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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.

CodeCartographer HuginnIndustries MCP server Turns an unfamiliar repository into layered architecture, behavioral contracts and a reimplementation spec. Each phase is validated before the next one starts. CX Codex +1 ★ 6repo stars product-cli mindovermachine-dev MCP server Keeps a product described as one connected What/How graph in YAML and Turtle, and hands an agent the tools to edit and verify it. CX Codex +1 ★ 6repo stars mwe-mcp — Memory Wiki Engine Fr4nZ82 MCP server A self-hosted MCP server where agents write facts into one Markdown wiki, and access is decided for each fragment on its own. CX Codex +1 ★ 6repo stars Bitbucket MCP FabianSchurig MCP server A Go MCP server that gives your agent access to Bitbucket Cloud: repos, branches, pull requests. Useful when Bitbucket work runs through an AI assistant. CX Codex +1 ★ 6repo stars RepoLens CHAPIBUNNY MCP server Scans a repository and builds architecture documentation: overview, modules, API surface, routes, dependency graph. Useful when the docs have drifted from the code. CX Codex +1 ★ 6repo stars RoselineMCP Atypical-Consulting MCP server Gives a coding agent a structural view of a C# solution — symbols, references, call graphs, member-level edits — instead of whole-file reads. CX Codex +1 ★ 6repo stars enigmagent-mcp Agnuxo1 MCP server A local encrypted vault for API keys. Your agent reads entry names, not the values themselves. CX Codex +1 ★ 6repo stars DaVinci Resolve Lite MCP 2sem MCP server Lets Claude drive DaVinci Resolve, including free Lite builds that still run Python menu scripts. Setup is manual. CX Codex +1 ★ 6repo stars Copilot Studio microsoft MCP server Brings Copilot Studio tooling into MCP-compatible clients: agents, workflows, credit usage. Requires a Microsoft work account with access to a Copilot Studio environment. CX Codex +1 ★ 6repo stars ReadGZH sweesama MCP server A hosted MCP server that pulls the full body of public WeChat Official Account articles and hands your agent clean Markdown. CX Codex +1 ★ 6repo stars Penfield Memory penfieldlabs MCP server Keeps decisions, preferences and context alive between sessions, and links them into a knowledge graph. Useful when your agent starts cold every time. CX Codex +1 ★ 6repo stars Nifra docs nifrajs MCP server Serves Nifra framework documentation, runnable examples and API types to your coding assistant. Useful when an agent writes Nifra code and should not guess the contract. CX Codex +1 ★ 6repo stars Environmental Compliance martc03 MCP server An MCP server with three tools: EPA air quality monitoring and HUD foreclosure records. Useful when your agent needs US environmental or housing figures. CX Codex +1 ★ 6repo stars PriorSeal imokokok MCP server Ties a user-signed authorization to one EVM or Solana transaction and returns a portable receipt a third party can check on its own. CX Codex +1 ★ 6repo stars Enrich — Company Domain Intelligence globalsearchdata MCP server An MCP server that turns a domain or a company name into country, contact details and social profiles. No API key needed. CX Codex +1 ★ 6repo stars Dodo Payments dodopayments MCP server Wires your agent into the Dodo Payments API for payments, subscriptions, customers, products, refunds and licenses, with docs search on the side. CX Codex +1 ★ 6repo stars ethora-mcp-server dappros MCP server An MCP server for the Ethora chat platform: spin up apps, rooms, users and AI agents, send messages and build website chat-widget embeds from your agent. CX Codex +1 ★ 6repo stars toolmesh DunkelCloud MCP server A self-hosted gateway that sits between your agent and your systems: describe a REST API in a .dadl file and keep access, secrets and call logs under your control. CX Codex +1 ★ 6repo stars AgentsKit Registry AgentsKit-io MCP server An MCP server that searches the AgentsKit catalog of AI agents and hands back install instructions inside your editor. CX Codex +1 ★ 6repo stars BestPrice TheBestCo MCP server Gives your assistant read-only access to BestPrice.gr: product search, merchant offers and price