Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.
Enables direct integration with Zentao bug tracking systems through Cursor. Supports authentication, bug retrieval, searching, and listing operations for comprehensive bug management through natural language.
MCP server for reading JSON knowledge bases without modifications
Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.
A production-ready reasoning engine that integrates Claude AI with specialized MCP tools for knowledge retrieval, schema validation, and domain-specific rubric evaluation. It enables structured RAG-based analysis across legal, health, and science domains via a RESTful API.
Tellix is a conversational recon interface powered by httpx and LLMs. Just ask.
A locally-run MCP server that enables downloading images, videos, and LivePhotos from Xiaohongshu (RedNote) and retrieving detailed work information through URL-based queries.
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef.
Enables searching and retrieving academic papers from arXiv by topic, allowing users to discover research papers and extract their metadata including titles, authors, abstracts, and PDF links through natural language queries.
A Model Context Protocol server that provides tools for searching arXiv papers and managing research paper information with local storage capabilities.
An attempt to create an MCP server so I can learn more about it
Open Source MCP Servers for Scientific Research
MCP server for integration of ScopeGreen API with LLMs
An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.
A unified Model Context Protocol server that integrates multiple search providers including Brave, Tavily, Exa, Semantic Scholar, and arXiv. It enables users to perform web, news, and image searches alongside academic research and citation analysis through a single interface.
A multi-model platform that integrates RAG (Retrieval-Augmented Generation) with LLMs, supporting OCR via Tesseract and offering both backend API and frontend web interface.
Future location for a deployable MCP server to turn internal databases, APIs, and more services into MCP tools for internal LLM apps.
알고리즘 MCP를 구현해보자
A minimal, well-documented MCP server boilerplate providing a reusable baseline with tools, resources, prompts, and extensive documentation for building custom MCP servers.
A MCP Server used to collect MCP Servers over the internet.
