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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.

Claude Code Explorer MCP nirholas MCP server An MCP server that exposes the Claude CLI source tree: browse tools and commands, search code. Handy when you want to see how the CLI works. CX Codex +1 ★ 6,235repo stars treg.to superdesigndev MCP server Connects your agent to an API tool catalog through one hosted endpoint. It helps run scraping, enrichment, and media generation without separate service subscriptions. CX Codex +1 ★ 6,026repo stars strata Klavis-AI MCP server Aggregates multiple tools into a single MCP gateway to keep your model's context window lean across heavy workflows. CX Codex +1 ★ 5,823repo stars Zotero MCP 54yyyu MCP server Connect an AI agent to a Zotero library to search papers, read PDFs, add records, and work with annotations. Useful when research questions depend on your own collection. CX Codex +1 ★ 5,548repo stars wigolo KnockOutEZ MCP server A local MCP server that hands your coding agent web search, page fetching, crawling and a cache. The core tools run without API keys. CX Codex +1 ★ 5,500repo stars Computer pollinations MCP server Gives your agent a private computer: files and a bash shell that survive between runs. Useful when the agent needs to remember project state. CX Codex +1 ★ 5,237repo stars ha-mcp homeassistant-ai MCP server ha-mcp connects an AI assistant to Home Assistant so it can control devices, check their states and call services. Use it to manage smart-home tasks through chat. CX Codex +1 ★ 5,195repo stars Jitsu jitsucom MCP server Hands your agent the Jitsu platform: create a destination, wire a stream, fire a test event, read the result. Useful when a pipeline needs fixing without the web UI. CX Codex +1 ★ 5,112repo stars mockserver mock-server MCP server One process that stands in for any HTTP, gRPC or WebSocket dependency. Useful when the backend isn't ready or keeps failing. CX Codex +1 ★ 4,996repo stars OpenScreen getopenscreen MCP server OpenScreen records your screen and lets an agent turn a take into a product demo. Use it to show an app change or attach a video to a pull request. CX Codex +1 ★ 4,863repo stars XcodeBuildMCP getsentry MCP server Compiles Xcode projects, handles simulator runs, and executes test suites directly through AI coding agents. CX Codex +1 ★ 6,505repo stars Unity-MCP IvanMurzak MCP server Connects Claude, Claude, Cursor and other MCP clients to Unity: the agent drives the editor, writes code, and runs inside your compiled game. CX Codex +1 ★ 4,523repo stars Honcho plastic-labs MCP server Honcho stores conversation history and events, then gives an agent context or natural-language answers. Use it to add persistent memory to a coding agent. CX Codex +1 ★ 7,776repo stars Excel MCP Server haris-musa MCP server An MCP server that lets your agent read and edit Excel workbooks: formulas, PivotTables, charts. Microsoft Excel is not required. CX Codex +1 ★ 4,259repo stars kubefwd txn2 MCP server Forwards Kubernetes cluster services to your local machine using unique loopback IPs and hosts entries. Useful for local development without changing service URLs. CX Codex +1 ★ 4,177repo stars Tolgee tolgee MCP server Connect an AI coding assistant to Tolgee to search translation keys, edit strings, manage languages, and start machine translation from your editor. CX Codex +1 ★ 4,139repo stars Dembrandt dembrandt MCP server Pulls colours, type, spacing and components off a live page and hands them to your agent as design tokens. Useful when you need to copy a style into your own project. CX Codex +1 ★ 3,821repo stars exa exa-labs MCP server Connects AI assistants to Exa for web searches, markdown content extraction, and multi-step online research. CX Codex +1 ★ 5,163repo stars RevoGrid DataGrid MCP Pro revolist MCP server A hosted MCP server that wires your coding agent into RevoGrid DataGrid documentation: examples, feature checks and migration help. CX Codex +1 ★ 3,450repo stars sem Ataraxy-Labs MCP server Parses code with tree-sitter to track changes at the entity level instead of raw lines. Helps coding agents inspect callers and target affected tests. CX Codex +1 ★ 3,422repo