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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.

Oh My Cassette Cassette-Editor MCP server MCP server for editing video via chat: converts local footage with ffmpeg, coordinates cuts in the Cassette cloud, and downloads exported MP4s. CX Codex +1 ★ 117repo stars Crawlie spronta MCP server Crawlie lets an agent run technical SEO and GEO audits, inspect findings, and compare reports. Use it when site checks need to run through MCP. CX Codex +1 ★ 115repo stars SAP HANA CLI SAP-samples MCP server Wires more than 150 SAP HANA tools into your AI assistant: queries, schema objects, plan analysis. Useful when you build against HANA outside SAP tooling. CX Codex +1 ★ 114repo stars DeepMem deepmemteam MCP server Persistent memory for AI agents: facts are written once and recalled by meaning. Useful when context keeps vanishing between sessions. CX Codex +1 ★ 114repo stars Obsidian Hybrid Search flowing-abyss MCP server An MCP server that lets your agent search an Obsidian vault by meaning, title and links, read notes, and pull cited context from your own files. CX Codex +1 ★ 113repo stars agentburn Socialpranker MCP server Local token profiler for agent logs. Identifies heavy five-hour usage windows, tallies context costs, and measures how soon you hit subscription caps. CX Codex +1 ★ 113repo stars agent-search-mcp lennney MCP server Web search in English and Chinese with no API key: the agent gets compact results along with source counts and visible provider failures. CX Codex +1 ★ 112repo stars Langfuse MCP avivsinai MCP server Connects Langfuse telemetry to coding assistants to inspect traces, user sessions, and runtime errors. Useful for debugging AI workflows from your terminal. CX Codex +1 ★ 112repo stars Outline MCP Server Vortiago MCP server Wires your assistant into Outline: search and read documents, create and edit pages, handle collections, comments and backlinks. CX Codex +1 ★ 158repo stars ckb SimplyLiz MCP server Supplies coding assistants with code graphs, impact analysis, and secret detection directly via MCP. CX Codex +1 ★ 111repo stars Analook — Competitor Intelligence Gingiris-1031 MCP server Remote MCP server that pulls traffic, SEO, social, Product Hunt and AI insights for any product. Drop a URL, get a seven-module report in half a minute. CX Codex +1 ★ 111repo stars reevesagents mertkayacs MCP server Attach the MCP and one CLI agent can spawn others in tmux panes, read what they print, adjust the work and stop them. Handy when a job splits across tools. CX Codex +1 ★ 107repo stars DesktopManager Windows Verification EvotecIT MCP server An MCP server for inspecting and verifying Windows x64 desktop apps locally. Read-only by default. CX Codex +1 ★ 107repo stars flow-nexus ruvnet MCP server A cloud platform with agent swarms, isolated sandboxes and workflow automation. Useful when you want autonomous tasks running straight from your editor. CX Codex +1 ★ 106repo stars caldav-mcp dominik1001 MCP server Connects CalDAV accounts to AI assistants to list, schedule, and update calendar events alongside VTODO task lists directly from your workspace. CX Codex +1 ★ 105repo stars mcp-server UI5 MCP server Connects SAPUI5 and OpenUI5 developer tooling to AI assistants. Helps scaffold apps, inspect manifest schemas, and run linters directly in chat. CX Codex +1 ★ 104repo stars runx runxhq MCP server runx lets an agent find, inspect, and run skills through an MCP connection, while recording a verifiable receipt for each execution. CX Codex +1 ★ 104repo stars godot-mcp-enhanced wgt19861219 MCP server Gives an agent 46 MCP tools to read, write, run and verify Godot 4.5–4.7 projects without opening the editor. CX Codex +1 ★ 103repo stars pracht dev-mcp JoviDeCroock MCP server Connects coding agents to the Pracht app graph via @pracht/cli. Helps inspect routing, scaffold endpoints, evaluate bundle budgets, and test WebMCP tools. CX Codex +1 ★ 103repo stars cesium-mcp-runtime gaopengbin MCP server Lets AI assistants control CesiumJS 3D globes through MCP. Adjusts cameras, displays vector layers, and tracks map entities during chats. CX Codex +1 ★ 145repo stars Tendem MCP server Toloka MCP server This server lets your assistant hire Tendem's human experts: a task gets scoped, priced