Best Other MCP servers

Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render.

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

Policy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log.

1285 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Official TypeScript library for the Telnyx API

Safe cross-OS desktop control for any AI agent - the fallback execution layer.

MCP server for SAP ABAP systems

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.

Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back

MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr

Production-grade MCP server for KiCad EDA—PCB design, DRC, simulation, BOM, DFM, and manufacturing.

AI-Ready design system MCP: melta UI tokens, component contracts, 107 rules, check_html self-verify

Render, verify, describe, and safely edit Mermaid diagrams through MCP.

MCP server for Google Sheets API — read, write, format, batch operations.

Control CesiumJS 3D globes via MCP: camera, layers, entities, animation, and interaction.

Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.

An MCP server that leverages official UniFi API

Adobe Illustrator MCP with 66 tools — more than the official Illustrator MCP. macOS | Windows.

Deploy durable AI agents with Omnara, an open-source managed-agent platform.

Validate oh-my-posh configurations and segment snippets against the official schema.

An MCP Server for computer-use in Windows OS

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Interact with Microsoft 365 and Office services through the Microsoft Graph API.

Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.

Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP.

Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.

IBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Live football scores, fixtures and standings for 16 supported competitions. Unofficial fan project.

Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

Pre-action gates that block AI agents from repeating known mistakes.

Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

Diagnoses, drugs & lab codes: ICD-11, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.

Shared project memory for Claude Code, Codex and Cursor: decisions and corrections through MCP.

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок.

A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

Scaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax.

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

ADR drift detection, content safety, and decision memory for architectural decisions

MCP server and CLI for Brave DevTools

Automatic project memory for Claude Code. Also works with Cursor and Codex.

Automate the Unreal Editor (UE 5.0-5.8): levels, Blueprints, UI, materials, VFX and more.

Pre-action gates that block AI agents from repeating known mistakes.

RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO.

Local-first personal memory and model server for trusted MCP agents on macOS.

Control and verify a live Unity Editor through a local, low-token MCP server.

Discover, inspect, quote, and call external tools, with usage and final credit settlement audits

Banco Central do Brasil (BCB): SGS series, Focus expectations, PTAX, stats + provenance. 17 tools.

Unofficial local LinkedIn research and opt-in alpha writes; live compatibility is unverified.

Canvas LMS integration for students and educators with optional privacy controls

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

MCP server for macOS desktop automation via the Accessibility API.

MCP server for WoW addons: Lua API, Blizzard UI source, CVars, art lookup, linting, scaffolding.

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.

Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.

Render and validate ArchSmith architecture diagrams from a governed JSON IR.

Step-through debugging for AI agents: breakpoints, stepping and live variables in nine languages

Wildberries, Ozon, Yandex Market & Avito seller APIs for AI assistants: schema-driven, safety-gated.

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.

Plonk gives agents local macOS tools for windows, workspaces, screenshots, OCR, and more.

Control local KeyShot scenes, cameras, environments, and renders through headless scripting.

Give your AI agents trusted access to the full Postman platform.

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.

AI Agents Framework with Self Reflection and MCP support

Model Context Protocol server for awesome-copilot agents and collections

MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.

Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.

MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models.

Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.

Caller-owned Discord operations for AI agents with 222 typed tools and verifiable guild builds.

MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API

Schema conversion and schema-driven code generation MCP server.

Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & recovery agents.

MCP server for SAP ABAP ADT over HTTP, RFC or SNC: repository analysis and RAP/classic ABAP CRUD

Compact MCP server for SAP ABAP ADT over HTTP, RFC or SNC: one tool per operation, object in args

Full-featured ADB MCP server — 209 tools across 49 modules, from UI to baseband.

AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai

A Model Context Protocol server implementation for Nx

A Model Context Protocol server implementation for Nx

MCP server for CLI for Microsoft 365 to manage your tenant using natural language

Hosted OAuth MCP at https://www.taskade.com/mcp, or local @taskade/mcp-server.

Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP

A graph-native code repository for AI agents and the people who build with them.

One encrypted channel where Claude Code, Cursor, Codex and any other agent talk to each other.

Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.

stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

Local-first MCP server giving AI agents contextual knowledge about the people in your life

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

Educational dermatology knowledge and mole tracking. No credentials needed. Not a medical device.

Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.

Nutrition tracking: log meals and macros, USDA and Open Food Facts lookups, history, app import.

A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.

Run local Froglet verifiable compute, signed receipts, settlement, and service publication.

Check the bank behind an IBAN before you pay: bank-code check, BIC with source, bank-level sanctions

Local keystore + MCP server. Claude can sign EVM transactions but never sees the private key.

MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API

Persistent memory for Claude Code, Cursor and Codex. Facts retire when they change.

Control your computer with screenshots, mouse, and keyboard automation.

Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux.

Score and rewrite AI-assisted prose while preserving names, numbers, quotes, links, and facts.

A portable persona for MCP clients — the same agent in Claude Code, Codex, Cursor and VS Code

MCP server for SolarWinds Service Desk tickets, catalog, knowledge, ITSM operations, and workflows.

MCP server for iOS and Android Mobile Development, Automation and Testing

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.