Discover Awesome MCP Servers

Memory Service

Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.

MCP RTFM

Transform your non-existent or unreadable docs into an intelligent, searchable knowledge base that actually answers those 'basic questions' before they're asked.

Data Mining Plugins

Data-Mining-Plugins. Contribute to HamyFuri/Data-Mining-Plugins development by creating an account on GitHub.

SearXNG MCP Server

MCP Server for SearXNG. Contribute to deepkl/mcp-searxng development by creating an account on GitHub.

YDB

YDB server (daemon) source code. Contribute to chenxiaohui/ydb development by creating an account on GitHub.

Model Context Protocol Server

Contribute to Swan-and-Co-Innovations/MCP development by creating an account on GitHub.

Smithery MCP

Smithery MCP. Contribute to 0xcathiefish/MCP development by creating an account on GitHub.

javaDemo

javaDemo. Contribute to zf0497/mydemo development by creating an account on GitHub.

Azure AI Search Integration

Model Context Protocol Servers for Azure AI Search

Atlassian Confluence Server

A Model Context Protocol (MCP) server for Atlassian Confluence integration, forked from boilerplate-mcp-server

Perplexity Server

MCP web search using perplexity without any API KEYS

Discourse MCP Server

Node.js server that allows searching Discourse forum posts through the Model Context Protocol (MCP), enabling AI assistants to retrieve content from Discourse forums.

LibSQL Memory

A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.

Perplexity Ask

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Deep Web Research Server

A Model Context Protocol server that enables Claude to perform advanced web research with intelligent search queuing, enhanced content extraction, and deep research capabilities.

Zig Server

Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.

LLM Context

Share code context with LLMs via MCP or clipboard

Gemini Docs Server

Provides curated documentation access via the Gemini API, enabling users to query and interact with technical docs effectively by overcoming context and search limitations.

NPM Search

MCP server for searching npm packages

Neon MCP Server

Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon.

Logseq Tools

mcp server for logseq graph

Sefaria Jewish Library

Enables Large Language Models to retrieve Jewish texts and commentaries from the Sefaria library through a standardized interface.

MCP Server Example

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.

Perplexity MCP Zerver

advance mcp server utilizing Perplexity, without the need for an API key

DeepSeek MCP Server

Enables integration of DeepSeek's language models with MCP-compatible applications, offering features like chat completion, custom model selection, and parameter control for enhancing language-based interactions.

Monsoft MCPs

Allow to manage Issues and Project on Github

Database Utilities

DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more) within a unified connection configuration in a safe way.

Mem0 Coding Preferences Manager

An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.

Universal Database Gateway

Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc.

GraphQL Schema

A MCP server that exposes GraphQL schema information to LLMs like Claude. This server allows an LLM to explore and understand large GraphQL schemas through a set of specialized tools, without needing to load the whole schema into the context