# 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. 1111 cards · page 7 of 28 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling?page=7 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Graphicle](https://affpapa.org/en/nevibecode/mcp/graphicle.md) — MCP server · Graphicle-AI · Claude Code, Codex, Cursor +4 · ★ 352 — Turns a repository into a code graph, keeps your project's notes, and hands the agent excerpts with file and line references. - [Oya Browser](https://affpapa.org/en/nevibecode/mcp/oya-browser.md) — MCP server · OyadotAI · Claude Code, Codex, Cursor +5 · ★ 351 — Gives your agent a real Chrome: opens pages, reads them as numbered markdown, clicks and types. - [COTAL actions (cotal.ai)](https://affpapa.org/en/nevibecode/mcp/cotal-actions-cotalai.md) — MCP server · Cotal-AI · Claude Code, Codex, Cursor +5 · ★ 349 — A remote MCP server for cotal.ai that gives your agent product overview, site search, build log, feedback, Cloud waitlist, updates and calls. - [humanizer-ru](https://affpapa.org/en/nevibecode/mcp/humanizer-ru.md) — MCP server · ilyautov · Claude Code, Codex, Cursor +5 · ★ 489 — Detects AI patterns and boilerplate in Russian text. - [mcp-documentation-server](https://affpapa.org/en/nevibecode/mcp/mcp-documentation-server.md) — MCP server · andrea9293 · Claude Code, Codex, Cursor +5 · ★ 343 — A local document store with semantic search for AI coding agents. - [Unity MCP](https://affpapa.org/en/nevibecode/mcp/isuzu-shiranui-unity-mcp.md) — MCP server · isuzu-shiranui · Claude Code, Codex, Cursor +4 · ★ 335 — Hosts an MCP endpoint directly inside Unity Editor to inspect logs and modify project scenes directly from your AI agent. - [ori-memory](https://affpapa.org/en/nevibecode/mcp/ori-memory.md) — MCP server · aayoawoyemi · Claude Code, Codex, Cursor +5 · ★ 333 — Keeps agent memory available across sessions, clients, and machines, with search over linked knowledge. - [tw-legal-rag](https://affpapa.org/en/nevibecode/mcp/tw-legal-rag.md) — MCP server · aa0101181514 · Claude Code, Codex, Cursor +5 · ★ 333 — Connects an AI assistant to semantic search over Taiwan court judgments and administrative interpretations, with citation checks on every bundle. - [no_human](https://affpapa.org/en/nevibecode/mcp/no-human.md) — MCP server · no-human-ai · Claude Code, Codex, Cursor +5 · ★ 331 — An MCP server that files a task with your local nohuman and reports back on it. - [AKShare](https://affpapa.org/en/nevibecode/mcp/akshare.md) — MCP server · agentpit-io · Claude Code, Codex, Cursor +5 · ★ 570 — Gives the model three tools to search, inspect and call AKShare functions for China market data. - [Audio](https://affpapa.org/en/nevibecode/mcp/audio.md) — MCP server · audiojs · Claude Code, Codex, Cursor +5 · ★ 329 — An MCP server for audio work: it measures loudness, checks specs, cleans recordings, applies EQ, cuts files, and converts formats. - [Context Engine](https://affpapa.org/en/nevibecode/mcp/context-engine.md) — MCP server · melonelish · Claude Code, Codex, Cursor +5 · ★ 326 — Prepares dense, noise-free context from logs, RAG chunks, and code for LLMs. - [mcp-server-tauri](https://affpapa.org/en/nevibecode/mcp/mcp-server-tauri.md) — MCP server · hypothesi · Claude Code, Codex, Cursor +5 · ★ 326 — An MCP server for Tauri v2 apps that lets AI agents inspect the UI, read logs, monitor IPC, and run debugging actions. - [Postman MCP Server](https://affpapa.org/en/nevibecode/mcp/postman-mcp-server.md) — MCP server · postmanlabs · Claude Code, Codex, Cursor +5 · ★ 325 — Connect Claude Code to Postman to work with collections, workspaces, and API definitions from your