MCP Servers 20,417

Agentic Engineering For Apache Kafka

io.github.lensesio/agentic-engineering-for-apache-kafka

B◆ advisory

AI agent skills for building, operating and troubleshooting Apache Kafka applications.

Cyvisguard

io.github.flankerhqd/cyvisguard

C◆ advisory

Security control plane for AI agents — identity and delegation, capability policy, data-flow taint and a live audit trail, enforced over MCP.

Illustrator

io.github.spencerhhubert/illustrator-mcp-server

E◆ advisory

mcp server to run scripts on adobe illustrator

Accessibility Scanner

io.github.JustasMonkev/mcp-accessibility-scanner

A✓Verified

MCP server for automated web accessibility scanning with Playwright and Axe-core.

Altium Designer

io.github.embedded-society/altium-designer-mcp

A✓Verified◆ advisory

Lets an AI read, write and edit Altium Designer .PcbLib/.SchLib component libraries byte-exactly.

CloakBrowser MCP

io.github.swimmwatch/cloakbrowser-mcp

A✓Verified

Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium.

Opencaselaw

io.github.jonashertner/opencaselaw

B◆ advisory

Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools.

Crawlbase

io.github.crawlbase/crawlbase-mcp

D◆ advisory

Crawlbase MCP Server connects AI agents and LLMs with real-time web data.

Audio Analyzer

io.github.JuzzyDee/audio-analyzer

B✓Verified

Gives LLMs ears.

ChatCrystal

io.github.ZengLiangYi/chatcrystal

A✓Verified

Local-first AI PKM memory for coding conversations.

MCP Superset

io.github.bintocher/mcp-superset

B✓Verified

Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

webfetch

io.github.firish/webfetch

B✓Verified

Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching

Agent Spreadsheet MCPNew

io.github.PSU3D0/agent-spreadsheet

A✓Verified

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Just MCP Server

io.github.PromptExecution/just-mcp

B✓Verified

Expose curated Justfile recipes via MCP for safe deterministic automation.

Korea Finance

io.github.emceekim/korea-finance-mcp

C◆ advisory

Korea's first legally-safe (Capital Markets Act compliant) finance MCP.

Wireshark

io.github.khuynh22/mcp-wireshark

C◆ advisory

An MCP server that integrates Wireshark/tshark with AI tools and IDEs.

Octave

io.github.elevanaltd/octave-mcp

C◆ advisory

OCTAVE protocol - structured AI communication with 3-20x token reduction.

Evernote

io.github.brentmid/evernote-mcp-server

C◆ advisory

Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your notes in Evernote

ScientificFigureLibraryNew

io.github.xuzhougeng/scientificfigurelibrary

B◆ advisory

Local-first MCP App for your scientific figures.

Runapi

io.github.runapi-builder/runapi-mcp

A✓Verified

130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.

Smart Connections

io.github.msdanyg/smart-connections-mcp

A✓Verified

Local semantic search over Obsidian vaults via Smart Connections embeddings.

Codestyle

io.github.itxaiohanglover/mcp-codestyle-server

D◆ advisory

MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。

MCP Gateway

io.github.MikkoParkkola/mcp-gateway

B✓Verified

Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.

Mastercard Developers MCP

io.github.Mastercard/developers-mcp

B✓Verified

Access Mastercard Developers APIs, documentation, and API specifications through MCP.