Discover Awesome MCP Servers

mcp-pool

Pools multiple API keys for upstream MCP servers to distribute rate limits and provide automatic failover on rate limiting or errors.

minimax-mcp-api

MCP server that wraps MiniMax platform APIs (speech, video, image, music, and file management) as tools over stdio, enabling natural language interaction with MiniMax's AI services.

ms_salespower_mcp

Cho phép các trường hợp sử dụng bán hàng hữu ích thông qua Máy chủ MCP, để sử dụng trong bất kỳ Trò chuyện AI thông thường nào.

nor-data/nve-mcp

MCP server that wraps NVE's open GIS data to provide flood risk and landslide risk point lookups, with explicit uncertainty reporting (e.g., 'no data' vs 'safe') and source references.

consciousness MCP server

A pluggable vector memory server for semantic search and long-term memory, with session-scoped and universal memory tools.

Expense Tracker MCP Server

Provides remote expense management and analysis with CRUD operations and summary reports.

MySQL MCP Server

Enables comprehensive MySQL database management including CRUD operations, schema queries, and natural language to SQL conversion support through complete database structure analysis.

Funplay MCP for Cocos

An embedded MCP server for Cocos Creator that enables AI assistants to inspect and operate running Cocos projects through tools like execute_javascript, get_project_info, and screenshot capture.

GLM-4.5V MCP Server

Enables multimodal AI capabilities through GLM-4.5V API for image processing, visual querying with OCR/QA/detection modes, and file content extraction from various formats including PDFs, documents, and images.

openmc-validator-mcp

An MCP server that provides pre-flight validation and post-processing tools for OpenMC Monte Carlo transport simulations, catching common authoring mistakes before jobs hit the HPC queue.

MCP Research Assistant

A custom MCP server that enables AI assistants to perform comprehensive research tasks, including searching ArXiv, summarizing papers via Groq, managing local research notes, and pushing findings to GitHub.

DexPaprika MCP Server

Provides real-time access to cryptocurrency and DEX data across multiple blockchains, enabling users to analyze tokens, pools, trading volumes, and perform technical analysis through DexPaprika's API. No API keys required for seamless integration with AI assistants.

AI Detection Engineering Platform

An MCP server that enables conversational interaction with Wazuh SIEM, allowing users to investigate alerts, hunt threats, tune false positives, edit rules, and run security actions via natural language.

newdb

NewDB is a unified DaaS intelligence platform and MCP server providing automated verification for Russian individuals, legal entities, and foreign citizens. Connect your AI agents directly to official government and commercial registries, including FNS (taxes & bank blocks), FSSP (enforcement debts), MVD (passport validity), Fedresurs (bankruptcy), and CAD Arbitration courts.

cursor-sdk-mcp

Enables MCP clients to invoke Cursor SDK's agent runtime, run coding agents, list models, and continue conversations.

ark

Self-hosted research vault on Cloudflare Workers with a native MCP server, enabling AI agents to search and (soon) maintain their knowledge base from anywhere.

🚀 Wayland MCP Server

Máy chủ MCP cho Wayland

Plotting MCP Server

Transforms CSV data into beautiful visualizations including line charts, bar graphs, pie charts, and world maps. Returns base64-encoded PNG images optimized for AI chat interfaces and assistants.

@runablejs/mcp

Enables AI coding agents to inspect Runable projects over MCP, providing read-only access to project information and configuration via Runable's inspector.

MCP Tool-Use Reliability Harness

An MCP server that exposes a document store for evaluating agent tool-use accuracy and measuring resistance to indirect prompt injection, with built-in conformance to the 2026-07-28 MCP protocol.

Oculr MCP

Enables AI agents to create and control real, isolated browser profiles with engine-level fingerprinting and per-profile proxies, providing antidetect browsing capabilities through a Model Context Protocol interface.

Understanding MCP (Model Context Protocol) and GitHub Integration

Tuyệt chi tiết hướng dẫn cách thiết lập và sử dụng máy chủ MCP với Cursor IDE, bao gồm tích hợp GitHub và cấu hình AI agent.

asmemory

Action-State Memory Engine that records typed events (state values and actions) and provides trend, anomaly, causal, and summary analyses via MCP tools. Enables agent self-tracking and operational monitoring with time-series math.

CodeRifts API Governance

An MCP server providing risk-aware API governance tools for AI agents. Agents call preflight checks before tool calls or merges to verify API contracts are safe. Returns risk score, blast radius, agent impact, economic cost, and a deterministic ALLOW/WARN/REQUIRE_APPROVAL/BLOCK decision. MCP endpoint: https://app.coderifts.com/mcp

mcp-server-sros

Provides tools to view operational state and change configuration of Nokia SR OS devices using pySROS SDK and FastMCP.

Sivisa: SP

MCP server for read-only consultation of Sivisa: SP data from official sources. It provides a single tool (sivisa_sp_consultar) and works with any MCP client over HTTP, using prepaid credits.

MCP System Tools Server

Provides AI agents with tools to retrieve live system statistics (CPU, memory) and safely evaluate basic arithmetic expressions.

pdf4vllm

Enables vision LLMs to read PDFs by automatically detecting text corruption and switching between text extraction and image rendering modes, while preserving reading order and filtering unnecessary images to prevent token overflow.

commerce-validators

Provides real validation and live registry lookups for ecommerce and fintech workflows, including EU VAT, EORI, email domain, IBAN, ABA routing, and GTIN checks.