Discover Awesome MCP Servers

DataFrame Analyst MCP

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

hedgedoc-mcp-server

Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams from AI agents via the MCP protocol.

Claude Team MCP

A Model Context Protocol (MCP) server that turns multiple AI coding agents into a coordinated team that chats, debates, remembers, audits security, and works in parallel on the same project.

H1B Job Search MCP Server

Enables searching and analyzing H-1B visa sponsoring companies using U.S. Department of Labor data. Supports filtering by job role, location, and salary with natural language queries to find direct employers and export results.

HestAI-MCP

Governance and session management layer for AI-assisted software development; enables agent binding, session tracking, and structured code review within the HestAI ecosystem.

Models PLUS

Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.

agent-runtime-mcp

Enables persistent task and goal management with AI-powered decomposition, cross-session continuity, and fault-tolerant multi-agent pipelines.

OpenDirectories MCP Server

Enables searching 12M+ verified businesses across 10 countries and 19 directories, with tools for lead generation, competitive analysis, and market research.

sales-mcp

Boilerplate for creating a remote MCP server on Cloudflare with user login (Google/GitHub) and Stripe payment processing, enabling both free and paid MCP tools.

MCPSearch

AI-powered multi-source research and crawling platform with MCP integration, enabling web search, crawling, social source aggregation, and structured research workflows.

@jambonz/mcp-schema-server

This server exposes jambonz verb schemas and developer documentation as MCP tools, enabling AI agents to query verb definitions, component types, callback payloads, and the full developer guide without needing local access to the schema files.

Ticketmaster Partner API

Enables discovery and search of Ticketmaster events, venues, and attractions with advanced filtering options including date ranges, location-based search, and event classifications through the Ticketmaster Partner API.

Latvian Data Protection MCP

Enables querying Latvian data protection regulations, decisions, and guidelines from the DVI directly from MCP-compatible clients.

Mimo Vision MCP

An image recognition MCP server based on mimo-v2.5, enabling AI assistants to describe images, extract text via OCR, and output structured information in JSON or table format.

mise-en-space

An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.

fldigi-mcp

Enables MCP clients like Claude Desktop to control the fldigi amateur radio digital modem application, including modem, rig, log, and transmit functions, with a callsign-based transmit safety gate.

mcp-freshbooks

Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, expenses, payments, time tracking, projects, estimates, and financial reports. OAuth2 with automatic token refresh.

Bluesky MCP Server

A Model Context Protocol server that connects to Bluesky and provides natural language tools to interact with the ATProtocol, enabling feed fetching, post management, search, and profile analysis.

SupaMCPBuilder

A runtime-configurable MCP server for Supabase databases that enables dynamic tool creation through JSON configuration. Build custom database operations (select, insert, update, delete) without writing code, with built-in authentication and template support.

devdoc

A documentation MCP server that crawls websites and Git repositories, stores them as Markdown, and provides tools to search and retrieve documentation for local LLMs and AI agents.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

Disco Engine

Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM containing the game's script and rules, plus a real-time browser observatory.

coinopai-mcp

Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base.

Pelaris

Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coaching. Plan training programs, log workouts, track benchmarks, manage goals, and get data-driven coaching insights. Supports science-based methodologies including 5/3/1, Pfitzinger, polarised training, and more. OAuth 2.0 authentication with Streamable HTTP transport. Documentation: https://pelaris.io/integrations Web

cwe-search_mcp

Enables querying MITRE's Common Weakness Enumeration database for vulnerability information, supporting CWE lookup, search, taxonomy navigation, and relationship mapping through MCP.

Littlebird Obsidian MCP

A local-first MCP server that routes Littlebird daily context into structured Obsidian notes, connecting daily work to a durable knowledge base.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

memocean-mcp

Local-first AI Memory MCP server for AI agents to search and manage knowledge stored in Obsidian vaults, optimized for CJK languages with zero AI dependency.

Context7 MCP Server

Context7 MCP Server

Naver Search Docs MCP Server

Searches for official documentation using Naver Search API and filters results with Gemini AI to identify and return authoritative documentation URLs with descriptions.