editor. - [Jacobian](https://affpapa.org/en/nevibecode/mcp/jacobian.md) — MCP server · morluto · Claude Code, Codex, Cursor +5 · ★ 322 — Hands your agent a set of typed math operations: find one, run it, pass the result on. - [spotifyscraper](https://affpapa.org/en/nevibecode/mcp/spotifyscraper.md) — MCP server · AliAkhtari78 · Claude Code, Codex, Cursor +5 · ★ 322 — An MCP server for fetching public Spotify metadata, track lyrics, and podcast details. - [mcp-server](https://affpapa.org/en/nevibecode/mcp/packmindhub-mcp-server.md) — MCP server · PackmindHub · Claude Code, Codex, Cursor +5 · ★ 319 — Connects team engineering playbooks and shared coding standards from Packmind directly to AI coding agents. - [Apollo MCP Server](https://affpapa.org/en/nevibecode/mcp/apollo-mcp-server.md) — MCP server · apollographql · Claude Code, Codex, Cursor +5 · ★ 317 — Turns GraphQL operations into tools an AI agent can call by name. - [shodh-memory](https://affpapa.org/en/nevibecode/mcp/shodh-memory.md) — MCP server · varun29ankuS · Claude Code, Codex, Cursor +5 · ★ 315 — Equips your agent with three-tier cognitive memory, vector semantic search, and a built-in GTD task manager. - [dashclaw](https://affpapa.org/en/nevibecode/mcp/dashclaw.md) — MCP server · ucsandman · Claude Code, Codex, Cursor +5 · ★ 313 — Evaluates governance policies and halts execution until human operator approval. - [Beancount.io](https://affpapa.org/en/nevibecode/mcp/beancountio.md) — MCP server · bex-co · Claude Code, Codex, Cursor +5 · ★ 313 — Connects your AI agent to a hosted Beancount ledger: BQL queries, reports, files and bank imports. - [Search Console MCP](https://affpapa.org/en/nevibecode/mcp/search-console-mcp.md) — MCP server · saurabhsharma2u · Claude Code, Codex, Cursor +5 · ★ 308 — Wires Google Search Console, Bing, GA4 and AdSense into your AI agent so you can ask about traffic, rankings and revenue without exporting CSVs. - [canvas-mcp](https://affpapa.org/en/nevibecode/mcp/canvas-mcp.md) — MCP server · vishalsachdev · Claude Code, Codex, Cursor +5 · ★ 307 — Connects Claude Code to Canvas LMS for course data, assignments, grades, and content. - [domain-check](https://affpapa.org/en/nevibecode/mcp/domain-check.md) — MCP server · saidutt46 · Claude Code, Codex, Cursor +4 · ★ 306 — Checks domain availability through RDAP and embedded WHOIS directly from your AI agent. - [homebutler](https://affpapa.org/en/nevibecode/mcp/homebutler.md) — MCP server · Higangssh · Claude Code, Codex, Cursor +5 · ★ 305 — Keeps a snapshot of your homelab server and reports what moved since the last look: containers, ports, disks, backups. - [HeyClaude — Claude & AI workflow directory](https://affpapa.org/en/nevibecode/mcp/heyclaude-claude-ai-workflow-directory.md) — MCP server · JSONbored · Claude Code, Codex, Cursor +5 · ★ 304 — An MCP server that searches the HeyClaude directory of agents, MCP servers, skills, hooks, commands and prompts. - [AsDecided](https://affpapa.org/en/nevibecode/mcp/asdecided.md) — MCP server · asdecided · Claude Code, Codex, Cursor +5 · ★ 299 — Grants coding agents read-only access to local architectural decisions and project roadmaps. - [Tetrees MCP](https://affpapa.org/en/nevibecode/mcp/tetrees-mcp.md) — MCP server · TetreesEX · Claude Code, Codex, Cursor +5 · ★ 298 — Connects coding agents to Tetrees AI Packs (.taip) to discover tools, inspect verification reports, and quote task runs. - [BankMCP™](https://affpapa.org/en/nevibecode/mcp/bankmcp.md) — MCP server · noskillish · Claude Code, Codex, Cursor +5 · ★ 291 — Self-hosted read-only MCP server connecting personal bank accounts to AI tools via Enable