MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59701 |
large-repo-mcp-server
Claim
A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 59702 |
MCP Demo Server
Claim
Model Context Protocol (MCP) server implementation demonstrating production-rea…
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| 59703 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 59704 |
coze-mcp-server
Claim
A Model Context Protocol server that provides Coze resources and tools for mana…
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| 59705 |
gmail-mcp1
Claim
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| 59706 |
claude-bridge
Claim
An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …
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| 59707 |
rdap-mcp-server
Claim
Model Context Protocol server to look up domain names and IPs using RDAP.
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| 59708 |
A-Eyes
Claim
MCP server enabling Claude Code to capture screenshots of Windows applications …
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| 59709 |
AI-powered Amazon ECS workload management
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| 59710 |
Ableton MCP
Claim
Enables full control of Ableton Live from AI assistants, including transport, t…
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| 59711 |
Weather MCP Server
Claim
Enables real-time weather queries for global cities via natural language, with …
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| 59712 |
Shannon Lite MCP
Claim
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
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| 59713 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 59714 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 59715 |
Demonstrates building an MCP server with Python, exposing tools like web search…
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| 59716 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 59717 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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| 59718 |
Capacities MCP Server
Claim
Enables search, content creation, weblink saving, and knowledge base analysis w…
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| 59719 |
VS2908
Claim
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| 59720 |
interview-mcp-server
Claim
Intelligent interview assistant that parses resumes, generates interview questi…
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| 59721 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 59722 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 59723 |
deploy-mcp-eklps
Claim
Allows AI assistants to deploy static frontend directories to Surge.sh via a si…
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| 59724 |
embodied_arm_mcp
Claim
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, …
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| 59725 |
claude-plane
Claim
MCP server and automation watcher for Plane project management, enabling Claude…
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| 59726 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 59727 |
RSSFlow MCP Bridge
Claim
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
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| 59728 |
Githru Insights v0.1
Claim
# Githru MCP Server
<p align="center">
<strong>A powerful Model Context Prot…
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| 59729 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 59730 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 59731 |
tlgrm
Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
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| 59732 |
An MCP server for checking architectural designs against Vastu principles, inte…
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| 59733 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 59734 |
geant4-simulation
Claim
Enables GEANT4 particle physics simulations via Claude Desktop, allowing config…
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| 59735 |
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
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| 59736 |
WeKnora MCP Server
Claim
Enables interaction with the WeKnora knowledge management API, including tenant…
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| 59737 |
mcp-ctera-core
Claim
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
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| 59738 |
Claude MCP Server
Claim
Enables Claude to perform file operations, retrieve system information, run cal…
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| 59739 |
EUVD-MCP
Claim
MCP server for the European Union Vulnerability Database (EUVD) maintained by E…
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| 59740 |
revenuecat-charts-mcp
Claim
An MCP server that gives AI agents access to RevenueCat's Charts & Metrics API.…
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| 59741 |
yummy-research-mcp
Claim
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
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| 59742 |
Cordelia Proxy
Claim
MCP server for memory storage, encryption, search, and group sharing, used by C…
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| 59743 |
Pulse
Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
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| 59744 |
OpenSearch MCP Server
Claim
Enables AI assistants to interact with OpenSearch clusters for searching indice…
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| 59745 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 59746 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 59747 |
mysql-mcp-server
Claim
Enables natural language interaction with MySQL databases through MCP, supporti…
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| 59748 |
mcp-fdsnws-event
Claim
An MCP server for querying the FDSN Web Service Event APIs of multiple seismolo…
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| 59749 |
nano-pdf-mcp
Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
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| 59750 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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