Discover Awesome MCP Servers

Retrieval-Augmented Thinking MCP Server

Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.

World Bank MCP Server

Enables AI assistants to interact with the World Bank open data API, allowing for listing and analysis of indicators across available countries.

MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool

This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.

MongoDB Lens

Full featured MCP Server for MongoDB database analysis.

WebSearch

Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server

GitHub Support Assistant

Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.

Zotero MCP Server

This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.

Semantic Scholar MCP Server

Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

GitHub MCP Server

Repository management, file operations, and GitHub API integration

MCP Tavily

A Model Context Protocol server enabling advanced search and content extraction using the Tavily API, with rich customization and integration options.

Penrose MCP Server

Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.

RagDocs MCP Server

Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.

Academic Paper Search MCP Server

Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.

BirdNet-Pi MCP Server

A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports.

DevRev MCP Server

A Model Context Protocol server that enables searching and retrieving information from DevRev using its APIs with Claude.

Elasticsearch Semantic Search MCP Server

A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.

SolarWinds Logs MCP Server

An MCP server for searching and visualizing SolarWinds Observability logs, allowing users to query log data with filtering options and generate visual representations of log events over time.

MCP DuckDuckGo Search Plugin

Provides web search functionality via DuckDuckGo for Claude Code and MCP-compatible clients, featuring advanced content exploration, navigation across search results, and detailed webpage analysis.

mcp-summarizer

MCP Server for AI Summarization, Support for multiple content types: * Plain text * Web pages * PDF documents * EPUB books * HTML content

MyAIServ MCP Server

A high-performance FastAPI server supporting Model Context Protocol (MCP) for seamless integration with Large Language Models, featuring REST, GraphQL, and WebSocket APIs, along with real-time monitoring and vector search capabilities.

Targetprocess MCP Server

Provides tools for interacting with Targetprocess, a project management and agile planning platform, enabling AI assistants to search, create, and update project entities with proper validation.

Biomart MCP

A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.

MCP Command and Search Server

Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).

Grants Search MCP Server

An MCP server that enables users to search for government grants based on keywords and view detailed information including funding, eligibility, and deadlines.

searxng-mcp-server

A TypeScript-based MCP server for SearXNG that allows users to create and summarize text notes using simple URIs and metadata, facilitating natural language interaction with stored content.

NeoDB MCP Server

Enables interaction with NeoDB, a social book cataloging service, by providing tools to fetch user info, search books, and retrieve detailed book information through its API.

Rijksmuseum MCP Server

Allows you to search for artworks, retrieve detailed information about specific artworks, access image tiles for artworks, and explore user-created collections from the Rijksmuseum.

Jina.ai Grounding MCP Server

Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web content grounding and analysis, enhancing LLM responses with precise, verified information.

WolframAlpha LLM MCP Server

Enables querying WolframAlpha's LLM API for natural language questions, providing structured and simplified answers optimized for LLM consumption.

Barnsworthburning MCP

A Model Context Protocol server that enables searching content from barnsworthburning.net directly through compatible AI clients like Claude for Desktop.