MCP servers

lokka

merill/lokka

97

Lokka lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things in your Azure and Microsoft 365 tenant through the Microsoft APIs.

Quarkus MCP Server

quarkiverse/quarkus-mcp-server

96

This Quarkus extension provides both declarative and programmatic APIs that enable developers to easily implement MCP[^1] server features.

Gptr MCP

assafelovic/gptr-mcp

94

While LLM apps can access web search tools with MCP, GPT Researcher MCP delivers deep research results. Standard search tools return raw results requiring manual filtering, often containing irrelevant sources and wasting context window space.

Sentry MCP

getsentry/sentry-mcp

92

Sentry's MCP service is primarily designed for human-in-the-loop coding agents. Our tool selection and priorities are focused on developer workflows and debugging use cases, rather than providing a general-purpose MCP server for all Sentry functionality.

public

dbcodeio/public

92

A modern database client for VS Code, Cursor, Windsurf, Antigravity, and Kiro - and the database layer for your AI agent, with built-in MCP and Copilot tools.

MCP Client Go

yincongcyincong/mcp-client-go

91

mcp-client-go is a Golang client library for the Model Context Protocol (MCP). It allows developers to register and interact with various MCP-based services such as Amap (Gaode Maps) using a unified API.

Dify Plugin Tools MCP_sse

junjiem/dify-plugin-tools-mcp_sse

90

A Dify plugin that implements tool calling through the MCP protocol, supporting SSE and Streamable HTTP transports.

Memory Knowledge Graph

okooo5km/memory-mcp-server

90

A Model Context Protocol server that provides knowledge graph management capabilities. This server enables LLMs to create, read, update, and delete entities and relations in a persistent knowledge graph, helping AI assistants maintain memory across conversations. This is a Swift implementation of the official TypeScript Memory MCP Server.

MCP Proxy Server

adamwattis/mcp-proxy-server

90

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface. This server acts as a central hub that can.

Openapi MCP Generator

harsha-iiiv/openapi-mcp-generator

87

Generate Model Context Protocol (MCP) servers from OpenAPI specifications.

LlamaIndex Documentation

run-llama/llamacloud-mcp

86

[!CAUTION] This repo has been archived and is no longer supported. Please see our docs for the latest on connecting your agents to LlamaParse Platform APIs.

snak

kasarlabs/snak

86

A Agent Engine for creating powerful and secure AI Agents powered by Starknet. Available as both an NPM package and a ready-to-use backend.

MCP Server Metamcp

metatool-ai/mcp-server-metamcp

84

MetaMCP MCP Server is a proxy server that joins multiple MCP⁠ servers into one. It fetches tool/prompt/resource configurations from MetaMCP App⁠ and routes tool/prompt/resource requests to the correct underlying server.

Crawl4ai MCP Server

weidwonder/crawl4ai-mcp-server

78

Crawl4AI MCP Server is an intelligent information retrieval server based on the MCP protocol, providing AI systems with multi-engine search and optimized web content extraction functions, converting web pages into formats suitable for LLM processing.

Telegram MCP Server

sparfenyuk/mcp-telegram

77

The Model Context Protocol (MCP) is a system that lets AI apps, like Claude Desktop, connect to external tools and data sources. It gives a clear and safe way for AI assistants to work with local services and APIs while keeping the user in control.

Vite React MCP

jazelly/vite-react-mcp

74

Help coding agents find and change the React source behind a UI with fewer tokens and less search time—without requiring a multimodal model.

MCP Ical

Omar-V2/mcp-ical

72

Transform how you interact with your macOS calendar using natural language! The mcp-ical server leverages the Model Context Protocol (MCP) to turn your calendar management into a conversational experience.

MCP Searxng

ihor-sokoliuk/mcp-searxng

71

An MCP server that integrates the SearXNG API, giving AI assistants web search capabilities.

MCP Summarizer

0xshellming/mcp-summarizer

70

A Model Context Protocol (MCP) server that provides intelligent summarization capabilities for various types of content using Google's Gemini 1.5 Pro model. This server can help you generate concise summaries while maintaining key information from different content formats.

MCP Google Ads

cohnen/mcp-google-ads

66

A tool that connects Google Ads with Claude AI, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude.

discordmcp

v-3/discordmcp

66

A Model Context Protocol (MCP) server that enables LLMs to interact with Discord channels, allowing them to send and read messages through Discord's API. Using this server, LLMs like Claude can directly interact with Discord channels while maintaining user control and security.

MCP Server Perplexity

tanigami/mcp-server-perplexity

65

An MCP server for the Perplexity API, providing chat completion functionality with citations

MCP Server Langfuse

langfuse/mcp-server-langfuse

65

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

agentrpc

agentrpc/agentrpc

65

AgentRPC allows you to connect to any function, in any language, across network boundaries. It's ideal when you have services deployed in.