and returned as files or a report inside the chat. CX Codex +1 ★ 102repo stars FrankenSurf yail259 MCP server Reads any web page and searches the web through 28 tools. Tries free ones first, moves to paid APIs only when a site blocks, checks every page, and returns clean data with a receipt of every attempt. CX Codex +1 ★ 101repo stars orionbelt-semantic-layer ralforion MCP server MCP server that compiles YAML models into SQL for BigQuery, Snowflake, DuckDB and five more dialects. An agent defines metrics and dimensions once, then asks questions in plain language. CX Codex +1 ★ 101repo stars timepicker-ui-mcp pglejzer MCP server An MCP server that gives coding agents direct access to timepicker-ui documentation, theme options, validation logic, and code snippets. CX Codex +1 ★ 101repo stars VelesDB Memory cyberlife-coder MCP server An offline memory layer for your agent: it keeps facts, retrieves them by meaning, links them together and can show the evidence behind a recall. No cloud, no API key. CX Codex +1 ★ 100repo stars loci IvenKooLab MCP server loci gives AI tools shared memory and search across notes and docs. It returns answers tied to the source file sections. CX Codex +1 ★ 100repo stars Knowl dat999zx MCP server Local memory for AI agents. When a fact changes, the previous one stops being active instead of sitting next to the new one. Useful once CLAUDE.md gets long and wrong. CX Codex +1 ★ 100repo stars mcp-abap-adt-ro fr0ster MCP server Gives an agent read-only access to ABAP repositories through ADT: object analysis, search and repository navigation. CX Codex +1 ★ 99repo stars Open Library 8enSmith MCP server Connects AI tools to the Internet Archive's Open Library catalogue to look up books, inspect author keys, and fetch validated cover URLs. CX Codex +1 ★ 99repo stars shellward jnMetaCode MCP server Scans your project for data-leak risks and dangerous commands, then blocks prompt injection and exfiltration at runtime. Built for AI projects under Chinese regulation. CX Codex +1 ★ 139repo stars sub-agents-mcp shinpr MCP server Runs your subagents, each described in a Markdown file, through a coding CLI of your choice and sends the result back into the same chat. Useful when reviews, tests and bug hunts should go to separate agents. CX Codex +1 ★ 98repo stars Sugar roboticforce MCP server A local memory layer your coding agent reads and writes mid-session. Decisions, conventions and error patterns live in SQLite and come back on the next run. CX Codex +1 ★ 98repo stars RvtMcp bimwright MCP server A local bridge from an MCP client to a running Revit session: 237 typed tools, a C# escape hatch, and optional ToolBaker tools of your own. CX Codex +1 ★ 97repo stars Godot MCP Runtime Erodenn MCP server Gives an AI agent control of a Godot 4 project with no editor open, plus screenshots, simulated input and live GDScript against the running game. Useful when the agent has to check its own change instead of handing it back to you. CX Codex +1 ★ 95repo stars OmniSeek Battam1111 MCP server A local MCP server that fetches content from Bilibili, Zhihu, and academic citations where standard search falls short. Keeps all indexes on your own machine. CX Codex +1 ★ 95repo stars Stealthy Auto Browse psyb0t MCP server Runs a stealth browser in Docker and lets an agent drive it over MCP, with OS-level clicks and typing. CX Codex +1 ★ 94repo stars Obsidian Vault MCP luffysolution-svg MCP server Connects Zotero, MinerU, and Obsidian to automate research workflows. Parses scientific PDFs into Markdown and saves structured analysis notes inside your vault. CX Codex +1 ★ 94repo stars Arm MCP Server arm MCP server Gives an AI assistant tools to move code from x86 to Arm, search Arm documentation, and inspect container architectures. CX Codex +1 ★ 94repo stars USB LIN Converter uCAN-LIN MCP server Wires an AI agent to the USB LIN dongle so it can capture bus traffic, find the speed and decode signals from an LDF file. CX Codex +1 ★ 92repo stars yuna0x0-anilist-mcp yuna0x0 MCP server Connects your AI client to AniList: anime and manga search, user profiles and lists, characters and studios. Useful when you ask an agent about titles instead of copying data by hand. CX Codex +1 ★ 92repo stars

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