MCP Servers 18,731

pyscn

io.github.ludo-technologies/pyscn

A✓Verified

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

Chatsum

io.github.chatmcp/mcp-server-chatsum

E◆ advisory

Query and Summarize your chat messages.

Wisp Science

io.github.xuzhougeng/wisp-science

B◆ advisory

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Ant…

Awesome Devops Servers

io.github.rohitg00/awesome-devops-mcp-servers

C◆ advisory

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

Bernstein

io.github.chernistry/bernstein

A✓Verified

Declarative agent orchestration for engineering teams

Arcade

io.github.arcadeai/arcade-mcp

B◆ advisory

MCP Server Framework and Tool Development library for building custom capabilities into agents.

Code Index

io.github.johnhuang316/code-index-mcp

C◆ advisory

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Annas

io.github.iosifache/annas-mcp

C◆ advisory

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Scaleway MCP server

io.github.scaleway/scaleway-mcp

A✓Verified

Scaleway MCP server for interacting with the Scaleway APIs

Awesome Openclaw

io.github.anil-matcha/awesome-openclaw

B◆ advisory

A curated list of OpenClaw resources, tools, skills, tutorials & articles.

Mcpm.Sh

io.github.pathintegral-institute/mcpm.sh

B◆ advisory

CLI MCP package manager & registry for all platforms and all clients.

Google Sheets

io.github.xing5/mcp-google-sheets

C◆ advisory

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

Neo4j Aura Manager

io.github.neo4j-contrib/mcp-neo4j-aura-manager

B✓Verified

MCP server for Neo4j Aura Database Instance Manager.

Neo4j Memory

io.github.neo4j-contrib/mcp-neo4j-memory

C✓Verified

MCP Neo4j Knowledge Graph Memory Server

Neo4j Data Modeling

io.github.neo4j-contrib/mcp-neo4j-data-modeling

B✓Verified

A simple Neo4j MCP server for creating graph data models.

Neo4j Cypher

io.github.neo4j-contrib/mcp-neo4j-cypher

B✓Verified

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

Ollama Bridge

io.github.patruff/ollama-mcp-bridge

E◆ advisory

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

AI Gateway

io.github.azure-samples/ai-gateway

B◆ advisory

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Heym

io.github.heymrun/heym

B◆ advisory

Build agentic systems.

Work Iq

io.github.microsoft/work-iq

B◆ advisory

MCP Server and CLI for accessing Work IQ

Jetbrains

io.github.jetbrains/mcp-jetbrains

D◆ advisory

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc.

X Reader

io.github.runesleo/x-reader

C◆ advisory

Universal content reader MCP Server for 10+ platforms

Kubectl

io.github.rohitg00/kubectl-mcp-server

C◆ advisory

Published in CNCF Landscape: A MCP server for Kubernetes.

Agent Qa

io.github.vostride/agent-qa

B◆ advisory

Open-source self-improving QA agent for software teams.