Discover Awesome MCP Servers

MCP Agents

Provides FastMCP-based servers with various tools for AI assistants including math operations, file management, note-taking, todo management, and database operations. Offers both basic and advanced server configurations with tools, resources, and prompt templates.

Octopus Deploy MCP Server

A server that enables interaction with Octopus Deploy through the Model Context Protocol, allowing users to manage projects, releases, and deployments across different spaces.

MCP Server with Qdrant

Qdrant + mcp-qdrant-server (クドラント + mcp-qdrant-server)

Excel to JSON MCP by WTSolutions

The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

Layntra

MCP server that lets product managers turn ideas into editable Figma designs using natural language, with explicit planning and approval before any changes.

Pinecall MCP

Enables coding agents to build, test, and deploy production voice agents with real phone numbers directly from the editor, including live call monitoring and sandboxed development.

Shipping Cost MCP Connector

Pulls real and estimated shipping costs from Shiprocket and Delhivery into Claude, with rollup summaries for yesterday, last 7 days, MTD, and last 30 days.

DatabaseMCP

An MCP server that enables AI agents to safely explore and interact with MySQL databases through dynamic tool generation from stored procedures. It provides database discovery capabilities and intelligent procedure categorization while enforcing security restrictions to prevent data modification.

dolphin-decomp-mcp

Provides a set of low-level tools for reverse engineering GameCube and Wii games via Dolphin's DAP debug server, including memory/register operations, disassembly, breakpoints, and code injection.

Kawaiidra MCP

MCP server that integrates Ghidra for binary analysis, enabling decompilation, disassembly, and advanced reverse engineering tasks through Claude Code.

tasqr-mcp

Enables AI agents to manage task state through MCP, including creating, updating, and tracking tasks, with support for client-side encryption and secure local credential storage.

Gmail MCP Server

A privacy-focused MCP server that grants Claude read-only access to Gmail using strict, user-defined filters to control which emails are exposed. It enables searching and fetching email metadata while ensuring data security through OAuth and localized filter enforcement.

obs-showrunner-mcp

MCP server enabling LLMs to control OBS Studio through high-level show and effect APIs.

SwipeFlow MCP Server

SwipeFlow MCP Server enables human-in-the-loop approvals for AI agents over the Model Context Protocol, allowing agents to request asynchronous human review of work (content, code, messages, spending) and resume once a decision is made, with stateless, durable task handles and synchronous fallbacks for clients without Tasks extension support.

Azure Image Generation MCP

Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.

mcp-bideetmusique

This MCP server provides tools to search for songs, artists, and random records from the Bide & Musique catalogue. It offers read-only access to tens of thousands of French songs with no authentication needed.

Polymarket MCP Server

Enables AI agents to browse, search, and trade on Polymarket prediction markets, including viewing markets, order books, balances, and placing/canceling orders.

bluebubbles-mcp

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.

mailbox-mcp

Official mailbox.bot MCP server for AI agents. Send letters, certified mail, postcards, and receive scanned inbound physical mail with sandbox keys, approval controls, tracking, and webhooks.

MetroAI — KOLAS Compliance OS

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

pinterest-vision-mcp

MCP server that gives AI agents visual intelligence — search Pinterest, analyze images with LLM vision, build a semantic reference library, and retrieve by style or mood.

sap-sales-order-mcp

MCP server for SAP S/4HANA Sales Order Management that enables natural language queries for sales orders, order details, and line items using SAP's public sandbox API. Built with offline testing, structured errors, and retry policies.

basic-mcp-server

A demonstration MCP server using FastMCP and streamable-http transport. It provides tools like weather and Kusto queries, secured by Microsoft Entra ID OAuth.

rigor-mcp

Provides verified statistical inference and hypothesis testing tools, including t-tests, effect sizes, power analysis, and multiple comparisons correction, with assumption checks and citations.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.

Thoughtspot

Thoughtspot

Calendar Safe MCP

Enables MCP clients to interact with Apple Calendar locally on macOS through EventKit, including listing calendars and events, creating events, and updating events with privacy-conscious safeguards.

EverOS Codex

Enables Codex to use a local EverOS instance as long-term memory through MCP. Supports memory operations like search, get, save, and flush with automatic project ID inference.

re-dyn-mcp

A dynamic-analysis MCP server for reverse-engineering the Broadcom BCM6726b0 WiFi driver, enabling live GDB debugging of the QEMU dhd harness with breakpoints, stepping, and memory inspection.

junai-mcp

Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a 9-stage state machine that prevents hallucinated routing.