# 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 11 of 28 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling?page=11 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Code Pathfinder](https://affpapa.org/en/nevibecode/mcp/code-pathfinder.md) — MCP server · shivasurya · Claude Code, Codex, Cursor +5 · ★ 143 — Gives an AI assistant access to call graphs, data flows and security rules for Python and Go. - [Ontology Atlas](https://affpapa.org/en/nevibecode/mcp/ontology-atlas.md) — MCP server · wlsdks · Claude Code, Codex, Cursor +4 · ★ 142 — Maintains an architecture map in repository Markdown files. - [ClipmivoAI](https://affpapa.org/en/nevibecode/mcp/clipmivoai.md) — MCP server · BarneyD66 · Claude Code, Codex, Cursor +4 · ★ 142 — A local MCP server for ClipmivoAI that lets your agent find video models, price a job in credits, run it and pull down the result. - [MediaWiki MCP Server](https://affpapa.org/en/nevibecode/mcp/mediawiki-mcp-server.md) — MCP server · ProfessionalWiki · Claude Code, Codex, Cursor +5 · ★ 140 — An MCP server that lets an AI client read and edit pages on any MediaWiki wiki: search, revision history, files, categories. - [mcp](https://affpapa.org/en/nevibecode/mcp/webflow-mcp.md) — MCP server · webflow · Claude Code, Codex, Cursor +5 · ★ 140 — This MCP server connects an AI agent to Webflow APIs and Designer. - [pare-python](https://affpapa.org/en/nevibecode/mcp/pare-python.md) — MCP server · Dave-London · Claude Code, Codex, Cursor +5 · ★ 139 — Wraps ruff, mypy, pip, uv, black and pytest so an agent gets schema-checked JSON instead of raw terminal text and never relies on brittle regexes. - [Pump SDK MCP Server](https://affpapa.org/en/nevibecode/mcp/pump-sdk-mcp-server.md) — MCP server · nirholas · Claude Code, Codex, Cursor +5 · ★ 138 — Gives your agent access to the Pump SDK: reads bonding curve state and prices buy and sell quotes for Solana tokens. - [pinkpixel-dev-web-scout-mcp](https://affpapa.org/en/nevibecode/mcp/pinkpixel-dev-web-scout-mcp.md) — MCP server · pinkpixel-dev · Claude Code, Codex, Cursor +5 · ★ 138 — An MCP server that searches the web through DuckDuckGo and pulls clean text out of pages. - [e2a — email for AI agents](https://affpapa.org/en/nevibecode/mcp/e2a-email-for-ai-agents.md) — MCP server · tokencanopy · Claude Code, Codex, Cursor +5 · ★ 194 — Provides dedicated email inboxes for AI agents to inspect, dispatch, and track mail threads. - [Vessel Browser](https://affpapa.org/en/nevibecode/mcp/vessel-browser.md) — MCP server · unmodeled-tyler · Claude Code, Codex, Cursor +5 · ★ 137 — Connects coding agents to an interactive Chromium browser window. - [SuperCompress](https://affpapa.org/en/nevibecode/mcp/supercompress.md) — MCP server · Supercompress · Claude Code, Codex, Cursor +5 · ★ 137 — SuperCompress trims context against the agent’s question before it reaches the model. - [email-mcp](https://affpapa.org/en/nevibecode/mcp/email-mcp.md) — MCP server · codefuturist · Claude Code, Codex, Cursor +5 · ★ 136 — Gives your agent a mailbox: read, search, send and watch incoming mail. - [cli-microsoft365-mcp-server](https://affpapa.org/en/nevibecode/mcp/cli-microsoft365-mcp-server.md) — MCP server · pnp · Claude Code, Codex, Cursor +5 · ★ 135 — An MCP server that turns plain-language requests into chains of CLI for Microsoft 365 commands. - [mcpsurfr](https://affpapa.org/en/nevibecode/mcp/mcpsurfr.md) — MCP server · nkapila6 · Claude Code, Codex, Cursor +5 · ★ 135 — Local web search MCP server without API keys. - [CCRider](https://affpapa.org/en/nevibecode/mcp/ccrider.md) — MCP server · neilberkman · Claude Code, Codex, Cursor +4 · ★ 135 — CCRider indexes coding-agent sessions and lets an MCP client search their history. - [mindbase](https://affpapa.org/en/nevibecode/mcp/mindbase.md) — MCP server · frankchu91 · Claude Code, Codex, Cursor +5 · ★ 135 — Turns papers, articles and notes into a markdown wiki on your disk: the model reads a source, links it to the rest, flags contradictions and writes pages once you approve. - [x64dbg](https://affpapa.org/en/nevibecode/mcp/x64dbg.md) — MCP server · bromoket · Claude Code, Codex, Cursor +5 · ★ 135 — Connects an AI assistant to the x64dbg debugger. - [Crawlberg](https://affpapa.org/en/nevibecode/mcp/crawlberg.md) — MCP server · xberg-io · Claude Code, Codex, Cursor +5 · ★ 190 — Converts web pages and entire sites into clean Markdown or structured JSON using a local Docker container. - [freellmpool](https://affpapa.org/en/nevibecode/mcp/freellmpool.md) — MCP server · 0xzr · Claude Code, Codex, Cursor +5 · ★ 134 — Aggregates free and keyless LLM routes into an OpenAI-compatible gateway with automatic fallback. - [openInvest](https://affpapa.org/en/nevibecode/mcp/openinvest.md) — MCP server · longsizhuo · Claude Code, Codex, Cursor +5 · ★ 133 — openInvest gives AI agents an investment committee, portfolio ledger, and traceable decision records. - [Fitter](https://affpapa.org/en/nevibecode/mcp/fitter.md) — MCP server · PxyUp · Claude Code, Codex, Cursor +5 · ★ 133 — An MCP server that has the agent write declarative scraping configs for sites and APIs, then run them right away. - [GoldenMatch](https://affpapa.org/en/nevibecode/mcp/goldenmatch.md) — MCP server · benseverndev-oss · Claude Code, Codex, Cursor +5 · ★ 133 — GoldenMatch finds rows for the same person, company, or product and combines duplicates into a merged record. - [mcp-aftereffects](https://affpapa.org/en/nevibecode/mcp/mcp-aftereffects.md) — MCP server · kumoproductions · Claude Code, Codex, Cursor +5 · ★ 132 — Connects an AI agent to an open Adobe After Effects project so it can inspect comps, edit layers, save work, and render frames. - [codegraph](https://affpapa.org/en/nevibecode/mcp/codegraph.md) — MCP server · codegraph-ai · Claude Code, Codex, Cursor +5 · ★ 132 — Builds a semantic graph of your project and hands it to the agent through 42 tools. - [jevmem](https://affpapa.org/en/nevibecode/mcp/jevmem.md) — MCP server · Avinash-jetwani · Claude Code, Codex, Cursor +5 · ★ 131 — Writes decisions, rules and dead ends from your chats into JEVMEM.md and feeds the relevant lines back next session. - [Moira](https://affpapa.org/en/nevibecode/mcp/moira.md) — MCP server · moira-mcp · Claude Code, Codex, Cursor +4 · ★ 128 — Moira runs multi-step agent workflows over MCP and saves run state, so another agent session can pick up where the previous one stopped. - [SigNoz MCP Server](https://affpapa.org/en/nevibecode/mcp/signoz-mcp-server.md) — MCP server · SigNoz · Claude Code, Codex, Cursor +5 · ★ 128 — Gives your AI assistant access to SigNoz observability data: metrics, traces, logs, alerts and dashboards. - [Prometheus MCP Server](https://affpapa.org/en/nevibecode/mcp/prometheus-prometheus-mcp-server.md) — MCP server · prometheus · Claude Code, Codex, Cursor +5 · ★ 127 — Lets your AI agent talk to a running Prometheus over its API: run PromQL queries, inspect metrics, alerts and targets. - [mcp](https://affpapa.org/en/nevibecode/mcp/augmnt-mcp.md) — MCP server · augmnt · Claude Code, Codex, Cursor +5 · ★ 127 — Feeds type signatures, prose docs and code examples for any npm package into the agent conversation. - [Tiger MCP](https://affpapa.org/en/nevibecode/mcp/tiger-mcp.md) — MCP server · timescale · Claude Code, Codex, Cursor +5 · ★ 126 — Gives your coding agent access to Tiger Cloud services, databases and metrics. - [shodan](https://affpapa.org/en/nevibecode/mcp/w0h1v-shodan.md) — MCP server · w0h1v · Claude Code, Codex, Cursor +5 · ★ 178 — Gives your agent Shodan: open ports and banners, TLS certificates, DNS records, and vulnerability severity with EPSS and KEV in one call. - [plur](https://affpapa.org/en/nevibecode/mcp/plur.md) — MCP server · plur-ai · Claude Code, Codex, Cursor +5 · ★ 308 — Local storage engine for AI agents that keeps project rules, preferences, and architecture decisions in plain YAML files across tools. - [monkeymcp](https://affpapa.org/en/nevibecode/mcp/monkeymcp.md) — MCP server · jamesmontemagno · Claude Code, Codex, Cursor +5 · ★ 125 — Provides monkey species data, generated movement journeys, and behavioral logs to your AI client. - [agent-security-scanner-mcp](https://affpapa.org/en/nevibecode/mcp/agent-security-scanner-mcp.md) — MCP server · sinewaveai · Claude Code, Codex, Cursor +5 · ★ 124 — Inspects AI-generated code for security flaws, flags hallucinated dependencies, and audits external MCP servers before your coding assistant runs them. - [posecode-mcp](https://affpapa.org/en/nevibecode/mcp/posecode-mcp.md) — MCP server · posecode-dev · Claude Code, Codex, Cursor +5 · ★ 124 — Give an agent tools to create and validate .posecode movement descriptions, inspect issues, and share results. - [LeanToken](https://affpapa.org/en/nevibecode/mcp/leantoken.md) — MCP server · morluto · Claude Code, Codex, Cursor +4 · ★ 124 — Narrows a repository down to the files and code an agent actually needs, and keeps every response inside a token budget. - [Codex Control Plane MCP](https://affpapa.org/en/nevibecode/mcp/codex-control-plane-mcp.md) — MCP server · aresyn · Claude Code, Codex, Cursor +5 · ★ 124 — Runs long tasks in Codex Desktop via an asynchronous polling queue backed by SQLite. - [Trading Signals](https://affpapa.org/en/nevibecode/mcp/trading-signals.md) — MCP server · roman-rr · Claude Code, Codex, Cursor +5 · ★ 124 — Feeds your agent live crypto signals with the reasoning behind each one, checked against real prices. - [AgentPhone](https://affpapa.org/en/nevibecode/mcp/agentphone.md) — MCP server · AgentPhone-AI · Claude Code, Codex, Cursor +5 · ★ 124 — Gives AI assistants real phone lines for voice calls and text messaging. - [docs-mcp](https://affpapa.org/en/nevibecode/mcp/docs-mcp.md) — MCP server · frumu-ai · Claude Code, Codex, Cursor +5 · ★ 124 — A remote MCP server that serves Tandem documentation, install guides, SDK details, and agent configuration help directly to your coding assistant. Next: https://affpapa.org/en/nevibecode/mcp/topic/agent-tooling.md?page=12 ## 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