MCP Servers 28,392

Mache

io.github.agentic-research/mache

B◆ advisory

IDE-style navigation for structured data — code, JSON, YAML.

Floom

io.github.floomhq/floom

B✓Verified

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

Python Notebook

io.github.usamak98/python-notebook-mcp

C◆ advisory

Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

Martin Loop

io.github.Keesan12/martin-loop

A✓Verified

One system around coding agents to run, verify, recover, and hand off software work.

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Git Courer

io.github.Alejandro-M-P/git-courer

B✓Verified

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

WebScraping.AI

io.github.webscraping-ai/webscraping-ai

B✓Verified

Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.

Adam Framework

io.github.strangeadvancedmarketing/adam-framework

B✓Verified

Persistent memory tools for Claude Desktop.

Prism Rs

io.github.prismworks-ai/prism-mcp-rs

B◆ advisory

Enterprise-grade Rust implementation of Anthropic's MCP protocol

Amazon Sp

io.github.mansournorouzi/amazon-sp-mcp

C◆ advisory

MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inventory, orders, fees, and analytics.

Openalex Research

io.github.oksure/openalex-research-mcp

C◆ advisory

MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map collaboration networks

Openai Compatible ImagegenNew

io.github.syh1906/openai-compatible-imagegen

B◆ advisory

Standalone Skill and Codex Plugin for OpenAI-compatible image generation, editing, batch workflows, QA, and focused canvas editing.

HuaweiCloud DevKit (Remote Demo)New

io.github.glqff/huaweicloud-devkit-demo

A✓Verified

Community demo: HuaweiCloud DevKit MCP server in remote streamable-http form.

Google Health

io.github.davidmosiah/google-health-mcp

A✓Verified

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents

Console Automation

io.github.ooples/mcp-console-automation

A✓Verified

MCP server for AI-driven console application automation and monitoring

DuDuClaw

io.github.zhixuli0406/duduclaw

B◆ advisory

Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), Rust + Python.

Kubently

io.github.kubently/kubently

A✓Verified

Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently

Agy Bridge

io.github.sshahzaiib/agy-bridge

B✓Verified

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

MCP server for Blockscout

DigestSEO AI Visibility

io.github.AKzar1el/digestseo-mcp

B✓Verified

Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.

GEO Tracker by DigestSEO

io.github.AKzar1el/mcp-geo

A✓Verified

DigestSEO GEO Tracker: track brand citations across five AI search engines.

Algorand

io.github.goplausible/algorand-mcp

C◆ advisory

Algorand Local Model Context Protocol (Server & Client)

Rsv Data

io.github.prepod2003/mcp-rsv-data

C◆ advisory

ИИ-агент (Claude, Cursor) читает данные рабочей базы 1С простым языком, без знания языка запросов — для бухгалтеров и аналитиков; и отдаёт структуру метаданн…