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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.

wpf-dev-pack-mcp christian289 MCP server Serves WPF development topics to AI agents directly from a local repository clone. Useful for building .NET desktop interfaces in Claude Code. CX Codex +1 ★ 41repo stars kage kage-core MCP server Keeps a repo's decisions, bug findings and deploy notes as Markdown, then verifies them against the code so agents stop reusing what went stale. CX Codex +1 ★ 41repo stars Agoragentic Agent OS MCP Agoragentic MCP server Agoragentic puts a policy and approval boundary around your agent, then keeps evidence of what it did and why the outcome was recorded. CX Codex +1 ★ 41repo stars GoodWatch alp82 MCP server Finds movies and TV shows, logs watched titles, and suggests media based on personal taste. Connects via HTTP. CX Codex +1 ★ 41repo stars FutureSearch MCP Server futuresearch MCP server Produces probabilities, dates and numbers for questions about the future, and forecasts what each option in a decision leads to. Useful when a choice needs backing. CX Codex +1 ★ 57repo stars CICADA wende MCP server Parses codebases into AST indexes across 17+ languages to deliver compact symbol signatures. Cuts down token waste during assistant searches. CX Codex +1 ★ 40repo stars saga-mcp spranab MCP server Keeps an agent's plan in a SQLite file inside your project: epics, subtasks, dependencies and notes. The plan survives between sessions. CX Codex +1 ★ 40repo stars State Memory MCP putervision MCP server Persistent SQLite graph that records tasks and architectural choices across coding sessions. Keeps agent context local without extra LLM calls. CX Codex +1 ★ 40repo stars Sense luuuc MCP server A local MCP server that indexes your repo once and hands the agent a symbol graph plus semantic search, so it stops opening dozens of files to trace a call. CX Codex +1 ★ 40repo stars mcp-server-zotero-dev introfini MCP server Wires your AI assistant into a running Zotero 7+ so it can run JS, inspect the UI, read logs and rebuild the plugin you are working on. CX Codex +1 ★ 40repo stars gossipcat gossipcat-ai MCP server Orchestrates multi-agent consensus code reviews by cross-checking findings against actual source lines. Filters false alarms before you read them. CX Codex +1 ★ 40repo stars dav-mcp PhilflowIO MCP server Connects AI assistants to CalDAV, CardDAV, and VTODO servers. Provides 27 dedicated tools to manage calendars, address books, and task lists. CX Codex +1 ★ 40repo stars EveryInfra everyinfra MCP server Remote MCP server providing structured web data from 90 platforms. It lets agents scrape listings, retrieve social media metrics, and query search engines. CX Codex +1 ★ 40repo stars Carbon MCP carbon-design-system MCP server Carbon MCP gives AI clients access to Carbon components, tokens, icons, charts, docs, and code examples. Use it when building Carbon-based interfaces. CX Codex +1 ★ 40repo stars Ausca auscahq MCP server Gives your agent OCR, document analysis, transcription, a remote browser and an inbox. Each call is paid in USDC on Base, with no account or API keys. CX Codex +1 ★ 40repo stars Umbraco-CMS-MCP-Dev umbraco MCP server An MCP server connecting AI agents directly to the Umbraco Management API. It enables back-office operations on documents and media assets via API user credentials. CX Codex +1 ★ 39repo stars smails pexni MCP server Gives an AI agent its own disposable mailbox so it can pull verification codes out of incoming email. No signup. CX Codex +1 ★ 39repo stars mcp-probe-kit mybolide MCP server Coordinates spec-driven engineering workflows with resumable plans, local session history, and quality gates. Helpful when tracking progress across deep coding tasks. CX Codex +1 ★ 39repo stars D365FO MCP Server mafzaal MCP server Connects Microsoft Dynamics 365 Finance & Operations to AI coding assistants via MCP. Useful for running ERP integration workflows directly from your editor. CX Codex +1 ★ 39repo stars galaxy-mcp galaxyproject MCP server Links AI clients with the Galaxy bioinformatics platform. Run analysis tools, manage histories, and track complex scientific pipelines right from the chat. CX Codex +1 ★ 39repo stars UnrealMCP — AI Bridge for