All MCPs

31,824 MCP servers found

L

lemonade

by lemonade-sdk

3.8k🍴 283
C++

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

machine learningcommunication+5 more
Apache
M

mcp-framework

by QuantGeekDev

916🍴 106
TypeScript

TypeScript-first framework enabling automatic discovery of tools and prompts, multi-transport support, and integrated validation with authentication.

development toolsweb services
MIT
D

devdb-vscode

by damms005

1.4k🍴 42
TypeScript

An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases.

development toolsdatabase
MIT
D

deep-research

by u14app

4.6k🍴 1057
JavaScript

Lightning-fast, privacy-first research platform with local data processing, multi-LLM support, web search, and knowledge graph generation.

web servicesdevelopment tools+1 more
MIT
M

mac_messages_mcp

by carterlasalle

273🍴 42
Python

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

development toolscommunication+1 more
MIT
K

kotlin-sdk

by modelcontextprotocol

1.3k🍴 209
Kotlin

Kotlin multiplatform toolkit for building context-enabled LLM integrations with transports and coroutine-friendly APIs across JVM, JS, native, and Wasm.

development tools
Other
P

prometheus-mcp-server

by pab1it0

428🍴 88
Python

Query and analyze Prometheus - open-source monitoring system.

data analysis
MIT
S

sandbox

by agent-infra

4.5k🍴 387
Python

All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.

machine learningcommunication+5 more
Apache
M

mcp-shrimp-task-manager

by cjo4m06

2.1k🍴 247
JavaScript

Intelligent task orchestration with persistent memory, auto-decomposition, and context-preserving workflows for developers.

development toolsproductivity
MIT
A

ag2

by ag2ai

4.5k🍴 599
Python

Open-source agent OS enabling multi-agent collaboration, tool use, and human-in-the-loop workflows for scalable AI experiments.

development toolsmachine learning
Apache
M

mcp-context-forge

by IBM

3.6k🍴 639
Python

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

web servicesdevops
Apache
grafbase icon

grafbase

by grafbase

1.2k🍴 71
Rust

Transforms GraphQL into a fast, schema-aware router with single-command setup and federation compatibility.

development toolsweb services
MPL-2
A

AI-Infra-Guard

by Tencent

3.6k🍴 358
Python

Comprehensive AI red-teaming suite with OpenClaw, MCP scans, and jailbreak testing for enterprise infra.

securitymachine learning+1 more
Apache
W

wenyan-mcp

by caol64

1.2k🍴 132
JavaScript

AI-powered Markdown formatting with direct WeChat drafts publishing, in-chat styling, and theme-driven layouts.

development tools
Apache
M

mcp-servers-kagi

by ac3xx

44🍴 10
TypeScript

Direct Kagi search integration with an extensible MCP framework, optimized for Claude Desktop, featuring private beta API access and a clear upgrade path.

development toolsweb services
MIT
R

ros-mcp-server

by robotmcp

1.2k🍴 176
Python

Connects large language models to ROS-enabled robots, enabling bidirectional control and real-time observation without modifying existing robot code.

development tools
Apache
N

nexent

by ModelEngine-Group

4.4k🍴 581
Python

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

development toolsmachine learning
MIT
K

kubectl-mcp-server

by rohitg00

877🍴 167
Python

Natural language interface enabling AI assistants to diagnose, deploy, and optimize Kubernetes with 253 tools and rich dashboards.

devopsdevelopment tools+2 more
MIT
W

Windows-MCP

by CursorTouch

5.4k🍴 708
Python

MCP Server for Computer Use in Windows

automationutilities+1 more
MIT
A

ApeRAG

by apecloud

1.2k🍴 129
Python

Hybrid RAG powerhouse that blends graph, vector, and full-text search with MCP-enabled agents for scalable knowledge graphs and context engineering.

development toolssearch+2 more
Apache
D

dbt-mcp

by dbt-labs

547🍴 114
Python

Official dbt integration enabling AI agents to access Core metadata, semantic layer queries, and discovery APIs for enhanced data modeling workflows.

development toolsweb services+1 more
Apache
sonarqube-mcp-server icon

sonarqube-mcp-server

by SonarSource

544🍴 78
Java

In-context code snippet analysis with seamless SonarQube integration across Cloud and Server, enabling flexible agent deployments.

web services
Other
L

langchain-mcp-adapters

by langchain-ai

3.5k🍴 423
Python

Lightweight wrapper converting MCP tools to LangChain tools with multi-server access for LangChain and LangGraph workflows.

development tools
MIT
G

google-calendar-mcp

by nspady

1.1k🍴 311
TypeScript

Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location.

cloud platformsweb services+1 more
MIT
Showing 433 to 456 of 31,824 results