Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimization, and index health detection
PythonDatabase & StorageDatabase+13+12
28
2025-09-10
R
reportportal-mcp-server
reportportal
MCP server for ReportPortal
GoAI & Machine LearningAPI+4+3
10
2025-09-10
O
python-openstackmcp-server
openstack-kr
openstack mcp server
PythonAI & Machine LearningAPI+5+4
10
2025-09-05
A
alibabacloud-dms-mcp-server
aliyun
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform. Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses.
PythonDatabase & StorageDatabase+15+14
22
2025-09-10
M
go-sdk
modelcontextprotocol
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
GoAI & Machine LearningAPI+3+2
1921
2025-09-04
M
inspector
MCPJam
MCP Testing Platform - Playground to test and debug MCP servers
TypeScriptAI & Machine LearningAPI+12+11
969
2025-09-12
M
csharp-sdk
modelcontextprotocol
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
C#AI & Machine LearningAPI+3+2
3226
2025-09-10
E
mcpmark
eval-sys
MCP Servers are shaping the future of software. MCPMark is a comprehensive, stress-testing benchmark designed to evaluate model and agent capabilities in real-world MCP use.
PythonDatabase & StorageDatabase+12+11
142
2025-09-10
F
mcp-chat
Flux159
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
TypeScriptAI & Machine LearningAPI+7+6
115
2025-09-11
N
5ire
nanbingxyz
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
TypeScriptDatabase & StorageDatabase+9+8
4517
2025-09-09
M
inspector
modelcontextprotocol
Visual testing tool for MCP servers
TypeScriptAI & Machine LearningAPI+4+3
6293
2025-09-11
A
mcp
awslabs
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
PythonDatabase & StorageDatabase+14+13
6278
2025-09-10
R
claude-flow
ruvnet
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
TypeScriptDatabase & StorageDatabase+15+14
7444
2025-09-10
A
tuui
AI-QL
A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.
TypeScriptAI & Machine LearningAPI+15+14
1065
2025-09-12
O
core
opensumi
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
TypeScriptAI & Machine LearningAPI+15+14
3502
2025-09-08
A
awesome-mcp-servers
appcypher
Awesome MCP Servers - A curated list of Model Context Protocol servers
Database & StorageDatabase+15+14
4592
2025-09-04
P
spec-workflow-mcp
Pimzino
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.
TypeScriptAI & Machine LearningAPI+4+3
1577
2025-09-10
O
serena
oraios
A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)
PythonAI & Machine LearningAPI+14+13
12002
2025-09-10
D
univer
dream-num
Build AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets on both web and server. With Univer MCP, Univer Spreadsheets is driven directly through natural language.
TypeScriptAI & Machine LearningAPI+15+14
10958
2025-09-06
U
context7
upstash
Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
JavaScriptAI & Machine LearningAPI+7+6
29872
2025-09-11
G
kratos
go-kratos
Your ultimate Go microservices framework for the cloud-native era.
GoAI & Machine LearningAPI+15+14
24844
2025-09-12
1
1Panel
1Panel-dev
🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server.
GoDatabase & StorageDatabase+13+12
31114
2025-09-05
M
python-sdk
modelcontextprotocol
The official Python SDK for Model Context Protocol servers and clients
PythonDatabase & StorageDatabase+5+4
18387
2025-09-11
M
servers
modelcontextprotocol
Model Context Protocol Servers
TypeScriptDatabase & StorageDatabase+6+5
67555
2025-09-12
N
n8n
n8n-io
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
TypeScriptAI & Machine LearningAPI+15+14
136853
2025-09-11
D
oracle-mcp-server
danielmeppiel
MCP Server for working with large Oracle databases
PythonDatabase & StorageDatabase+4+3
82
2025-08-22
C
mcp-for-security
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.
TypeScriptDatabase & StorageDatabase+15+14
389
2025-08-23
Z
markdownify-mcp
zcaceres
A Model Context Protocol server for converting almost anything to Markdown
TypeScriptAI & Machine LearningAPI+12+11
2090
2025-09-02
A
mcp-server-ftp
alxspiker
Model Context Protocol server for FTP access
JavaScriptAI & Machine LearningAPI+3+2
10
2025-07-23
S
secops-mcp
securityfortech
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
PythonDatabase & StorageDatabase+4+3
140
2025-08-23
I
mlflowMCPServer
iRahulPandey
mcp server for mlflow
PythonAI & Machine LearningAPI+2+1
10
2025-06-19
L
bluesky-context-server
laulauland
Bluesky MCP server
TypeScriptAI & Machine LearningAPI+3+2
27
2025-08-10
O
mcp
oracle
Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managing and interacting with Oracle products.
PythonAI & Machine LearningAPI+4+3
186
2025-08-26
A
aci
aipotheosis-labs
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.
PythonDatabase & StorageDatabase+15+14
4601
2025-08-26
M
mcp-go
mark3labs
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
GoDatabase & StorageDatabase+5+4
7098
2025-09-02
I
git-mcp
idosal
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
TypeScriptAI & Machine LearningAPI+12+11
6156
2025-08-22
B
zen-mcp-server
BeehiveInnovations
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / Grok / OpenRouter / Ollama / Custom Model / All Of The Above] working as one.
PythonAI & Machine LearningAPI+4+3
7092
2025-08-26
T
awesome-hacking-lists
taielab
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!
AI & Machine Learningagents+20+19
1187
2025-08-21
T
fastapi_mcp
tadata-org
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
PythonAI & Machine LearningAPI+15+14
10122
2025-08-18
A
gpt-researcher
assafelovic
LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.
PythonDatabase & StorageDatabase+15+14
23353
2025-08-29
P
awesome-mcp-devtools
punkpeye
A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.
Database & StorageDatabase+6+5
318
2025-08-03
H
mcp-chrome
hangwin
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
TypeScriptDatabase & StorageDatabase+5+4
7454
2025-08-09
L
whatsapp-mcp
lharries
WhatsApp MCP server
GoDatabase & StorageDatabase+9+8
4785
2025-07-13
J
mcp-cron
jolks
MCP Server that schedule shell command or AI prompt tasks
GoAI & Machine LearningAPI+11+10
10
2025-04-25
S
note-mcp-server
shimayuz
note.com API を利用するModel Context Protocol (MCP) サーバー
TypeScriptAI & Machine LearningAPI+3+2
29
2025-05-30
A
ACI_MCP
automateyournetwork
A Model Context Protocol Server for Cisco Application Centric Infrastructure (ACI) Application Policy Infrastructure Controller (APIC)
PythonDatabase & StorageDatabase+4+3
10
2025-05-19
Y
mcp-odoo-for-finance
yourtechtribe
Model Context Protocol (MCP) server for Odoo integration for finance, allowing AI agents to access and manipulate Odoo data through a standardized interface.