Discover Awesome MCP Servers

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.

mcp_example

A minimal MCP server over Streamable HTTP demonstrating the MCP protocol with tools for health checks, echo, and text reversal.

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.

wps-skills

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

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.

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.

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.

mcp-calculator

A simple MCP server that provides basic arithmetic operations like addition, subtraction, multiplication, division, power, and square root.

Swarmwage

MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)

typeship

Enables MCP clients to invoke every typeship API operation as a tool, with spec-derived input schemas, argument validation, read-only mode, and selective tool exposure.

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.

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.

MCP Trino Server

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

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.

Glossary MCP Server

Enables semantic search and exploration of a business glossary knowledge graph, allowing users to query terms, expand related concepts, trace dependencies, and resolve physical table mappings.

github-mcp-lite

A lightweight MCP server for GitHub with nine essential tools for reading files, managing pull requests, and creating issues, using personal access token authentication.

comparebasket

MCP server that compares grocery basket prices across Blinkit, Zepto, BigBasket, and Amazon Now in real time, identifying the cheapest platform for the entire basket.

Aluvia

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.