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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.

better-notion-mcp n24q02m MCP server Hands an agent access to Notion pages, databases, blocks and comments, with Markdown going in and coming back out instead of raw JSON blocks. CX Codex +1 ★ 35repo stars ux-mcp-server elsahafy MCP server An MCP server that hands your coding agent UX reference material and analysis tools: accessibility checks, contrast math, layout reviews on the code you already have. CX Codex +1 ★ 35repo stars RemembrallMCP roboticforce MCP server Maintains cross-session memory and maps code dependencies down to struct fields in PostgreSQL with pgvector. Cuts repetitive agent exploration on large codebases. CX Codex +1 ★ 35repo stars Tailscale MCP Server YawLabs MCP server An MCP server that hands your agent the Tailscale admin API: devices, ACLs, DNS, keys, users. Useful when you want to ask about the tailnet and act on the answer. CX Codex +1 ★ 35repo stars MCP Local WP verygoodplugins MCP server Hands an AI assistant read-only MySQL access to a WordPress site running in Local by Flywheel, so it reads your actual tables instead of guessing at them. CX Codex +1 ★ 34repo stars vidlens-mcp thatsrajan MCP server Connects AI agents to video analysis across YouTube, social platforms, and local disks. It extracts transcripts, inspects frames, and tracks precise timestamps. CX Codex +1 ★ 34repo stars Nelson MCP — LibreOffice quazardous MCP server A LibreOffice extension that runs an MCP HTTP server inside the office suite. Agents read and edit your open Writer, Calc, Draw and Impress files. CX Codex +1 ★ 34repo stars enquire-mcp oomkapwn MCP server An MCP server that turns an Obsidian vault into agent memory: search across Markdown and PDFs, with source paths and the age of every hit. CX Codex +1 ★ 34repo stars wc26 jordanlyall MCP server Hands your agent World Cup 2026 fixtures, squads, stadiums, city guides and fan zones. Everything ships in the package, no API keys. CX Codex +1 ★ 34repo stars mcp-server-couchbase couchbase MCP server Connects an agent to a Couchbase cluster: inspect schemas, run SQL++, read and write documents. Read-only unless you turn writes on. CX Codex +1 ★ 34repo stars Agent Comms ExaDev MCP server A TCP mesh on localhost that lets agents in different harnesses find each other, join rooms and exchange messages. CX Codex +1 ★ 34repo stars Sourced RyanCodrai MCP server Gives your coding agent access to the source code of any PyPI or npm package over MCP. Handy when you need to see how a library actually works instead of guessing from its docs. CX Codex +1 ★ 34repo stars mcp-server thoughtspot MCP server Connects your ThoughtSpot instance to AI coding agents via HTTP MCP. It handles OAuth authorization and queries live analytics data in chat. CX Codex +1 ★ 34repo stars pronounce anzy-renlab-ai MCP server An MCP server that gives AI agents the correct pronunciation of developer jargon, drawing on 1,903 entries with audio and cited sources. CX Codex +1 ★ 47repo stars variflight-mcp variflight MCP server VariFlight's official MCP server puts flight search, connections, fares and airport weather inside your coding agent. An API key is required. CX Codex +1 ★ 33repo stars all2md thomas-villani MCP server Parses PDF, Word, slide decks, and 40+ formats into clean Markdown for AI coding tools. Helpful when feeding documentation directly to agents. CX Codex +1 ★ 33repo stars plateau-creative-mcp pixelx-jp MCP server Pulls Tokyo neighbourhoods from Project PLATEAU, lets the agent reshape them, and hands off a .glb to Blender, Unity or Unreal. CX Codex +1 ★ 33repo stars grantex mishrasanjeev MCP server Authorization and delegation layer for AI agents that issues scoped, time-limited tokens with audit logging. CX Codex +1 ★ 33repo stars jmunch-mcp jgravelle MCP server A transparent proxy in front of other MCP servers. It swaps bulky tool responses for queryable handles and cuts token spend. CX Codex +1 ★ 33repo stars AgentGate agentkitai MCP server A gate for what your agent is allowed to do: policies approve harmless calls, block risky ones, and send the rest to