Banking. - [google-surf-mcp](https://affpapa.org/en/nevibecode/mcp/google-surf-mcp.md) — MCP server · HarimxChoi · Claude Code, Codex, Cursor +5 · ★ 291 — This MCP server searches the web, papers, and code, then stores results in a local project knowledge graph. - [PMB AI](https://affpapa.org/en/nevibecode/mcp/pmb-ai.md) — MCP server · oleksiijko · Claude Code, Codex, Cursor +5 · ★ 286 — Local memory for your coding agent: decisions, lessons and project structure live in SQLite and come back in later sessions. - [Guaardvark](https://affpapa.org/en/nevibecode/mcp/guaardvark.md) — MCP server · guaardvark · Claude Code, Codex, Cursor +5 · ★ 282 — Hooks your agent up to a self-hosted studio on your own GPU: chat over your files, plus video, image, music and voice generation. - [GeoLens](https://affpapa.org/en/nevibecode/mcp/geolens.md) — MCP server · geolens-io · Claude Code, Codex, Cursor +5 · ★ 281 — Hooks your coding agent up to a GeoLens instance so it can list datasets, read schemas, features and maps, and run read-only SQL during a dev session. - [openbrowser-ai](https://affpapa.org/en/nevibecode/mcp/openbrowser-ai.md) — MCP server · billy-enrizky · Claude Code, Codex, Cursor +5 · ★ 279 — Runs browser automation via direct Chrome DevTools Protocol commands and async Python execution. - [Speakeasy Platform MCP](https://affpapa.org/en/nevibecode/mcp/speakeasy-platform-mcp.md) — MCP server · speakeasy-api · Claude Code, Codex, Cursor +5 · ★ 275 — Links coding agents to the Speakeasy AI Control Plane to enforce tool permissions, scrub sensitive data, and monitor token expenses across teams. - [CrowdStrike Falcon MCP Server](https://affpapa.org/en/nevibecode/mcp/crowdstrike-falcon-mcp-server.md) — MCP server · CrowdStrike · Claude Code, Codex, Cursor +5 · ★ 273 — Wires your AI agent into the CrowdStrike Falcon platform: detections, threat intel, host management. - [claude-code-organizer](https://affpapa.org/en/nevibecode/mcp/claude-code-organizer.md) — MCP server · mcpware · Claude Code, Codex, Cursor +5 · ★ 384 — A local dashboard that shows what your AI coding harness actually loads: memories, skills, agents, hooks, MCP servers and settings. - [stata-mcp](https://affpapa.org/en/nevibecode/mcp/stata-mcp.md) — MCP server · SepineTam · Claude Code, Codex, Cursor +5 · ★ 270 — An MCP server that lets your AI agent call local Stata for regressions, econometrics and paper replication. - [gopeak](https://affpapa.org/en/nevibecode/mcp/gopeak.md) — MCP server · HaD0Yun · Claude Code, Codex, Cursor +5 · ★ 269 — gopeak connects an AI assistant to Godot projects so it can run games, inspect project state, and help debug errors. - [ResiMind](https://affpapa.org/en/nevibecode/mcp/resimind.md) — MCP server · 1105216375-alt · Claude Code, Codex, Cursor +4 · ★ 269 — A local MCP server for exact algebra and a memory of rules that passed checking. Next: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling.md?page=8 ## Refine [memory](https://affpapa.org/en/nevibecode/tag/memory.md) · [sqlite](https://affpapa.org/en/nevibecode/tag/sqlite.md) · [node](https://affpapa.org/en/nevibecode/tag/node.md) · [markdown](https://affpapa.org/en/nevibecode/tag/markdown.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [scraping](https://affpapa.org/en/nevibecode/tag/scraping.md) · [search](https://affpapa.org/en/nevibecode/tag/search.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [oauth](https://affpapa.org/en/nevibecode/tag/oauth.md) · [context](https://affpapa.org/en/nevibecode/tag/context.md) · [documentation](https://affpapa.org/en/nevibecode/tag/documentation.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