history. No account or API key required. CX Codex +1 ★ 6repo stars ToughTongue AI tough-tongue MCP server This MCP server lets a coding agent create voice-agent scenarios, inspect session analytics, place SIP calls, and schedule meeting bots. CX Codex +1 ★ 6repo stars textarttools-mcp humanjesse MCP server A remote MCP server that turns plain text into Unicode styles and ASCII banners. Handy for headers, dividers and terminal decoration. CX Codex +1 ★ 6repo stars ChangeThisFile aadilr MCP server Seven file tools inside any MCP client: conversion across 1000+ routes, document translation, table extraction, and compression to an exact size. CX Codex +1 ★ 6repo stars saidsef-mcp-github-pr-issue-analyser saidsef MCP server Wires your agent into GitHub: reads pull requests, runs issues, tags commits and ships releases. Handy when review and task chores happen inside the chat. CX Codex +1 ★ 6repo stars PreClick — An MCP-native URL preflight scanning service for autonomous agents. cybrlab-ai MCP server PreClick screens URLs for threats and checks whether they fit the agent’s intended task before navigation. It suits workflows that handle links automatically. CX Codex +1 ★ 6repo stars Palmyr 0xArtex MCP server Hands your agent a phone number, inbox, VPS, domains and social accounts. You pay in USDC per action, no API key. CX Codex +1 ★ 6repo stars mcp nestr-dev MCP server Wires an AI assistant into a Nestr workspace: tasks, projects, roles, circles and discussions. Useful when a team runs on Holacracy or Sociocracy. CX Codex +1 ★ 6repo stars validator swatchdog-dev MCP server Compares agent-written CSS against your design system and lists every value that sits off-token. Useful when the agent invents its own colors and spacing. CX Codex +1 ★ 6repo stars Ployz getployz MCP server Wires your coding agent into Ployz, which builds the app and runs its databases and pull-request previews on Linux servers you rent. CX Codex +1 ★ 6repo stars MemoFS MCP Server 0xbuffdev MCP server Gives a coding agent persistent project memory and a virtual filesystem for sessions. Useful when context keeps vanishing between runs. CX Codex +1 ★ 6repo stars Anythink all-in-one backend: data, auth, files, workflows, payments, APIs anythink-cloud MCP server Anythink's MCP server connects your agent to a headless backend: entities, data, workflows, users, files and payments, all from the terminal. CX Codex +1 ★ 6repo stars Outlit OutlitAI MCP server Feeds your agent live customer data: churn risk, expansion signals, items worth a human look. Useful when support and revenue ride on long-tail accounts. CX Codex +1 ★ 6repo stars mdshare urbanmorph MCP server Uploads a markdown file and hands back links with different permission levels. No account needed. CX Codex +1 ★ 8repo stars LLM Usage zhaoyue722 MCP server Tracks what your LLM calls cost and serves those numbers to a coding agent over MCP. Useful when the monthly bill is a surprise. CX Codex +1 ★ 5repo stars md-feedback yeominux MCP server Lets your agent read annotations on a markdown plan: fixes, questions, highlights. Useful when the plan comes before the code. CX Codex +1 ★ 5repo stars wiff xxxoooxoxo MCP server Runs multi-agent workflows written as plain JavaScript, survives a crash and picks up where it stopped. CX Codex +1 ★ 5repo stars oculo xidik12 MCP server A full Chromium desktop browser that speaks MCP. Useful when your agent needs to click through live pages instead of parsing screenshots. CX Codex +1 ★ 5repo stars MetaTrader 5 MCP Bridge vincentwongso MCP server Lets an agent read a MetaTrader 5 account and place trades through it. Every order can wait for your approval first. CX Codex +1 ★ 5repo stars remote-bridge varaprasadreddy9676 MCP server An MCP server that gives an AI agent access to a remote machine: code sync, deploy, logs and failure diagnosis. CX Codex +1 ★ 5repo stars Helmdeck tosin2013 MCP server A self-hosted MCP server that hands an agent typed capability packs for browser, desktop, git and code work. Useful when the agent runs on a local model or inside your own network. CX Codex +1 ★ 5repo stars

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