Discover Awesome MCP Servers

JeffersonStats

Enables comprehensive statistical analysis including descriptive statistics, hypothesis testing, regression, and more via a FastMCP-based API.

Jenkins MCP Server

Exposes Jenkins CI/CD capabilities as MCP tools, including job management, builds, pipelines, and Terraform/GCP log inspection.

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

MCP Session Memory Bridge

Provides cross-session memory for AI agents by maintaining a rolling 24-hour event stream and searchable daily archives to prevent context loss. It enables agents to record, query, and retrieve historical events and decisions through a structured markdown-based workspace.

sg-company-lookup

Enables lookup of Singapore companies by UEN or name using ACRA's free open data from data.gov.sg, with tools for UEN validation, exact lookup, and free-text search.

Weather Chat Assistant

A modern chat interface that provides real-time weather information and forecasts for any location worldwide using the Model Context Protocol (MCP).

mcp-ziwei

Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on birth date, time, and gender. Returns both structured text of the 12 palaces and a PNG image of the chart.

StyleTrace

Analyzes website references, images, screenshots, and HTML snippets to produce a design brief with style constraints, and reviews generated HTML against those constraints.

Traffic Director MCP Server

An MCP server that enables interaction with Google's Traffic Director API, allowing users to manage global load balancing services through natural language.

Google OAuth2 API Server

An MCP server that enables authentication and authorization with Google's OAuth2 API, allowing users to securely authenticate and access Google services through natural language interactions.

Research Intelligence MCP

A unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.

Google Forms MCP Server

Enables interaction with Google Forms API to create forms, add questions, and retrieve responses through natural language commands.

Sophos XGS MCP Server

A read-only MCP server that provides 60+ tools to query Sophos XGS firewall configurations via the XML API, covering firewall rules, NAT, VPN, web filtering, and more.

Metabase MCP

Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.

scrapingdog

Wraps Scrapingdog, a proxy-based web scraping service, enabling AI agents to scrape web pages through a simple MCP interface.

Crypto News MCP Server

An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

Skill Vision Control (SVC)

A version management server for MCP skills that enables automated update detection, parallel version testing, and smart merging of custom modifications with official updates. It allows users to safely switch, rollback, and manage local skill versions through a standardized suite of MCP tools.

TON Dev Skills MCP Server

Enables AI assistants to audit, migrate, scaffold, and manage TON smart contracts using the TON Dev Skills platform.

MemoryIQ

Enables AI tools to access and contribute to shared semantic memory, supporting search, capture, and curation of knowledge across multiple brains via the MCP protocol.

GeoIP MCP Server

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

Korea Stocks MCP

A read-only MCP server skeleton for Korean stocks data, with tool stubs for stock quotes, orderbooks, and DART filings; all data tools currently return a NOT_IMPLEMENTED error.

Banking MCP Server (MongoDB Backend)

Enables basic banking operations (CRUD) with persistent MongoDB storage, supporting account management and money transfers.

agent-toolbelt

Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model to

ScrapeOps MCP Server

Enables AI agents to browse the web, bypass anti-bots, render JavaScript, take screenshots, and perform structured data extraction using the ScrapeOps Proxy API.

Build Runner MCP Server

Provides structured build, compile, and test operations with parsed output to reduce token usage and improve readability.

mac-messages-mcp

Enables sending and reading iMessages and SMS messages through the macOS Messages app via MCP.

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

openchronicle-mcp

Persistent memory database for LLM agents with hybrid semantic/keyword search, project scoping, and git commit clustering.