Discover Awesome MCP Servers

doc-search

MCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.

usafiri-mcp

MCP server for Kenya transport — matatu route finder, NTSA services, boda licensing, freight logistics, passenger rights.

IP Intelligence MCP Server

Provides MCP tools for IP threat intelligence lookup and enrichment, including single IP lookup, bulk hunting, ASN expansion, and feed status queries.

ModelScope Image Generation MCP Server

Enables text-to-image generation through the ModelScope platform using the Qwen/Qwen-Image model. It supports customizable parameters such as negative prompts, resolution, and sampling steps within MCP-compatible clients.

railrouter-lite

RailRouter Lite is a real, production-ready MCP server implementing the Model Context Protocol. It exposes one tool: route_payment. This tool intelligently routes payments to the optimal rail (Stripe MPP, Coinbase x402, or Google AP2) in real time, choosing based on cost, latency, and success rate. Every decision is logged to a Cloudflare D1 database, creating compounding routing intelligence

dockhand-mcp

Exposes the Dockhand Docker management API as tools for LLMs, enabling container, stack, image, volume, and network management via natural language.

substack-mcp

An MCP server that gives Copilot access to Substack posts from your authenticated reader account, including paid subscriptions, enabling daily summary generation by syncing, caching, and summarizing posts.

Jangada Docs MCP

Enables AI assistants to access the complete documentation of the jangada library, ensuring they write code using the correct and current API without guessing function names or parameters.

storytelling-media-mcp

Provides tools for agent-driven video creation, including image generation via Google's GenAI, video generation, and local video stitching with FFmpeg.

Confluence MCP Server

A server application that integrates with Atlassian Confluence API, providing custom endpoints for MCP functionality to interact with Confluence content.

Web Search MCP

Multi-source web search MCP server with RRF fusion, 4-layer URL extraction, and provider health tracking.

first-mcp-server

Enables adding two numbers through a single MCP tool and returns the sum as text.

SAG MCP Server

Enables full read/write management of SAG knowledge bases, including source and document CRUD, semantic search, knowledge graph queries, and model configuration through 18 MCP tools.

MCP GitHub Server

HTTP MCP server for GitHub API with tools for file manipulation, commit listing, and workflow logs.

Moz Da Pa1 MCP Server

Enables access to Moz API to retrieve Domain Authority, Page Authority, external URLs, and Spam Score metrics for website analysis.

Dominican Republic Invoice MCP

Lets AI agents authenticate and submit Dominican Republic electronic invoices (e-CF) to the DGII national gateway using certificate-based authentication.

BigQuery MCP Server

Enables read-only interaction with Google BigQuery, including SQL queries, dataset/table listing, schema retrieval, table preview, and metadata access via service account authentication.

ScienceON-MCP

MCP server for searching Korean scientific literature, patents, reports, and more via the KISTI ScienceON API.

@quickerhub/everything-mcp

Enables fast cross-project file search on Windows using Voidtools Everything. Agents can locate files and folders across the whole machine in milliseconds.

Aviation MCP Server

Enables querying real-time aircraft data from ADS-B Exchange using multiple query types such as callsign, registration, aircraft type, location, and more, via a FastMCP server with API key authentication.

Tempo

An MCP server for Spotify control and synchronized lyrics retrieval that enables playback management, queue navigation, and music search capabilities. It also features perception tools for real-time track analysis, including BPM, key detection, and timestamped lyrics.

code-context-v2

Enables semantic code search across indexed codebases using natural language queries, with support for CLI and MCP interfaces.

MySQL MCP Server

A server that provides LLMs with read-only access to MySQL databases, allowing them to inspect database schemas and execute read-only queries.

CleverTap MCP

Read-only AI analytics assistant for CleverTap via MCP, enabling querying of events, profiles, campaigns, and realtime data without write endpoints.

jp-business-days MCP Server

Provides Japanese business day calculations: add or subtract business days, count between dates, check whether a date is a business day, and reverse-calculate deadlines. Handles national holidays and year-end periods fully offline with no API keys required.

Fusion BIP MCP Server

MCP server for Oracle Fusion BI Publisher that lets AI agents run queries, reports, and manage catalog objects via a secure, scoped interface.

GitHub PR Analyzer MCP Server

Fetches GitHub pull request details and saves reviews to Notion.

4bots

A hosted MCP server that supplies ten channels of short-form content (stories, puzzles, jokes, etc.) for AI briefing agents to embed in daily emails to humans.

Day One MCP Server

Read-only MCP server for Day One journal on macOS, enabling search and browsing of entries, photos, and metadata.

i3wm-mcp

Enables querying and controlling the i3 (or Sway) window manager through natural language, offering tools for window management, workspace operations, and session configuration.