Unreal Engine 5 aadeshrao123 MCP server Wires an AI client into the Unreal Engine 5 editor: materials, Blueprints, Niagara, actors and data tables. Handy when you would rather stay in the terminal. CX Codex +1 ★ 39repo stars AIquila — Nextcloud MCP Server elgorro MCP server An MCP server that hands your AI client the keys to Nextcloud: files, calendar, mail, notes, maps and dozens of other apps. CX Codex +1 ★ 39repo stars truss44-mcp-crypto-price truss44 MCP server Hands your agent live crypto prices, fiat rates and a market overview from CoinCap. Useful when you want portfolio math or exchange data without leaving the chat. CX Codex +1 ★ 39repo stars agentmako drhalto MCP server A local engine that hands your agent a small tool surface for reading a project before touching it. Useful when you open an unfamiliar repo. CX Codex +1 ★ 54repo stars Uizze uizze MCP server Connects your agent to a search over full-screen interface references and design materials. Useful when you want to see how real products solve a similar screen. CX Codex +1 ★ 68repo stars Basecoat UI MCP zygiu-zygis MCP server An offline MCP server that hands your agent Basecoat UI templates, layouts and static checks. Useful when you build UI on Astro, Next.js or Tailwind CSS 4. CX Codex +1 ★ 38repo stars MarkView paulhkang94 MCP server Renders Markdown and Mermaid diagrams in a native macOS window while Claude Code writes. Runs on Swift and SwiftUI without Electron overhead. CX Codex +1 ★ 38repo stars InfluxDB 3 influxdata MCP server The official InfluxDB 3 MCP server lets an agent read and write data, inspect schemas and trace query errors. Handy when you want to dig into a database from chat. CX Codex +1 ★ 38repo stars osint-agent-skills frangelbarrera MCP server Turns your coding agent into an OSINT analyst with methodologies, pivot playbooks and report templates. Useful when you need cited findings instead of confident prose. CX Codex +1 ★ 38repo stars Laravel MCP Companion brianirish MCP server Indexes multi-version Laravel manuals, ecosystem tools, and popular packages for AI assistants. Helps developers look up official framework guides straight from the terminal. CX Codex +1 ★ 38repo stars J-Link MCP Klievan MCP server Hooks an AI assistant up to real hardware through SEGGER J-Link probes: register reads, flashing, RTT logs and Cortex-M crash decoding. CX Codex +1 ★ 38repo stars mcp-server Decodo MCP server Connects AI assistants to Decodo's scraping API. Gathers content from protected and dynamic pages without proxy management. CX Codex +1 ★ 38repo stars Solana Security Standard Copenhagen0x MCP server Gives your assistant the SOL-0XX ruleset plus a scanner for Solana and Anchor code. Useful before an audit, or while writing a program. CX Codex +1 ★ 38repo stars SpecPilot girishr MCP server Sets up and validates a .specs/ folder so coding agents follow architecture and project requirements. CX Codex +1 ★ 38repo stars x402 Universal Payer nirholas MCP server An MCP server that settles x402 payments for your agent: it signs, retries and returns the response with a settlement receipt, under spending caps. CX Codex +1 ★ 249repo stars three.ws Vision nirholas MCP server Examines images, extracts screenshot text, and generates captions through visual models. Runs over stdio without billing or API credentials. CX Codex +1 ★ 249repo stars three.ws Tutor nirholas MCP server Reads the itemized tab of a Pay-As-You-Learn tutoring session and seals it with an attested invoice. Neither call costs the learner anything. CX Codex +1 ★ 249repo stars three.ws Solana Memo Media nirholas MCP server Pulls images embedded in Solana SPL Memo instructions and hands them to your assistant inline. Useful when you have a transaction signature instead of a file. CX Codex +1 ★ 249repo stars three.ws Signals nirholas MCP server Connects AI agents to copy-trade feeds and verified on-chain publisher rankings. Useful when automating trade monitoring or mirror-trading. CX Codex +1 ★ 249repo stars pump.fun Solana Data nirholas MCP server Read-only MCP server for pump.fun and Solana: token search, bonding curves, trades, holders, SNS names, 3D snapshots. No API key, RPC URL or wallet. CX Codex +1 ★ 249repo stars

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