistants. Handy when your agent needs to work through a source that lives on Twitter. CX Codex +1 ★ 13repo stars 💯 YouTube Transcript + YouTube Search MCP for AI Agents ZeroPointRepo MCP server Hosted MCP server providing YouTube transcripts and video search for AI agents. Helps models parse video content without manual transcript scraping. CX Codex +1 ★ 13repo stars MCPEmails Albretsen MCP server Connect an agent to Gmail, Outlook, or an IMAP mailbox to search, read, organize, and send email. CX Codex +1 ★ 13repo stars HasData Google Scholar HasData MCP server A hosted MCP server that adds two Google Scholar tools to your agent: literature search and ready-made citations as JSON. No hosting, just a HasData key. CX Codex +1 ★ 13repo stars

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