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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.

Polar Health Data (self-hosted) StuMason MCP server A self-hosted server that syncs Polar health data into PostgreSQL and exposes it to your agent over MCP: sleep, HRV, workouts, personal baselines. CX Codex +1 ★ 24repo stars Nouz Semiotronika MCP server Connects Obsidian or Logseq Markdown vaults to AI assistants, building acyclic graphs and mapping semantic bridges across notes. CX Codex +1 ★ 24repo stars world-model-mcp SaravananJaichandar MCP server This MCP server keeps project memory in a local knowledge graph and checks constraints at the edit boundary. It suits agents that must retain context across sessions. CX Codex +1 ★ 24repo stars rpgmaker-mz-mcp Redseb MCP server An MCP server that lets an AI assistant change an RPG Maker MZ project: database records, maps, tiles, events. Useful when clicking through the editor gets old. CX Codex +1 ★ 24repo stars Fable Mode REX-codebase MCP server Enforces deliberation timers and structured proof receipts before letting AI agents edit code in your project. CX Codex +1 ★ 24repo stars NuGet API Inspector DimonSmart MCP server Lets your assistant read the actual metadata and public API of NuGet packages. Useful when the version matters or the package sits in a private feed. CX Codex +1 ★ 24repo stars hmem — Humanlike Memory for AI Agents Bumblebiber MCP server Keeps project knowledge in a SQLite store across sessions and devices, loading detail only when the agent asks for it. CX Codex +1 ★ 24repo stars memento veerps57 MCP server A memory layer that lives in a local SQLite file and speaks MCP, so assistants stop asking you to re-explain your preferences and past decisions. CX Codex +1 ★ 24repo stars DBConvert Streams (Federated SQL) slotix MCP server Runs read-only federated SQL across PostgreSQL, MySQL, S3 buckets, and local Parquet or CSV files directly from your AI coding assistant. CX Codex +1 ★ 24repo stars Run402 kychee-com MCP server Lets an agent spin up Postgres, auth, files, functions and hosting on its own. Usage is paid per call with x402 or MPP. CX Codex +1 ★ 24repo stars mfukushim-map-traveler-mcp mfukushim MCP server Directs a virtual avatar across Google Maps coordinates, produces composite Street View images, and shares updates to Bluesky. CX Codex +1 ★ 24repo stars icloud-calendar-mcp icloud-calendar-mcp MCP server Connects AI coding assistants to iCloud Calendar via CalDAV. Lets agents fetch schedules, create events, and edit recurring meetings from chat. CX Codex +1 ★ 23repo stars MCP Document Reader xt765 MCP server Gives your agent a way to open PDF, DOCX, Excel and TXT files from disk. Handy when the answer sits inside someone else's report or spreadsheet. CX Codex +1 ★ 23repo stars Semantic Scholar MCP Server smaniches MCP server Connects AI assistants to 200M+ academic papers on Semantic Scholar. It searches literature, traces citation networks, and pulls author details directly inside your coding client. CX Codex +1 ★ 23repo stars Claudebox psyb0t MCP server Runs Claude Code inside Docker and exposes it as an agent tool over MCP and HTTP. Supports terminal prompts, automated scripts, Telegram, and cron jobs. CX Codex +1 ★ 23repo stars ArcGIS MCP Bridge muend MCP server This MCP server exposes ArcPy and ArcGIS Pro tools to coding agents. Use it to run GIS operations from natural-language requests. CX Codex +1 ★ 23repo stars m1nd maxkle1nz MCP server A local code graph with evidence-linked memory for MCP agents: orient in an unfamiliar repo, see what a change touches, keep verified findings for the next session. CX Codex +1 ★ 23repo stars neurodivergent-memory jmeyer1980 MCP server A local MCP server that keeps an agent's notes as a knowledge graph split into five districts, with BM25 ranking. Useful when context keeps vanishing between sessions. CX Codex +1 ★ 23repo stars engram-server jamjet-labs MCP server Persists conversational facts into a temporal graph with hybrid search. Agents keep long-term context across sessions using SQLite or PostgreSQL storage. CX Codex +1 ★ 23repo stars avito-mcp elchin92 MCP server Bridges an Avito seller account into an AI client so it can read chats and stats, draft