Best Other MCP servers

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

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

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

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

MCP server for SAP ABAP systems

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

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

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

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

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.

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

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

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

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

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

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

MCP server and CLI for Brave DevTools

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

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.

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

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.

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

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

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

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

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

Canvas LMS integration for students and educators with optional privacy controls

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

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

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

Model Context Protocol server for awesome-copilot agents and collections

Caller-owned Discord operations for AI agents with 221 typed tools and verifiable guild builds.

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.

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

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

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

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

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

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

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

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

Persistent file-based memory for AI agents: inspectable, versionable, fully local.

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.

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

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

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

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

MCP server for AI access to Swagger by SmartBear.

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates.

UI design MCP: design references, intent routing, anti-slop static detector and gate. No API key.

D2L Brightspace MCP server: grades, due dates, assignments, announcements and files. Any school.

Committed, machine-readable codebase context and code map that tells agents where to look.

Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

The Proxmox MCP you can hand the keys: VE/PBS/PMG/PDM. Plan, prove, undo, diagnose. MCP/A2A/API.

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

Official MCP server for MAQAMI, a hotel and flight booking platform with 3M+ hotels.

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

Own, grow and trade portable agent intelligence via TAIP/1 Packs and MCP.

The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.

MCP server for Cognigy.AI - 132 tools to build, configure & operate conversational AI agents

Tailscale MCP server for managing your tailnet from AI assistants

Read-only view of what fills a Mac: disk usage, cleanup candidates, largest items, app leftovers.

OpenTable reservation management: find slots, book, cancel, list reservations, manage favorites.

Microsoft Entra SCIM 2.0 Provisioning API: user and group lifecycle, with a local mock.

Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis

ServiceNow MCP server: Table API, CMDB, schema, update sets. Read-only mode, OAuth, audit log.

SAP GUI for Windows automation for AI agents - 60 structured tools via SAP GUI Scripting API

Zero-config MCP server + CLI for ZSpace NAS: file ops and pool stats via the desktop client.

Monitor services, manage incidents and status pages in Statuser.cloud from your AI assistant.

Persistent project context for Claude. IANA-registered .faf format.

Compile, describe, lint, validate, score, repair, fix, finish, suggest and complete ArchLang plans.

Mobile QA on local Android Emulators and iOS Simulators: autopilot tests, evidence, reports.

Standalone MCP filesystem tools server — view, edit, shell, workdir.

Tailwind CSS palettes (50-950) from any color, the closest Tailwind color, and Tailwind's defaults

Create, validate, simulate and deploy Camunda 8 BPMN processes, forms and DMN from an agent.

A Tamagotchi for AI agents. Real-time care, permanent death, dozens of species, evolution.

Map local domains (and HTTPS) to apps on local ports, OS-wide, via /etc/hosts and a reverse proxy.

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

Read a Tierward project's governance state (doctor, team-settings, arch-audit, skills) over MCP.

Local-first control of TP-Link Tapo smart-home devices for AI agents

Query and manage Apache Pinot through MCP with typed tools and preview-first safety.

Plan trips and manage itineraries, stays, transport, activities, expenses, and documents in Tripsy.

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

Wine cellar manager: bottles, racks, drink windows, pairings and a shared wine registry.

MCP tools for interacting with Microsoft Fabric

Template MCP server example.

Create and manage Form.io forms, resources, actions, roles, and projects from your AI agent.

A stdio connector for the local ae-mcp After Effects panel; install the AE extension separately.

Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, cost, and risk.

Validated Kshana PNT simulator: orbits, GNSS, fusion, receiver trust, interference maps.

Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).

Keyless-first MCP: 153 tools for US federal + state/local (SLED) contracting, spending & regulation

21 MCP tools for math, randomness, dates, encoding, hashing, and more — deterministic and accurate.

35 MCP tools give AI agents live Rails schema, routes, models, and conventions.

SAP S/4HANA and ECC: OData V2/V4, IDoc and RFC/BAPI for n8n and other MCP clients

Create, edit, share and render real-time collaborative diagrams and mindmaps on livediagram.app.

An MCP server that stores Copilot customizations from the Awesome Copilot repository

2,700+ scientific tools for AI scientists: life science, research, literature, and more.

Secure local-first MCP server for licensed ArcGIS Pro and ArcPy on Windows.

Evaluate state with typed choice, score, and probability questions.

A private persistent computer: files and a bash shell that survive between runs.

Access Pollinations models and API capabilities through agent tools.

An assistant reads your OSCAR installation (OSC, MIDI, DMX) and drafts interfaces you review.

Czech VAT-payer reliability (ADIS / nespolehlivý plátce DPH) + registered bank accounts by DIČ.

Czech & Slovak business registry — company lookup by IČO, name, legal form, VAT. Official ARES.

Czech & EU due diligence in one call — facts, insolvency, sanctions, VAT, risk score, UBO chain.

Czech insolvency register (ISIR) — active/historical insolvency & bankruptcy by IČO or person.