MCP servers

AER-MCP (American Economic Association Journals)

sepinetam/aer-mcp

2

AER-MCP is an LLM-based AEA paper search server inspired by arxiv-mcp-server, and is still under development.

Nabchan MCP Server

backpaper0/nabchan-mcp-server

2

An MCP server project based on Nablarch documentation, providing document search and conversion functions, with support for quick Docker deployment.

Ollama Chat with MCP

redbuilding/ollama-chat-with-mcp

2

A powerful, modern UI that integrates local and hosted LLMs with intelligent web search and content extraction, SQL, YouTube transcript analysis, HubSpot actions, Python data analysis, Canva design creation, Figma design inspection, Poe multi-model AI (text, image, video, audio generation) — and a Codex MCP server for safe code scaffolding — all via the Model Context Protocol (MCP).

Pdfsearch Zed

freespirit/pdfsearch-zed

2

A document search extension for Zed that lets you semantically search through a PDF document and use the results in Zed's AI Assistant.

MCP Servers

StefH/mcpservers

2

MCP Servers is a collection of dotnet tools containing various MCP (Model Context Protocol) servers, providing both Stdio and Server-Sent Events (SSE) communication methods, supporting integration with services such as Azure DevOps, and including client tools and a general framework.

Solr Vector Search

allenday/solr-mcp

2

A Python package for accessing Apache Solr indexes via Model Context Protocol (MCP). This integration allows AI assistants like Claude to perform powerful search queries against your Solr indexes, combining both keyword and vector search capabilities.

Pubmed MCP Smithery

leescot/pubmed-mcp-smithery

2

A Model Content Protocol server that provides enhanced tools to search and retrieve academic papers from PubMed database, with additional features such as MeSH term lookup, publication count statistics, and PICO-based evidence search.

Naver Search

jikime/py-mcp-naver-search

2

This MCP (Multi-platform Communication Protocol) server provides access to Naver Search APIs, allowing AI agents to search for various types of content on Naver.

Claude Deep Research

mcherukara/claude-deep-research

2

The server follows MCP design principles to provide a seamless integration with Claude and other AI assistants. An MCP (Model Context Protocol) server that enables comprehensive research capabilities for Claude and other MCP-compatible AI assistants.

Star Wars Planet Data (Couchbase)

shivay-couchbase/couchbase-mcp

2

The Model Context Protocol (MCP) is a standardized way for AI models to interact with external tools and data sources. This implementation creates an MCP server that allows AI models to.

Git-Spice Documentation Search

sach999/git-spice-help-mcp

1

This repository contains a Model Context Protocol (MCP) server implementation that provides a tool for searching git-spice documentation within Cursor IDE.

Brave Search MCP

mikechao/brave-search-mcp

1

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Video Search, Image Search, News Search and LLM Context Search capabilities.

Serper (Google Search)

garylab/serper-mcp-server

1

A Model Context Protocol server that provides Google Search via Serper. This server enables LLMs to get search result information from Google.

MCP Searxng

erhwenkuo/mcp-searxng

1

An example of an MCP Server for use by an AI Agent, designed to allow the AI Agent to search for new external information through SearXNG's open-source meta-search engine.

Tavily Search MCP Server

apappascs/tavily-search-mcp-server

1

An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.

PubMed Medical Literature Research

felixwu1110/pubmed_mcp

1

An advanced medical literature research tool based on the PubMed database, providing search, analysis and retrieval of academic medical papers, including literature search, detailed metadata retrieval, citation generation and researcher statistics.

es_mcp_server

sajitsasi/es_mcp_server

1

This project implements an MCP (Model Context Protocol) server for Elasticsearch, providing tools and resources to interact with Elasticsearch clusters.

Openrouter Websearch MCP

ChristianSch/openrouter-websearch-mcp

1

This project implements an MCP (Model Context Protocol) server that provides a search_web tool. The tool performs a web search using OpenRouter's online models to generate concise, up-to-date answers.

MCP Server Perplexity

mkusaka/mcp-server-perplexity

1

An MCP server implementation that integrates Perplexity AI's API, providing advanced search capabilities with multiple model options.

Metaplex MCP Server

aldrin-labs/metaplex-mcp-server

1

A Model Context Protocol (MCP) server for accessing Metaplex documentation and repository information.

FindFiles

thuhoai27/find-files-mcp

1

An advanced file search tool that allows users to search for files on their computer using various filtering options.

PyTorch Documentation Search

seanmichaelmcgee/pytorch-docs-refactored

1

A semantic search prototype for PyTorch documentation with command-line capabilities.

Kagimcp Go

mgomes/kagimcp-go

1

A Model Context Protocol (MCP) server that integrates with Kagi's search and summarizer APIs. This server allows Large Language Models (LLMs) to search the web and summarize web pages using Kagi's high-quality search and AI capabilities.

MCP Gnews

algonacci/mcp-gnews

1

MCP server to give client the ability to searching related news on the internet.