# 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. 674 cards · page 6 of 17 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling?page=6 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Horosa Skill](https://affpapa.org/en/nevibecode/mcp/horosa-skill.md) — MCP server · Horace-Maxwell · Claude Code, Codex, Cursor · ★ 477 — A local MCP server for astrology and metaphysics calculations. - [Tidewave Rails](https://affpapa.org/en/nevibecode/mcp/tidewave-rails.md) — MCP server · tidewave-ai · Claude Code, Codex, Cursor · ★ 476 — Connects coding agents to a live Ruby on Rails application over HTTP. - [EVMole](https://affpapa.org/en/nevibecode/mcp/evmole.md) — MCP server · cdump · Claude Code, Codex, Cursor · ★ 473 — A local MCP server that inspects deployed EVM runtime bytecode: function selectors, arguments, mutability, storage access and compiler metadata. - [Superserve](https://affpapa.org/en/nevibecode/mcp/superserve.md) — MCP server · superserve-ai · Claude Code, Codex, Cursor · ★ 467 — Gives your agent isolated Firecracker microVMs: create a sandbox, run a command, move files around. - [rustunnel](https://affpapa.org/en/nevibecode/mcp/rustunnel.md) — MCP server · joaoh82 · Claude Code, Codex, Cursor · ★ 657 — Gives AI agents public HTTPS, TCP, and UDP addresses for localhost services. - [gk-cli](https://affpapa.org/en/nevibecode/mcp/gk-cli.md) — MCP server · gitkraken · Claude Code, Codex, Cursor · ★ 462 — A local MCP server for working with Git, GitHub, GitLab, Bitbucket and Jira through an AI agent. - [Atlassian Rovo MCP Server](https://affpapa.org/en/nevibecode/mcp/atlassian-rovo-mcp-server.md) — MCP server · atlassian · Claude Code, Codex, Cursor · ★ 1121 — Connects Claude Code to Jira, Confluence, Loom, and other Atlassian services. - [beever-atlas](https://affpapa.org/en/nevibecode/mcp/beever-atlas.md) — MCP server · Beever-AI · Claude Code, Codex, Cursor · ★ 451 — This MCP server turns team chats into a linked knowledge base and cited wiki. - [mcp-server-trello](https://affpapa.org/en/nevibecode/mcp/mcp-server-trello.md) — MCP server · delorenj · Claude Code, Codex, Cursor · ★ 447 — MCP server connecting AI agents to Trello boards, cards, checklists, and comments. - [abell](https://affpapa.org/en/nevibecode/mcp/abell.md) — MCP server · abelljs · Claude Code, Codex, Cursor · ★ 444 — This MCP server connects AI coding tools with Abell, a static-site generator. - [godot-mcp](https://affpapa.org/en/nevibecode/mcp/tomyud1-godot-mcp.md) — MCP server · tomyud1 · Claude Code, Codex, Cursor · ★ 443 — Connects AI assistants directly to the Godot 4.4+ editor to inspect and edit scenes, nodes, and scripts without switching windows. - [spec-driven-development](https://affpapa.org/en/nevibecode/mcp/spec-driven-development.md) — MCP server · formulahendry · Claude Code, Codex, Cursor · ★ 438 — This MCP server guides an agent from requirements to a design document and implementation code. - [Code Context Engine](https://affpapa.org/en/nevibecode/mcp/code-context-engine.md) — MCP server · elara-labs · Claude Code, Codex, Cursor · ★ 437 — A local index of your codebase so the agent searches it instead of re-reading files. - [Molio Knowledge Base](https://affpapa.org/en/nevibecode/mcp/molio-knowledge-base.md) — MCP server · zhuzhaoyun · Claude Code, Codex, Cursor · ★ 434 — Connects Claude Code to a local Molio knowledge base for search, reading, browsing, and AI Q&A. - [context](https://affpapa.org/en/nevibecode/mcp/context.md) — MCP server · neuledge · Claude Code, Codex, Cursor · ★ 428 — A local MCP server that hands documentation to your AI agent without touching the network. - [marm-mcp-server](https://affpapa.org/en/nevibecode/mcp/marm-mcp-server.md) — MCP server · Lyellr88 · Claude Code, Codex, Cursor · ★ 422 — This server gives AI agents shared local memory for notes, decisions, and project history. - [mcp-local-rag](https://affpapa.org/en/nevibecode/mcp/mcp-local-rag.md) — MCP server · shinpr · Claude Code, Codex, Cursor · ★ 421 — Local semantic and keyword search for PDF, DOCX, and Markdown files without sending data to external APIs. - [shaft-mcp](https://affpapa.org/en/nevibecode/mcp/shaft-mcp.md) — MCP server · ShaftHQ · Claude Code, Codex, Cursor · ★ 417 — An MCP server for browser automation and offline failure diagnosis. - [uniprof](https://affpapa.org/en/nevibecode/mcp/uniprof.md) — MCP server · indragiek · Claude Code, Codex, Cursor · ★ 409 — Profiles CPU usage across runtimes without code modifications or extra packages. - [Equation.io](https://affpapa.org/en/nevibecode/mcp/equationio.md) — MCP server · aantthony · Claude Code, Codex, Cursor · ★ 408 — Turns equations into interactive 2D and 3D graphs and returns a link that carries the whole graph state. - [clawdcursor](https://affpapa.org/en/nevibecode/mcp/clawdcursor.md) — MCP server · AmrDab · Claude Code, Codex, Cursor · ★ 406 — Lets an agent drive the desktop: turns the screen into a UI map and clicks elements by stable id. - [PageIndex MCP](https://affpapa.org/en/nevibecode/mcp/pageindex-mcp.md) — MCP server · VectifyAI · Claude Code, Codex, Cursor · ★ 404 — This MCP server lets an agent search long PDFs through document