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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.

Fulcra fulcradynamics MCP server An MCP server that hands your agent tools for the Fulcra Context API. Useful when project context lives in Fulcra. CX Codex +1 ★ 10repo stars ContextOS — Powered Exoskeleton for AI Coding yubinbin32-ops MCP server A local MCP server that keeps evidence, command logs and plans out of the main chat and hands the agent only what the next step needs. CX Codex +1 ★ 14repo stars semahash emergent-wisdom MCP server This MCP server gives agents shared, hash-based references for semantic patterns. Use it when several agents need to check the same meaning. CX Codex +1 ★ 14repo stars Attestor bolnet MCP server A self-hosted memory service for agent teams: roles, write and forget permissions, version history, audit. Built for the case where several agents write to one store. CX Codex +1 ★ 14repo stars Koma Gate MCP swnotmetal MCP server Screens untrusted user prompts for jailbreaks and out-of-scope instructions before an agent executes tools. CX Codex +1 ★ 13repo stars Koma Core MCP swnotmetal MCP server This MCP server exposes protected RAG storage to agents: they can find public metadata and fetch full text only with the required access tier. CX Codex +1 ★ 13repo stars ZuckerBot — Meta Ads MCP Server DatalisHQ MCP server Wires your agent into the Meta Marketing API: account audits, campaign management, audiences and server-side conversion tracking. Useful when you'd rather run ads from chat than from a dashboard. CX Codex +1 ★ 13repo stars Wick wickproject MCP server A local MCP server that bypasses anti-bot defenses using Chrome's networking pipeline. It returns scraped pages as markdown straight to your AI agent. CX Codex +1 ★ 9repo stars financekit-mcp vdalhambra MCP server An MCP server that hands your agent stock quotes, crypto prices, technical indicators and portfolio breakdowns. Runs in Claude Code, Codex, Cursor and other clients. CX Codex +1 ★ 9repo stars mkdocs-mcp ubaumann MCP server Exposes MkDocs documentation sites as MCP resources for AI tools. Helpful when an assistant needs direct access to local project docs. CX Codex +1 ★ 9repo stars remem-mcp — Local-first MCP Memory + CodeGraph + Wiki tinhien11 MCP server A local MCP server that stores agent memory, maps code relationships, and keeps a Wiki in one SQLite file. Useful when context must survive sessions. CX Codex +1 ★ 9repo stars mcp-server tago-io MCP server This MCP server connects an AI assistant to TagoIO accounts. Use it to inspect devices, data, dashboards, and analyses from a coding client. CX Codex +1 ★ 9repo stars figma-mcp-express sunhome243 MCP server Lets an agent work inside the live Figma Desktop file: nodes, components, variables, styles and prototype links. Handy for design-system migrations. CX Codex +1 ★ 9repo stars media-gen-mcp strato-space MCP server Creates and edits pictures using OpenAI models, and generates videos with Sora or Google Veo straight from your coding assistant. CX Codex +1 ★ 9repo stars lain spuentesp MCP server lain gives coding agents a local code graph with callers, dependencies, symbols, and Git co-change data. Use it before changing connected code. CX Codex +1 ★ 9repo stars DBeast PostgreSQL MCP snss10 MCP server Hooks an AI assistant up to PostgreSQL for schema browsing, read-only queries, security and performance audits. CX Codex +1 ★ 9repo stars lightning-memory singularityjason MCP server Adds persistent memory and payment safety gates for AI agents spending satoshis over the Lightning network via L402. CX Codex +1 ★ 9repo stars MCP Stdio shigechika MCP server Connects MCP clients to remote HTTP MCP servers, and can also expose a local stdio server as an HTTP endpoint. CX Codex +1 ★ 9repo stars Memento scrypster MCP server Maintains local persistent memory across chat sessions using graph and hybrid search. Useful when an assistant needs to retain architecture decisions indefinitely. CX Codex +1 ★ 9repo stars google-search-console sarahpark MCP server Gives your agent read-only access to Search Console: queries, impressions, clicks, indexing status and sitemaps. Handy when you want to dig through search traffic inside the chat. CX Codex +1 ★ 9repo stars Lightning Enable MCP Server refined-element MCP server Hands