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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.

zanadir MustacheCase MCP server Reads a repo's CI configuration and reports which security checks are absent, plus which present ones can never fail a build. CX Codex +1 ★ 175repo stars Vexor scarletkc MCP server Vexor helps an agent find files and code by meaning when their names have slipped your mind. Connect its MCP server to search a project from your coding client. CX Codex +1 ★ 246repo stars Search1API superagents-lab MCP server An MCP server that gives your coding agent web search, news, page retrieval and trending topics through Search1API. Useful when the agent should look things up itself. CX Codex +1 ★ 173repo stars CloakBrowser MCP swimmwatch MCP server Wires CloakBrowser Chromium browser automation into your coding agent. Useful when the agent should visit pages itself and report what it found. CX Codex +1 ★ 172repo stars NPMScan salemalem MCP server Wires npm registry search and vulnerability lookups through OSV.dev and GitHub into your agent. Useful when you need to know if a package is safe to install. CX Codex +1 ★ 171repo stars Benzi oooscoos MCP server Parses your repo with a tree-sitter compiler and hands the agent a map of symbols, calls and class ancestry instead of raw text search. CX Codex +1 ★ 170repo stars Taskade MCP taskade MCP server Connects Taskade workspaces to an AI client through MCP. Use it to manage projects, tasks, reports, and app backups from an agent. CX Codex +1 ★ 170repo stars mcp agenticmail MCP server The AgenticMail MCP server gives an AI agent a real inbox: send mail and texts, read replies, grab verification codes, manage contacts and hand tasks to other agents. CX Codex +1 ★ 240repo stars scrapeless-mcp-server scrapeless-ai MCP server Gives your agent web access: Google search, trends, browser automation, scraping and CAPTCHA solving. CX Codex +1 ★ 169repo stars Glean Remote MCP Server gleanwork MCP server Connect an MCP client to your organization’s Glean knowledge. Search company documents and find colleagues with relevant expertise from an AI assistant. CX Codex +1 ★ 166repo stars Faucet faucetdb MCP server Faucet connects to a SQL database and exposes its data through MCP tools and a REST API. Use it when an agent needs role-controlled access to database records. CX Codex +1 ★ 165repo stars KSail devantler-tech MCP server KSail connects an AI assistant to Kubernetes cluster and workload operations. Use it when you want to set up a cluster or deploy an application through an assistant. CX Codex +1 ★ 164repo stars Rails AI Context crisnahine MCP server Lets your coding agent read the real schema, models and routes of a Rails app instead of guessing them from training data. CX Codex +1 ★ 164repo stars akb dnotitia MCP server akb gives AI agents a Git-backed knowledge base with hybrid search, documents, tables, files, and links between stored objects. CX Codex +1 ★ 163repo stars Piia Engram Patdolitse MCP server A local identity layer that lets several coding agents share your preferences, past decisions and project context. No cloud account involved. CX Codex +1 ★ 163repo stars Forge Orchestrator nxtg-ai MCP server Coordinates Claude Code alongside other AI CLI tools on a shared repository. Prevents file conflicts and overlaps using exclusive locks, shared state, and unified task graphs. CX Codex +1 ★ 162repo stars arbor Anandb71 MCP server Turns a codebase into a graph of functions, classes and modules linked by calls and inheritance, so an agent can answer questions about structure without guessing from text. CX Codex +1 ★ 162repo stars OpenFate Bazi MCP openfate-ai MCP server An MCP server for Bazi chart calculations, True Solar Time, and branch interactions. It helps agents return structured results for birth data and related date searches. CX Codex +1 ★ 160repo stars Excalidraw Architect BV-Venky MCP server Describe your system in words and get a real .excalidraw file with the layout already worked out, ready to keep editing. CX Codex +1 ★ 160repo stars CLEO MCP Server kryptobaseddev MCP server Orchestrates AI coding agents with hierarchical