Discover Awesome MCP Servers

E2B

Using MCP to run code via e2b.

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Exa MCP

A Model Context Protocol server that enables AI assistants like Claude to perform real-time web searches using the Exa AI Search API in a safe and controlled manner.

Perplexity Chat MCP Server

MCP Server for the Perplexity API.

Web Research Server

A Model Context Protocol server that enables Claude to perform web research by integrating Google search, extracting webpage content, and capturing screenshots.

PubMedSearch

A Model Content Protocol server that provides tools to search and retrieve academic papers from PubMed database.

Aindreyway Codex Keeper

Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

Perplexity Deep Research

A server that allows AI assistants to perform web searches using Perplexity's sonar-deep-research model with citation support.

Docx Document Processing Service

A powerful Word document processing service based on FastMCP, enabling AI assistants to create, edit, and manage docx files with full formatting support. Preserves original styles when editing content.

Web Research Server

MCP web research server (give Claude real-time info from the web) - oneshot-engineering/mcp-webresearch

Perplexity Search MCP

A simple Model Context Protocol server for Perplexity's web search with sonar or sonar-pro - arjunkmrm/perplexity-search

DocsFetcher

MCP Server to retrieve documentation for a package - cdugo/package-documentation-mcp

Jina AI

Contribute to JoeBuildsStuff/mcp-jina-ai development by creating an account on GitHub.

RAT MCP Server

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

Universal Source Management System

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

Code Knowledge Tool

Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.

RAG Documentation

Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.

Language Server MCP

TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.

OSP Marketing Tools

Enables seamless integration with any LLM client supporting MCP for creating and optimizing technical content and product positioning using Open Strategy Partners' methodologies.

Code Analysis Server

The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

LanceDB

A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.

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.

XiYan MCP Server

A Model Context Protocol server that enables natural language queries to MySQL databases, powered by XiYanSQL text-to-SQL technology.

Lodestar MCP

This is an MCP server that facilitates building tools for interacting with various APIs and workflows, supporting Python-based development with potential for customizable prompts and user configurations.

Files Vector Store

A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.

DEEP Web Research

The MCP Web Research Server enables real-time web research with Claude by integrating Google search, capturing webpage content and screenshots, and tracking research sessions.

CEDARScript

Implements CEDARScript, a SQL-like language for code manipulation.

Svelte Documentation Server

Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.

Code Snippet

A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.