Discover Awesome MCP Servers

claude-codex-bridge

Bridges Claude Code and Codex TUI in real time, allowing them to share the same thread and send messages back and forth.

IX-API MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the IX-API (Internet Exchange API) through natural language, allowing for management of interconnection services in data centers.

beatport-scraper

Enables extracting metadata from Beatport track URLs, including preview audio, cover art, and track info, via an MCP server integrated with Claude Desktop.

MySQL MCP Server

A comprehensive MySQL interface for the Model Context Protocol that enables database management, SQL execution, and performance analysis. It features a robust Git-style version control system with automatic backups, secure permission management, and precise rollback capabilities for all data operations.

PPT-MCP

Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide management, template remapping, and real-time evaluation via natural language.

OPC UA MCP Server

Connects to any OPC UA server and exposes its node tree and data via MCP, with tools to read values and search nodes.

micro-app-mcp

Provides semantic search and knowledge base management for the micro-app micro-frontend framework by ingesting its source code and documentation.

ExecuFunction MCP Server

Enables AI assistants to interact with ExecuFunction's project management, knowledge base, code indexing, and calendar tools via MCP, allowing natural language management of tasks, notes, and code.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

Agent Community MCP

Enables stdio-only MCP clients to connect to Agent Community's hosted Streamable HTTP MCP server for accessing hosted agents and tools.

resp-mcp

SERP-free scholarly search MCP server that queries academic sources like arXiv, Semantic Scholar, and conference proceedings using official APIs and reverse-engineered endpoints, with no API keys required. It supports unified conference search and returns normalized paper metadata.

wps-skills

MCP server enabling AI assistants to control WPS Office (Excel, Word, PPT) through natural language.

Atelier B MCP Server

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

mcp_ocr

Modular OCR MCP server supporting Apple Vision, PaddleOCR, and PaddleOCR-VL backends. Enables text, layout, table, formula, and chart extraction from images via natural language.

Swarms MCP Documentation Server

An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.

Power BI Desktop MCP Server

Bridges the Model Context Protocol to the Tabular Object Model, enabling natural language inspection, optimization, and authoring of DAX in Power BI Desktop.

Voraxx MCP Server

A minimal, dependency-free MCP server that gives AI agents three real, read-only security-orchestration tools: cve_lookup, shodan_host_lookup, and nuclei_scan.

outlook-mcp

An MCP server that gives AI agents structured access to a Microsoft Outlook mailbox through the Microsoft Graph API, with a deliberate constraint: agents can read and draft emails, but only humans can send.

JDD-Agent OS

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

jira-sisoog-mcp

MCP server for self-hosted Jira, enabling task management, searching issues, adding comments, transitioning statuses, and logging worklogs directly from Cursor.

Google Search Console MCP Server

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

MCP Trino Server

MCP server providing seamless integration with Trino and Iceberg for advanced data exploration, querying, and table maintenance.

Voice Assistant MCP Demo

A cloud backend for a voice assistant that processes natural language commands, manages tasks, and provides speech responses. Integrates with MCP protocol and Gemini API for Vietnamese language support.

mcp-notepad-project

MCP server that enables AI models to open the Windows Notepad application via function calling, demonstrating the complete MCP tool call workflow.

SQLGuard MCP

Enforces safety and governance for SQL queries executed by AI agents, providing read-only enforcement, cost estimation, and audit trails.

google-ai-mode

Provides OpenAI-compatible API, MCP, and CLI for Google AI Mode, with automatic fallback to a real Chrome browser to bypass TLS fingerprint detection.

sg-eli-mcp

An MCP server for Singapore Statutes Online (SSO), the official portal for Singapore legislation. It browses, fetches, and cites Acts, with a verifiable citation on every response.

google-ads-mcp

Enables full read/write control of Google Ads accounts—managing campaigns, ad groups, ads, keywords, Performance Max, budgets, targeting, and performance reporting through natural language. Supports Search, Display, Video, and Demand Gen campaign types with flexible GAQL querying and comprehensive reporting.

Vorim AI — Agent Identity & Trust

AI agent identity, permissions, trust scores, and tamper-evident audit trails. 17 MCP tools: register agents (Ed25519 keypairs), check permissions (sub-5ms), emit audit events, verify trust scores (0-100), delegate credentials, ephemeral agents. IETF Internet-Draft filed. Works with LangChain, OpenAI, CrewAI, Stripe ACP. npx @vorim/mcp-server

MCP GitHub Issue Priority Server

Enables AI assistants to manage GitHub issues using deterministic priority scoring and concurrency-safe locking. It supports a structured eight-phase workflow from issue selection through pull request review to ensure consistent prioritization and progress tracking.