stars Claude Code Explorer MCP codeaashu MCP server An MCP server that lets your agent browse the Claude source: tool and slash-command listings, code search, architecture overview. CX Codex +1 ★ 3,409repo stars ShipSwift signerlabs MCP server Feeds your AI agent ready-made SwiftUI components and recipes for building iOS apps. Useful when you need a screen, animation or module without hunting for code. CX Codex +1 ★ 3,244repo stars Omnara omnara-ai MCP server Connects Claude Code to the Omnara platform to manage and execute autonomous AI agents across sandboxes and external machines. CX Codex +1 ★ 3,220repo stars mcp butterbase-ai MCP server The Butterbase MCP server gives your agent access to schemas, auth, functions, storage, RAG and deploys. Useful when your backend runs on Butterbase. CX Codex +1 ★ 3,031repo stars Vexa Vexa-ai MCP server Sends a bot into Google Meet, Teams or Zoom calls and returns speaker-labelled transcripts, live or after the fact. CX Codex +1 ★ 2,906repo stars EdgarTools dgunning MCP server An MCP server that pulls SEC EDGAR filings into your agent: financial statements, insider trades, fund holdings. No API key, but a contact email is required. CX Codex +1 ★ 2,814repo stars jCodemunch MCP jgravelle MCP server Retrieves code by symbol using tree-sitter AST parsing instead of dumping entire files. Cuts context window usage when AI agents explore large codebases. CX Codex +1 ★ 2,804repo stars Korean Law MCP chrisryugj MCP server Search South Korean laws and court decisions, then check legal citations with an AI assistant. Useful when you need to verify an answer against legal sources. CX Codex +1 ★ 2,774repo stars Semiotic nteract MCP server MCP server for creating and checking React charts with AI assistants. Useful for interactive dashboards and streaming views. CX Codex +1 ★ 2,716repo stars Microsoft Fabric MCP Server microsoft MCP server A Microsoft MCP server that hands your agent tools for Microsoft Fabric. Useful when your data and reports live in Fabric. CX Codex +1 ★ 3,799repo stars Azure MCP Server microsoft MCP server Local MCP server connecting AI assistants to Microsoft Azure services. Useful when managing cloud infrastructure directly from your agent chat. CX Codex +1 ★ 3,799repo stars brightdata-mcp brightdata MCP server Gives your agent live web access: search, pages as Markdown, pre-built scrapers and a remote browser. Useful when training data has no answer. CX Codex +1 ★ 2,686repo stars DBHub bytebase MCP server Connects an AI client to PostgreSQL, MySQL, SQL Server, Oracle and SQLite through one MCP server. Useful when the agent needs to inspect schemas and run queries. CX Codex +1 ★ 3,722repo stars tavily-mcp tavily-ai MCP server Gives your coding agent four Tavily tools: web search, page extraction, site mapping and crawling. Useful when you need fresh web context inside the editor. CX Codex +1 ★ 2,454repo stars socraticode giancarloerra MCP server Indexes codebases locally, builds dependency graphs, and runs hybrid semantic search via Qdrant. CX Codex +1 ★ 3,354repo stars Memanto moorcheh-ai MCP server Adds persistent semantic memory to MCP agents so they retain decisions, preferences, and project context across separate chat sessions. CX Codex +1 ★ 2,340repo stars Mindwtr dongdongbh MCP server Wires an AI client into your Mindwtr tasks through a local SQLite file, the desktop Local API, or your own Cloud endpoint. Read-only unless you opt in. CX Codex +1 ★ 2,318repo stars llmwiki atomicstrata MCP server Turn documents into a linked wiki with citations that an agent can search and read. Useful when you need reusable, auditable knowledge from notes, PDFs, and other source files. CX Codex +1 ★ 2,217repo stars kubernetes-mcp-server containers MCP server Connects your agent to a Kubernetes or OpenShift cluster: pods, logs, Helm, Tekton. Useful when you want to inspect and change resources without leaving the chat. CX Codex +1 ★ 2,180repo stars Solana MCP by Vybe vybenetwork MCP server Gives your agent access to the Solana API: wallets, trades, markets, PnL, transfers. Useful when you want onchain data without leaving the chat. CX Codex +1 ★ 2,175repo stars

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