a person. CX Codex +1 ★ 33repo stars DevGlobe sajeetharan MCP server A hosted MCP server over an open developer graph. Your agent searches people by skill, language and location, and can request an intro they approve. CX Codex +1 ★ 33repo stars Chatway Live Chat Chatway-app MCP server Wires your AI agent into the Chatway inbox: find conversations, answer customers, assign agents. Useful when support runs on Chatway. CX Codex +1 ★ 33repo stars Carbon Arc Carbon-Arc MCP server Remote MCP server connecting inference, autonomous agents, and decision primitives to your assistant. It links your editor directly to Carbon Arc infrastructure. CX Codex +1 ★ 33repo stars kernelcad w1ne MCP server Turns a plain-language part description into editable .kcad.ts source, checks the model, and prepares manufacturing artifacts. CX Codex +1 ★ 33repo stars agent-lsp blackwell-systems MCP server Coordinates language servers into 65 agent tools across 32 languages, keeping project indexes warm and testing edits in memory. CX Codex +1 ★ 164repo stars callimachus BetaBots-LLC MCP server Indexes local chat transcripts across 11 AI coding assistants and exposes them via search. Helps agents recall earlier decisions without repeating mistakes. CX Codex +1 ★ 46repo stars MCP Registry Monitor nirholas MCP server Polls the official MCP registry and alerts you to new servers, version changes and removals through Discord, Slack, email or a webhook. CX Codex +1 ★ 32repo stars Talkthrough korovin-aa97 MCP server A local MCP server that turns a screen recording or a public video link into a searchable transcript, key frames, OCR text and wall-clock timestamps. CX Codex +1 ★ 32repo stars code-context infino-ai MCP server A local search layer for coding agents: exact matches, semantic search and SQL over one index kept in your repo. Useful when the codebase outgrows the agent. CX Codex +1 ★ 32repo stars januscope giancarloerra MCP server Local policy proxy for MCP tools. It enforces read-only rules, redacts sensitive customer data, and records tool executions. CX Codex +1 ★ 32repo stars Graqle quantamixsol MCP server Builds one knowledge graph from code and documents so the agent can answer with sources, and screens its actions against a decision gate. CX Codex +1 ★ 32repo stars Hail hail-hq MCP server Hands your agent a real phone number and an inbox. It runs as a remote MCP endpoint with OAuth sign-in, so nothing gets installed locally. CX Codex +1 ★ 32repo stars AI Agents API Library eater2 MCP server Searches a machine-readable directory of APIs and MCP servers for AI agents. Delivers auth requirements, free tiers, and doc links directly to your agent. CX Codex +1 ★ 32repo stars UICapsule kyh MCP server Remote MCP server holding a catalog of React components that move in unusual ways. Your agent finds one by description and installs it through the shadcn CLI. CX Codex +1 ★ 32repo stars rpg-encoder userFRM MCP server Builds a semantic graph of your repo with Tree-sitter and hands the agent a whole-project map in one call. Useful when code search drowns in grep and file reads. CX Codex +1 ★ 31repo stars ai-quality-gate mustafacagri MCP server Runs AI-written code through ESLint and Prettier, fixes what it can and hands the leftovers back to the agent. CX Codex +1 ★ 31repo stars briefd ismailperim MCP server Compiles your team's git-backed knowledge into compact context bundles and serves them to a coding agent over MCP. Useful once CLAUDE.md has grown and eats tokens every turn. CX Codex +1 ★ 31repo stars u-he Preset Randomizer Fannon MCP server An MCP server and CLI that build fresh u-he synth presets from your own collection: random patches, tweaked variations, or hybrids of several presets. CX Codex +1 ★ 31repo stars mcp-server-kalshi 9crusher MCP server Wires Kalshi prediction markets into your agent: browse markets, read settlement rules, and place orders through MCP tools. CX Codex +1 ★ 31repo stars mcp-klever-vm klever-io MCP server Feeds your coding agent Klever smart contract knowledge: code patterns, examples and checks for common mistakes. CX Codex +1 ★ 31repo stars

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