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NeVibeCode · 674 items

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.

openflowkit-mcp openflowkit MCP server Let an agent draw architecture diagrams on the OpenFlowKit canvas or work with diagram files. Useful when you want a project map or need to revise a diagram with an agent. CX Codex +1 ★ 906repo stars SandBase Harness sandbaseai MCP server A stdio bridge connecting AI coding assistants to the SandBase Harness runtime for session control, turn handling, and sandboxed tool execution. CX Codex +1 ★ 635repo stars OfficeIMO Document Tools EvotecIT MCP server An MCP server that lets an agent browse, search and convert local documents and mail stores, with access kept inside a bounded scope. CX Codex +1 ★ 633repo stars pg-aiguide timescale MCP server Gives your coding agent semantic search over the PostgreSQL, TimescaleDB and PostGIS manuals plus curated Postgres best-practice skills. CX Codex +1 ★ 1,874repo stars Marmot Data Catalog marmotdata MCP server Gives your AI agent real metadata from the Marmot catalog: asset search, lineage, ownership. Useful when the agent writes code against tables and topics instead of guessing schemas. CX Codex +1 ★ 623repo stars XActions nirholas MCP server This MCP server lets an AI agent scrape, post, schedule, analyze, and engage on X/Twitter. No API key is required. CX Codex +1 ★ 620repo stars ProxmoxMCP-Plus RekklesNA MCP server Lets an agent drive Proxmox VE: VMs, LXCs, snapshots, backups, ISOs and cluster checks. Useful when hypervisor chores run through chat. CX Codex +1 ★ 615repo stars touchdesigner-mcp-server 8beeeaaat MCP server Connects AI agents to TouchDesigner via WebServer DAT. Lets models create nodes, inspect parameters, and run Python scripts inside your project. CX Codex +1 ★ 600repo stars Emilia Protocol emiliaprotocol MCP server This MCP server checks approval before consequential agent actions and binds signed receipts to the exact operation details. CX Codex +1 ★ 598repo stars mcp stripe MCP server Stripe's remote MCP server gives your agent access to customers, products, payments and other Stripe objects from the chat. CX Codex +1 ★ 1,972repo stars Hex Research levnikolaevich MCP server Keeps a research graph of hypotheses, goals, runs, source quality and audits. Useful when you need to remember why a conclusion exists. CX Codex +1 ★ 583repo stars EnvKit Env-Kit MCP server EnvKit lets an AI assistant manage a local development stack, from creating Laravel sites and databases to diagnosing service startup issues. CX Codex +1 ★ 579repo stars DocsAgent — Zotero, Obsidian & Apple Notes MCP Server docsagent MCP server Provides local AI agents with fast search and read access across Zotero libraries, Obsidian vaults, and macOS Apple Notes. CX Codex +1 ★ 578repo stars Compartment MaxFreedomPollard MCP server Local memory for AI agents: one encrypted vault on your machine, no network and no API key. What an agent learns in one session carries over to the next. CX Codex +1 ★ 577repo stars Farm.js Docs farming-labs MCP server This MCP server lets an agent search Farm.js documentation, including pages, sections, code examples, and configuration options. CX Codex +1 ★ 577repo stars Apple Health neiltron MCP server This local MCP server reads Apple Health CSV exports and answers questions about sleep, workouts, and health metrics. Use it to inspect records, run queries, or create summaries. CX Codex +1 ★ 576repo stars mcp-neo4j-cypher neo4j-contrib MCP server MCP server that lets an agent run Cypher queries against Neo4j and pull the graph schema. CX Codex +1 ★ 989repo stars Unbrowse unbrowse-ai MCP server Unbrowse routes website tasks through first-party APIs instead of headless browsers. It speeds up web interactions and lowers costs for autonomous agents. CX Codex +1 ★ 810repo stars token-optimizer-mcp ooples MCP server This MCP server compresses request content and can move blocks it cannot compress into a file. It can help when logs, search results, or repeated reads fill an agent’s context. CX Codex +1 ★ 560repo stars loki-mode asklokesh MCP server An autonomous coding agent that carries a task through to a pull request and leaves a signed record of the