List of Top MCP Servers for July 11, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
SciTeX
Orchestrates reproducible scientific research from raw data to manuscript using a unified Python toolkit for human and AI researchers.
Dsclaude
Integrates Claude Code and Claude Desktop with various third-party LLM backends through an Anthropic-compatible API.
MyKG
Generates a confidence-scored knowledge graph from diverse document formats, grounded in an induced RDFS/OWL ontology.
Trendspyg
Access real-time trending topics, keyword interest over time, related queries, and regional interest data directly from Google Trends.
CodeContext
Transforms codebases into structured text for LLMs and AI coding assistants, providing essential context for prompt engineering.
Google News API Client
Access Google News RSS feeds for search, top stories, and article URL decoding, with optional SearchAPI integration.
AKF
Establishes a provenance layer for AI agents, allowing them to stamp verified work and efficiently build upon trusted outputs.
Sessions
Indexes and centralizes AI coding session transcripts from various tools, enabling powerful search and recall capabilities.
Unity Semantic Bridge
Enables large language models to efficiently query, understand, and interact with Unity scenes.
Model Ledger
Discovers and inventories all models, rules, and pipelines across platforms as an immutable, agent-queryable graph, providing comprehensive model governance.