your agent a Lightning wallet: BOLT11 invoice payments, L402 API access, budgets and receipts. Useful when the agent pays for APIs on its own. CX Codex +1 ★ 9repo stars Behavior Runtime MCP putervision MCP server This MCP server runs behavior trees in a browser runtime, reacts to triggers, and exposes execution state. It suits AI-agent workflows with explicit control logic. CX Codex +1 ★ 9repo stars XAF Logic Explainer peopleworks MCP server Extracts DevExpress XAF project structure for your coding agent from source code. It reads entities, controllers, business rules, and Model Editor XML without compiling. CX Codex +1 ★ 9repo stars kaiord pablo-albaladejo MCP server MCP server for parsing, validating, and converting workout files across FIT, TCX, ZWO, and KRD formats directly inside your coding agent. CX Codex +1 ★ 9repo stars deltat open-deltat MCP server deltat gives an agent a calendar flow built around slot search, temporary holds, and atomic confirmation. It helps avoid double bookings. CX Codex +1 ★ 9repo stars Singapore MCP by Olano olano-ai MCP server An MCP server that feeds Singapore open data to your AI client: housing, transport, rail, companies, weather and the economy. Useful when the agent answers questions about the city. CX Codex +1 ★ 9repo stars kg nnar1o MCP server A local MCP server that keeps project memory as a knowledge graph of nodes, edges and facts. Your assistant picks that memory back up in later sessions instead of starting over. CX Codex +1 ★ 9repo stars Onchain Agent Wallets nirholas MCP server An MCP server that gives AI agents a capped Solana token allowance instead of private keys. Keeps your main funds safe while enabling automated payments and x402 calls. CX Codex +1 ★ 9repo stars Codeix montanetech MCP server Builds a .codeindex and answers agent queries about symbols, callers and comments. Useful when your agent burns tokens hunting for a function. CX Codex +1 ★ 9repo stars nMEMORY menot-you MCP server A persistent memory MCP server for coding agents that links every stored item to an exact anchor. When information is missing, it explicitly states so. CX Codex +1 ★ 9repo stars livewire-flux-mcp leMaur MCP server Fetches up-to-date Livewire Flux component and layout docs for AI assistants. It helps write Blade markup with accurate props while filtering out paid Pro items. CX Codex +1 ★ 9repo stars Sophon lacausecrypto MCP server Sophon compresses MCP agent context, including chat history, prompts, command output, and file deltas. Use it when tool traffic keeps growing. CX Codex +1 ★ 9repo stars mcp-server kontent-ai MCP server Hooks your Kontent.ai project into an AI editor so content types, taxonomies, assets and language versions can be handled in plain language. CX Codex +1 ★ 9repo stars Amazon.in MCP Server justadityaraj MCP server Searches Amazon.in, compares in-stock offers, returns product details, and builds Keepa price-history links. Useful for shopping requests inside an MCP client. CX Codex +1 ★ 9repo stars dotnet-sherlock-mcp jcucci MCP server An MCP server that reads .NET assemblies: types, members, dependencies, source via PDB. Useful when the agent should answer from real code instead of guessing. CX Codex +1 ★ 9repo stars IONOS CLOUD MCP Server ionos-cloud MCP server Connects IONOS CLOUD to an AI assistant for infrastructure inspection and resource management, with write actions disabled until you opt in. CX Codex +1 ★ 9repo stars Consilium Principis ilyautov MCP server Puts several advisors around your question, lets them argue, and hands you one next step. Their quotes get checked against the source texts. CX Codex +1 ★ 9repo stars stacksfinder hoklims MCP server This MCP server recommends technologies, compares stacks, estimates projects, and checks technical debt. It works with Claude Code and other MCP clients. CX Codex +1 ★ 9repo stars Godot Forge gregario MCP server An MCP server that gives your coding assistant eight Godot 4 tools: test runs, API lookup, GDScript and scene checks, LSP diagnostics. CX Codex +1 ★ 9repo stars Pinpoint gowtham012 MCP server Sends element selectors, component trees, and screenshots from a browser or iOS Simulator to your agent. Useful when you need UI fixes without manual context copying. CX Codex +1 ★ 9repo stars

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