run. Handy when you want proof of what actually happened. CX Codex +1 ★ 1,107repo stars seo-monster avansaber MCP server A local MCP server that answers SEO questions inside your assistant, pulling Search Console, GA4, PageSpeed and Cloudflare data from your own machine. CX Codex +1 ★ 553repo stars UniFi Protect MCP sirkirby MCP server Connects UniFi Protect hardware to AI assistants. It lets models inspect camera events, search detections, and tweak device settings directly from the prompt. CX Codex +1 ★ 946repo stars misakanet Ikalus1988 MCP server Searches evidence-rated write-ups of past failures by error text, so your agent stops re-debugging the same break. CX Codex +1 ★ 544repo stars webcomponents-react-mcp-server UI5 MCP server Connects an AI agent to API references and guides for UI5 Web Components for React. Use it to inspect components or get help scaffolding an app from your IDE. CX Codex +1 ★ 543repo stars anytype-mcp anyproto MCP server Wires an AI assistant into the Anytype API: search, objects, properties, tags and templates, all from a conversation. CX Codex +1 ★ 537repo stars Hevy MCP Server chrisdoc MCP server Connect an AI assistant to Hevy workout records to review training history or manage entries. You’ll need a Hevy API key and a Hevy PRO subscription. CX Codex +1 ★ 523repo stars Prometheus MCP Server pab1it0 MCP server Lets your AI assistant query Prometheus metrics and run PromQL without leaving the chat. CX Codex +1 ★ 519repo stars Claudexor razzant MCP server Claudexor routes coding agents through one typed interface. Use it to compare proposed changes and inspect results before applying them. CX Codex +1 ★ 518repo stars Foremerge naw103 MCP server Foremerge keeps a shared list of what each coding agent plans to touch, so clashing plans surface before anyone writes code. CX Codex +1 ★ 518repo stars Octocode Muvon MCP server Indexes codebases using AST parsing and semantic search to map file dependencies, symbol calls, and project structure for AI agents. CX Codex +1 ★ 513repo stars Oracle3 prediction-market arbitrage checks YichengYang-Ethan MCP server Wires Kalshi and Polymarket into your agent: contract search, quotes, relationship checks and fee math. Handy when you need to compare markets and see the net edge. CX Codex +1 ★ 511repo stars PartCAD partcad MCP server MCP server to inspect, render, test, and export physical parts and assemblies from PartCAD packages in your IDE. CX Codex +1 ★ 509repo stars vibe-check-mcp-server PV-Bhat MCP server This MCP server prompts an agent to reconsider its reasoning before it overcomplicates a solution. Use it to add a check during an agent’s work. CX Codex +1 ★ 502repo stars telemem TeleAI-UAGI MCP server Long-term and multimodal memory for AI agents with isolated character profiles. Runs locally or via external model providers. CX Codex +1 ★ 494repo stars mcp-youtube-transcript jkawamoto MCP server MCP server that retrieves YouTube video transcripts, timed segments, and metadata for AI agents. It splits long transcripts into chunks to protect the LLM context window. CX Codex +1 ★ 492repo stars Polymarket Paper Trader agent-next MCP server This MCP server lets an AI agent paper-trade prediction markets with real Polymarket order books and official fees. Use it to practise and evaluate decisions. CX Codex +1 ★ 492repo stars DrissionPage MCP jumodada MCP server A local MCP server with 69 typed browser tools: coordinate clicks, drag operations and DOM access for your coding agent. CX Codex +1 ★ 485repo stars Flyto Core flytohub MCP server Execution engine for AI agents with 482 registered modules and 41 recipes. Runs browser automation, calls APIs, manages files, and interfaces with ROS 2. CX Codex +1 ★ 484repo stars Entroly juyterman1000 MCP server Entroly trims prompt context to fit token limits and logs decisions in verifiable receipts. It lets coding models retrieve omitted code spans using exact source handles. CX Codex +1 ★ 479repo stars Google Maps MCP Server cablate MCP server This MCP server gives AI agents 18 read-only Google Maps tools for place search, routing, geocoding, weather, and local SEO research. CX Codex +1 ★ 479repo stars

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