task tracking, long-term memory, and session continuity across editor restarts. CX Codex +1 ★ 159repo stars svelte-llm-mcp khromov MCP server An MCP server that feeds Svelte 5 and SvelteKit documentation to your coding assistant, so it stops guessing at the API. CX Codex +1 ★ 159repo stars OMEGA Memory omega-memory MCP server Local cross-model storage that preserves project decisions, patterns, and context across agent sessions without sending data to cloud services. CX Codex +1 ★ 224repo stars vnsh raullenchai MCP server Ephemeral encrypted workspaces that let multiple coding agents read and edit the same live context through a single URL. CX Codex +1 ★ 158repo stars watch-skill oxbshw MCP server Indexes video, audio, and screen sessions into timestamped records. Gives AI agents deterministic contracts to verify task completion. CX Codex +1 ★ 528repo stars prism-coder dcostenco MCP server An MCP server that gives coding agents memory across restarts and routes part of the work to local models. Useful when a project runs for weeks. CX Codex +1 ★ 156repo stars ContextLattice sheawinkler MCP server A local-first memory and context layer for AI agents that preserves project state, retrieves relevant evidence, and resumes work across sessions. CX Codex +1 ★ 156repo stars Taisly Social Media Posting taisly MCP server Publishes short-form video to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly directly from an agent. CX Codex +1 ★ 220repo stars Xquik MCP Server Xquik-dev MCP server Connect an AI coding agent to X search and account operations. Public requests require an Xquik API key. CX Codex +1 ★ 220repo stars pdf-mcp jztan MCP server Gives your agent access to one PDF or a whole folder: hybrid search, reading only the pages that matter, tables and OCR. CX Codex +1 ★ 155repo stars hypertool-mcp toolprint MCP server A local proxy in front of your MCP servers. It holds every tool you have and hands the model only the set a task needs. CX Codex +1 ★ 155repo stars Sonicmatch js713-lab MCP server Analyzes video pacing and speech to select license-safe background music with an ffmpeg ducking setup. Built for short-form clips and automated editing workflows. CX Codex +1 ★ 153repo stars mockd getmockd MCP server A local MCP server that lets your agent spin up mock APIs over HTTP, gRPC, GraphQL, WebSocket, MQTT, SSE and SOAP. Useful when the backend isn't ready but the frontend or tests already need something to talk to. CX Codex +1 ★ 151repo stars Make integromat MCP server Connects an AI coding agent to Make for scenario creation, execution, and debugging. Useful when automation work needs to happen from the coding environment. CX Codex +1 ★ 151repo stars Logic Pro MCP MongLong0214 MCP server A local MCP server that lets an agent add tracks, write MIDI, drive transport and mixer in Logic Pro, then read the project back to check the result. CX Codex +1 ★ 148repo stars one-search-mcp yokingma MCP server Searches the web via external providers or local Chromium, scrapes pages, and discovers site links without mandatory API keys. CX Codex +1 ★ 147repo stars NotebookLM MCP roomi-fields MCP server An MCP server that puts Google NotebookLM in your agent's hands: grounded Q&A with citations, audio and video generation, and more. CX Codex +1 ★ 207repo stars openzim-mcp cameronrye MCP server Lets an AI agent read ZIM archives — Wikipedia, Wiktionary, Stack Exchange — with no internet. Useful when search and navigation over a local knowledge base is what you need. CX Codex +1 ★ 146repo stars Magg sitbon MCP server Aggregates external MCP servers into a single proxy, enabling models to locate, connect, and manage tools on the fly. CX Codex +1 ★ 144repo stars Gearcoleco MCP Server drhelius MCP server This MCP server connects Gearcoleco to AI coding agents for emulator debugging, execution control, and memory inspection. CX Codex +1 ★ 143repo stars engram NickCirv MCP server Builds a local graph of your codebase and hands the agent the relevant files and links instead of everything at once. Fits projects that no longer fit in context. CX Codex +1 ★ 143repo stars

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