Model Context Protocol servers
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context…
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Pdf(paper) Figures Extraction Mcp Serever
# Figure Extractor API and MCP Server Extract figures and tables from PDF documents using this FastAPI-based service. The Figure Extractor API and MCP Server…
Perseus
# Perseus™ 🪞 — One command. Zero orientation. [](https://smithery.ai/servers/Perseus-C…
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
S3 Documentation MCP Server
A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored…
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
Universal Poison Armor
An open-source MCP security firewall that intercepts prompt injections, sybil attacks, and adversarial RAG data poisoning before it reaches the LLM.
Web Scraper X402
Extract clean markdown from any URL. Strips nav/ads/scripts, returns structured content. Built for RAG pipelines and AI research agents. -- x402 micropayment…
Webz.io News Search
Search global news using natural language. Webz.io News Search API returns the most relevant articles and content, with filters for source, country, language…
Zentric Protocol
Security and compliance layer for MCP agents. The analyze_prompt tool checks any input — user messages, RAG retrievals, tool outputs — for prompt injection (22…
학습 보조 어시스턴트
학습 보조 어시스턴트 is a PDF document analysis service that helps users learn. It converts PDFs to Markdown, performs RAG (Retrieval-Augmented Generation) on user…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
🧠 Advanced MCP Server Setup with
Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE
🧠 OSDR MCP Server + Agents
# 🧠 OSDR MCP Server + Agents This repo demonstrates how to integrate MCP agents with custom tools for interacting with NASA’s Open Science Data Repository…