replies, change prices and handle orders. Saves the manual clicking around the seller dashboard. CX Codex +1 ★ 23repo stars Yahoo Finance danishashko MCP server Gives your coding agent Yahoo Finance data: quotes, price history, statements, analyst ratings and ticker news, all from a prompt. CX Codex +1 ★ 23repo stars ntfy-mcp-server cyanheads MCP server MCP server for dispatching ntfy push notifications to mobile or desktop devices. Useful when coding agents need to ping you about finished tasks or review topic history. CX Codex +1 ★ 23repo stars Unity AI Bridge butterlatte-zhang MCP server Lets an AI agent work inside the Unity Editor: scenes, objects, assets, profiler and tests, over file-based IPC with no ports to open. CX Codex +1 ★ 23repo stars knowing blackwell-systems MCP server Builds a content-addressed code relationship graph to feed AI assistants ranked context. It cuts down token waste and traces change blast radius across services. CX Codex +1 ★ 23repo stars Kivgraph Luqueee MCP server A local MCP server that builds a semantic graph across several repositories and tells an agent who calls a symbol and what a change breaks. CX Codex +1 ★ 23repo stars dsh-baton JialaoLiu MCP server Hands a task from Claude or Claude to a local DeepSeek Harness and brings the answer back once the run ends. Useful when a second agent should take the heavy part. CX Codex +1 ★ 23repo stars moodle-mcp G36maid MCP server Connects LLM agents to Moodle LMS to inspect courses and submit coursework. Useful for managing academic deadlines without a browser. CX Codex +1 ★ 23repo stars AgentDeals robhunter MCP server An MCP server that puts a catalogue of developer infrastructure offers — free tiers, startup credits, discounts — inside your agent. Handy when you need hosting or a database on a budget. CX Codex +1 ★ 23repo stars artifact-site lexmount MCP server Publishes agent-generated HTML pages, reports, and static builds to your server or the cloud. It adds versioned links, full-text search, and access controls. CX Codex +1 ★ 23repo stars aChurch.ai a-church-ai MCP server Connects your agent to the aChurch.ai sanctuary: attend a service, reflect, read, search, ask. No auth needed. CX Codex +1 ★ 23repo stars churnkey churnkey MCP server Wires an AI agent into Churnkey so it can read sessions, retention analytics and DSR requests with a Data API key. CX Codex +1 ★ 23repo stars Zenith zenitheditor MCP server Zenith lets an AI agent create, check, edit, and render plain-text .zen design files as PNG, SVG, or PDF. CX Codex +1 ★ 22repo stars DevTool MCP standardbeagle MCP server Gives the agent a handle on your running app: dev-server control, a reverse proxy and frontend diagnostics. Comes in handy when UI work has to happen with the page in view. CX Codex +1 ★ 22repo stars clude sebbsssss MCP server Adds structured long-term memory with differential decay and semantic recall to AI coding agents. Useful for retaining project context across multiple sessions. CX Codex +1 ★ 22repo stars PumpFun Claims Bot nirholas MCP server Feeds your agent PumpFun on-chain data: fee claims, holders, token graduations and bundle checks. Useful when Solana events need to be read inside the chat. CX Codex +1 ★ 22repo stars NEAT neat-technologies MCP server Fuses static code analysis with live OpenTelemetry traces into an exact system graph. Feeds AI coding agents targeted incident data without manual grep. CX Codex +1 ★ 22repo stars Shotcut MCP matrodrigs MCP server An MCP server that lets your assistant open saved Shotcut projects, change the timeline, review it and render the result. CX Codex +1 ★ 22repo stars Jev-Style lawrence3699 MCP server A local MCP server for yes/no answers, choices, and ratings with probabilities. It fits agents that handle repeated decision checks. CX Codex +1 ★ 22repo stars pituitary nantobv MCP server pituitary checks specs, docs, and code for inconsistencies. Use it when decisions change but related files in the repository may not have caught up. CX Codex +1 ★ 22repo stars CodeMap bbajt MCP server Answers an agent's questions about symbols and calls in C# or VB.NET code, returning facts instead of whole files. CX Codex +1 ★ 22repo stars

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