structure and reasoning. - [nanobanana-mcp-server](https://affpapa.org/en/nevibecode/mcp/nanobanana-mcp-server.md) — MCP server · zhongweili · Claude Code, Codex, Cursor · ★ 401 — An MCP server that hands your coding agent image generation and editing through Gemini models. - [Bagel](https://affpapa.org/en/nevibecode/mcp/bagel.md) — MCP server · Extelligence-ai · Claude Code, Codex, Cursor · ★ 399 — Bagel lets an agent inspect robotics, drone, and IoT data through natural-language requests. - [MCPProxy](https://affpapa.org/en/nevibecode/mcp/mcpproxy.md) — MCP server · smart-mcp-proxy · Claude Code, Codex, Cursor · ★ 398 — A local proxy in front of every MCP server you run: the agent loads a short list of search tools, and new servers stay quarantined until you approve them. - [Ghost in the Droid](https://affpapa.org/en/nevibecode/mcp/ghost-in-the-droid.md) — MCP server · ghost-in-the-droid · Claude Code, Codex, Cursor · ★ 397 — MCP server connecting LLM agents to physical or emulated Android and iOS devices. - [flutter-skill](https://affpapa.org/en/nevibecode/mcp/flutter-skill.md) — MCP server · ai-dashboad · Claude Code, Codex, Cursor · ★ 395 — Hooks an AI agent into a running app so it can see the screen, tap buttons and type text. - [Martin Loop](https://affpapa.org/en/nevibecode/mcp/martin-loop.md) — MCP server · Keesan12 · Claude Code, Codex, Cursor · ★ 394 — Martin Loop puts budgets, stop conditions, verification, and recovery around coding-agent jobs. - [ruv-swarm](https://affpapa.org/en/nevibecode/mcp/ruv-swarm.md) — MCP server · ruvnet · Claude Code, Codex, Cursor · ★ 387 — Spins up a swarm of lightweight Rust and WebAssembly neural networks so agents can split a coding task between them. - [Computer Use](https://affpapa.org/en/nevibecode/mcp/computer-use.md) — MCP server · domdomegg · Claude Code, Codex, Cursor · ★ 387 — An MCP server that gives your model desktop control through screenshots and keyboard actions. - [Google News](https://affpapa.org/en/nevibecode/mcp/google-news.md) — MCP server · lewisdonovan · Claude Code, Codex, Cursor · ★ 384 — Search Google News, fetch regional top stories, and scrape article contents without an API key or a headless browser. - [mcptoon](https://affpapa.org/en/nevibecode/mcp/mcptoon.md) — MCP server · activeing123 · Claude Code, Codex, Cursor · ★ 382 — Compacts MCP tool schemas down to 581 tokens to protect your model context. - [agent-recall](https://affpapa.org/en/nevibecode/mcp/agent-recall.md) — MCP server · Goldentrii · Claude Code, Codex, Cursor · ★ 372 — Saves the fixes you tell your agent and checks later whether it stopped repeating the mistake. - [Everything Search](https://affpapa.org/en/nevibecode/mcp/everything-search.md) — MCP server · mamertofabian · Claude Code, Codex, Cursor · ★ 367 — This MCP server lets an agent search files and folders through the native index on Windows, macOS, or Linux. - [mcp-server](https://affpapa.org/en/nevibecode/mcp/mapbox-mcp-server.md) — MCP server · mapbox · Claude Code, Codex, Cursor · ★ 363 — Connects Mapbox location APIs to your AI assistant for geocoding, multi-modal routing, and map rendering. - [DBCode](https://affpapa.org/en/nevibecode/mcp/dbcode.md) — MCP server · dbcodeio · Claude Code, Codex, Cursor · ★ 360 — DBCode lets an AI agent query and inspect databases through your existing DBCode connections. - [DeepSeek MCP Server](https://affpapa.org/en/nevibecode/mcp/deepseek-mcp-server.md) — MCP server · DMontgomery40 · Claude Code, Codex, Cursor · ★ 359 — Wires DeepSeek models into your coding agent: chat with images, FIM code completion, model discovery and balance checks. - [mcp-omnisearch](https://affpapa.org/en/nevibecode/mcp/mcp-omnisearch.md) — MCP server · spences10 · Claude Code, Codex, Cursor · ★ 357 — Combines web search, sourced AI answers, GitHub search, and webpage extraction. - [Funplay Cocos MCP](https://affpapa.org/en/nevibecode/mcp/funplay-cocos-mcp.md) — MCP server · FunplayAI · Claude Code, Codex, Cursor · ★ 357 — Embeds an MCP server inside the Cocos Creator editor so an AI assistant can inspect and drive the running project. - [Graphicle](https://affpapa.org/en/nevibecode/mcp/graphicle.md) — MCP server · Graphicle-AI · Claude Code, Codex, Cursor · ★ 352 — Turns a repository into a code graph, keeps your project's notes, and hands the agent excerpts with file and line references. Next: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling.md?page=7 ## Refine [memory](https://affpapa.org/en/nevibecode/tag/memory.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [markdown](https://affpapa.org/en/nevibecode/tag/markdown.md) · [scraping](https://affpapa.org/en/nevibecode/tag/scraping.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [search](https://affpapa.org/en/nevibecode/tag/search.md) · [sqlite](https://affpapa.org/en/nevibecode/tag/sqlite.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [documentation](https://affpapa.org/en/nevibecode/tag/documentation.md) · [sql](https://affpapa.org/en/nevibecode/tag/sql.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [context](https://affpapa.org/en/nevibecode/tag/context.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md