Discover Awesome MCP Servers

MCP GitHub Navigator

MCP server for AI agents to securely access GitHub data, including listing repositories and user profile info via the GitHub API.

MasterGO MCP Server

MasterGOをベースにしたMCPサービスを構築します。GitHubでアカウントを作成して、ClyingDeng/MasterGO-McpServerの開発に貢献してください。

ai-papers-mcp

Enables searching and reading of AI/ML papers from conference proceedings and arxiv, with tools for full-text search, table of contents, and content grep.

cli-history-hub

Provides MCP tools to search, browse, and retrieve unified read-only history from CLI agents like Codex, Claude Code, and OpenCode, with connector discovery and project-folder grouping.

unfragile-mcp-server

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

Search MCP Server

Free web search MCP server using SearXNG, supporting web search, news search, and search summaries.

selagent

A Selenium-based MCP server that exposes browser automation tools for navigation, interaction, form filling, and assertions, enabling AI agents to control web browsers through natural language.

GitHub MCP Server

Enables access to GitHub repositories and data through the GitHub API. Supports retrieving repositories, issues, pull requests, and searching code across GitHub with authentication via personal access tokens.

MCP Scroll Animation Analyzer

Analyzes scroll-triggered animations on any webpage using Playwright, extracting GSAP, ScrollTrigger, Lenis, and CSS code via AST and runtime detection.

CoreRag

Enables Claude Desktop to perform local-first semantic search, ingest documents, and manage a private knowledge base with hybrid search, PII redaction, and multi-format support.

Claude MCP Protocol Practice

MCP server example practice

Smartsheet MCP Server

Enables AI agents to read and write Smartsheet data, with support for remote HTTP deployment to Microsoft 365 Copilot and Copilot Studio.

agent-antigravity-mcp

MCP server for Google Gemini Antigravity Agent, enabling autonomous code execution, web browsing, and GitHub PR workflows in remote sandboxes.

mcp-tools-server

A small MCP server for course experiments that provides tools to read recent commits from public GitHub repositories.

mcp-codemap

Provides coding agents with a mental map of codebases via progressive disclosure, enabling efficient exploration of project structure and entity relationships.

seoul-timeavg-air-mcp

Retrieves hourly average air quality data (PM10, PM2.5, ozone, NO2, CO, SO2) from Seoul's open data platform, filtered by station or district.

mcp-openrouter

A Python MCP server that lets MCP hosts call OpenRouter models for chat, image generation, embeddings, and model search via FastMCP with .env support and retry handling.

Cybrium MCP Server

Provides AI coding assistants with real-time security scanning superpowers, including SAST, secrets detection, dependency CVE scanning, and web vulnerability assessment.

Google Docs API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google Docs via natural language, automatically generated using AG2's MCP builder.

pharo-smalltalk-interop-mcp-server

MCP server to communicate local Pharo Smalltalk image

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

Jira - GitHub MCP Server

A modular MCP server integrating Jira and GitHub to automate developer workflows, enabling AI agents to manage issues, branches, commits, and pull requests directly from the IDE.

MD Vision

MCP server that enables AI assistants to open files and highlight ranges in a read-only Markdown and code viewer.

flexoffers-mcp

Integrates FlexOffers API v3 as an MCP server, enabling users to manage affiliate programs, list promotions, search products, generate deeplinks, and retrieve payment reports through natural language.

mcp-memory

Provides AI agents with persistent, long-term memory via OKF-formatted markdown and SQLite indexing, enabling stateful storage, retrieval, and search across sessions.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities, enabling web content extraction, crawling, site mapping, search, and structured data extraction with automatic rate limiting and retry handling.

ansa-mcp

An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, enabling geometry operations, model management, and solver deck export.

splitwise-mcp

A local MCP server that exposes the Splitwise API as tools, enabling conversational management of expenses, groups, and friends. It runs entirely locally over stdio with no hosting required.

Mailjet MCP Server

Enables AI agents to interact with Mailjet's contact, campaign, segmentation, statistics, and workflow APIs for managing email marketing operations through natural language.