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MCP Servers

Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.

✓ Official

31 companies

Published by the companies themselves — pick one to see everything they ship.

Overview All Cloud Service Cloud Storage Communication Database Design Development File System Finance Marketing Memory Other Productivity Search Version Control Web Scraping

Development ›All Development ✓ Official AI & Machine Learning APIs & Integration Browser Automation Code Review & Docs DevOps & Infrastructure Frontend & UI Mobile Security Testing & QA

Development

2,589 mcp servers

polycodegraph

★ 10

Multi-language code-graph MCP server with 18 tools (find_symbol, callers, callees, blast_radius, dataflow_trace) for AI assistants — local-first, no API key required, ~3× fewer tokens than Claude+grep at the same correctness.

🔥🔥🔥✓ VerifiedFreeQuick setup

llm-cli-gateway

★ 10

Unified MCP server providing access to Claude Code, Codex, and Gemini CLIs through a single gateway. Features multi-LLM orchestration, persistent session management, async job execution with polling, approval gates, retry with circuit breakers, and token optimization. Install: npx -y llm-cli-gateway

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

swift-mcp

★ 10

An MCP server that brings best practices from leading iOS developers directly to your AI assistant.

🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

mcp-of-mcps

★ 10

MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema loading, and massively cheaper execution, so you stop wasting tokens and time. With persistent tool metadata, semantic search, and direct code execution between tools, it turns chaotic multi-server setups into a fast, efficient, hallucination-free workflow. It also automatically analyzes the tools output schemas if not exist and preserves them across sessions for consistent behavior.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Inoyu Apache Unomi

★ 10

Maintains user context and manages profiles using the Apache Unomi Customer Data Platform.

🔥🔥✓ VerifiedAccount requiredNeeds API keys

MCP Documentation Server

★ 10

An AI-powered documentation server for code improvement and management, with Claude and Brave Search integration.

🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

s&box MCP Server

★ 10

Enables AI assistants to interact with s&box game objects and components via WebSocket communication.

🔥🔥✓ VerifiedFreeQuick setup

mistral-mcp

★ 10

MCP server exposing the full Mistral AI surface (chat, OCR, Codestral FIM, Voxtral audio, vision, agents, moderation, classification, files, batch). Stdio + Streamable HTTP, BYOK with Mistral's free 1B tokens/month

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

grasp-mcp-server a

★ 10

36 tools for dependency graphs, architecture analysis, security scanning, refactoring, and CI tracking for LLM agents

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

AKF — The AI Native File Format

★ 10

EXIF for AI. AKF embeds trust scores, source provenance, and compliance metadata into every file your AI touches — DOCX, PDF, images, code, and 20+ formats. 9 MCP tools: stamp, inspect, trust, audit, scan, embed, extract, detect. Audit against EU AI Act, SOX, HIPAA, NIST in one command.

🔥🔥🔥✓ VerifiedFreeQuick setup

MCP Chaos Rig

★ 10

A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

MCP Read Images

★ 10

Analyze images using OpenRouter's vision models. Requires an OpenRouter API key.

🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

AC to Automation Converter

★ 10

An AI-powered system that converts Acceptance Criteria (AC) from QA specifications into automated browser testing workflows.

🔥🔥🔥✓ VerifiedPaid serviceNeeds API keys

Mantis MCP Server

★ 10

An MCP server for integrating with the Mantis Bug Tracker system.

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

idb-mcp

★ 10

An MCP server that uses Facebook IDB to automate iOS simulators, providing device control, input actions, and screenshots over HTTP, SSE, or stdio.

🔥🔥🔥✓ VerifiedFreeQuick setup

OpsLevel

★ 10

Interact with your OpsLevel account using read-only access.

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

Command-Line MCP Server

★ 10

A secure MCP server for executing terminal commands with controlled directory access and command permissions.

🔥🔥🔥✓ VerifiedFreeNeeds API keys

symbolica-mcp

★ 10

A scientific computing server for symbolic math, data analysis, and visualization using popular Python libraries like NumPy, SciPy, and Pandas.

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

UnrealMCP Plugin

★ 10

An unofficial Unreal Engine plugin that acts as an MCP server, allowing AI tools to remotely control the engine.

🔥🔥✓ VerifiedFreeQuick setup

OpenFGA

★ 10

An MCP server for managing authorization models with OpenFGA, an open-source authorization system.

🔥🔥🔥✓ VerifiedFreeQuick setup

Yourware MCP

★ 10

Upload project files or directories to the Yourware platform.

🔥🔥✓ VerifiedFreeQuick setup

MCPSwift

★ 10

A Swift framework for building Model Context Protocol (MCP) servers with a simplified API.

🔥🔥🔥✓ VerifiedFreeQuick setup

ScreenHand

★ 10

Native desktop + browser automation MCP server with 82 tools — accessibility APIs (macOS/Windows), Chrome DevTools Protocol, anti-detection, memory, jobs, and reusable playbooks.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup