Discover Awesome MCP Servers

mcp-local-rag | local RAG-like web search

"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨

Chat Analysis

Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.

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.

NYTimes Article Search

This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword.

Solana Docs Server

solan docs context

Replicate

Enables users to access and manage Replicate's AI models and predictions via the Model Context Protocol, offering tools for creating, canceling, and retrieving model predictions and parameters.

MCP Server for Awesome-llms-txt

MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.

RAG Web Browser Server

Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.

Document Q&A Server

Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

DeepSeek MCP Server

A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.

Wolfram Alpha

Connect your chat repl to wolfram alpha computational intelligence

Google Custom Search Engine

Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.

JinaAI Search

Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.

DeepSeek Thinking with Claude 3.5 Sonnet

Facilitates two-stage reasoning processes using DeepSeek for detailed analysis and supports multiple response models such as Claude 3.5 Sonnet and OpenRouter, maintaining conversation context and enhancing AI-driven interactions.

Coding Assistant Server

Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

Marginalia

Provides access to Marginalia Search for discovering non-commercial and independent web content, returning unique sites with URLs, titles, and descriptions.

Perplexity Search

Enables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.

RAGDocs

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

Perplexity Ask

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

GitHub

Enables interaction with GitHub through the GitHub API, supporting file operations, repository management, advanced search, and issue tracking with comprehensive error handling and automatic branch creation.