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  3. July 20, 2026

List of Top MCP Servers for July 20, 2026

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

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#1
OpenByteInc

QuantDinger

Provides an open-source AI trading operating system for developing, backtesting, and executing quantitative strategies across crypto, stocks, and forex markets.

Data Science & ML
10k
#2
daniel3303

Equibles

Accesses, stores, and serves comprehensive financial market data, including SEC filings, institutional holdings, and insider trading, to AI agents via an MCP server.

Analytics & Monitoring
193
#3
ctxd-dev

Ctxd

Connects and indexes cloud data from various applications to provide searchable context for AI agents.

Developer Tools
75
#4
Da7-Tech

Mind

Provides a local, persistent memory system for AI coding agents, offering automatic knowledge capture, explainable recall, and privacy-controlled offline storage.

Developer Tools
62
#5
TechXploreLabs

Seristack

Define, run, and expose shell workflows as HTTP endpoints or CLI commands through YAML configurations.

API Development
#6
browser-gateway

Browser Gateway

Routes browser automation traffic across multiple providers with automatic failover, persistent profiles, and session replay, providing a unified control plane.

Web Scraping & Data Collection
#7
Rorogogogo

NoMoreIDE

Provides a shared local control surface for AI coding agents and developers to manage services, Git, databases, and GitHub workflows.

Deployment & DevOps
#8
spelcc

Gate

Expose local commands, files, custom MCP servers, and trusted Agent Skills to ChatGPT through a secure, local reverse proxy.

Developer Tools
#9
LucasYeh702

ALR-TW

Establishes a secure, agentic research harness for Taiwan legal information, integrating official sources with verification and trust gates.

Data Science & ML
#10
DebugSwift

Xcode Bazel

Streamlines Bazel-based Apple platform development by providing a comprehensive suite of tools for builds, testing, debugging, and device workflows across iOS, macOS, tvOS, watchOS, and visionOS.

Mobile Development

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