MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46701 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 46702 |
opnsense-mcp
Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
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| 46703 |
A streamlined foundation for building Model Context Protocol servers in Python,…
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| 46704 |
Orbis Prism MCP
Claim
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
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| 46705 |
prompt-optimizer-2-0-0
Claim
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| 46706 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 46707 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 46708 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 46709 |
swanlab-mcp
Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
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| 46710 |
Neo4j YASS MCP
Claim
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
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| 46711 |
mcp-server
Claim
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| 46712 |
mcp-server-justlend
Claim
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
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| 46713 |
Metis
Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
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| 46714 |
MCP GeneLab Server
Claim
Converts natural language queries into Cypher queries against the NASA GeneLab …
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| 46715 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 46716 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 46717 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
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| 46718 |
Apple Apps MCP
Claim
Local macOS MCP server and setup app for Apple apps
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| 46719 |
myfitnesspal
Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
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| 46720 |
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
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| 46721 |
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
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| 46722 |
anylogicPLE-mcp
Claim
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
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| 46723 |
Elasticsearch MCP Server
Claim
A read-only MCP server for Elasticsearch 7.10 clusters, providing tools for clu…
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| 46724 |
ClickUp MCP Server
Claim
Enables AI agents to manage ClickUp tasks, spaces, lists, and folders through n…
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| 46725 |
football-api-mcp
Claim
MCP server for football-data.org API providing access to football data like sta…
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| 46726 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 46727 |
sec-aircrack-ng-mcp
Claim
Enables AI assistants to perform authorized WiFi security assessments, includin…
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| 46728 |
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
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| 46729 |
Automate tasks, processes, and approvals with AI.
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| 46730 |
clean-process-ended
Claim
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
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| 46731 |
Keel
Claim
Keel is a network diagnostics MCP server that provides 14 tools for tasks like …
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| 46732 |
Stitch MCP Server
Claim
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
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| 46733 |
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
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| 46734 |
biometrics-ai
Claim
Enables interaction with biometrics AI features, including risk management, tra…
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| 46735 |
Mail.tm MCP Server
Claim
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
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| 46736 |
vibecheck
Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
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| 46737 |
Blood Pressure Tool
Claim
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
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| 46738 |
MCP Server
Claim
A basic MCP server implementation using Node.js and TypeScript that bridges AI …
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| 46739 |
agent-messaging
Claim
Enables asynchronous messaging between AI agents, including sending messages, p…
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| 46740 |
mempalace
Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
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| 46741 |
imugi
Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
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| 46742 |
HomeLab Monitor
Claim
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
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| 46743 |
tokenlite-mysql-mcp
Claim
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
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| 46744 |
git-mcp
Claim
Enables AI agents to perform full Git operations including branching, committin…
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| 46745 |
hide12131232
Claim
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| 46746 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 46747 |
MCP server for RapidStart Apps
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| 46748 |
mitmproxy-mcp
Claim
Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…
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| 46749 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 46750 |
plumb-mcp
Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
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