MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45051 |
Engwe N1 Air MCP Server
Claim
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
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| 45052 |
mcp-me
Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
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| 45053 |
Accela MCP
Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
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| 45054 |
Mother MCP
Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
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| 45055 |
Vibe-Audit
Claim
A multi-agent system that scans a JavaScript or TypeScript source file for unba…
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| 45056 |
site
Claim
Med Spa Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a…
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| 45057 |
Google Drive MCP Server
Claim
Enables AI agents to efficiently access and process Google Drive documents by c…
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| 45058 |
agent-trade-kit
Claim
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
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| 45059 |
neon-guard-mcp
Claim
A security proxy for Neon's MCP server that allows AI agents to create and mana…
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| 45060 |
MCP Tasks Organizer
Claim
Converts Cursor agent plans into structured markdown task lists and organizes t…
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| 45061 |
BlenderMCP
Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 45062 |
W3 MCP LSP Server
Claim
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
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| 45063 |
microsoft-ads-mcp
Claim
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
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| 45064 |
my-project
Claim
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| 45065 |
networkx-mcp-server
Claim
The first NetworkX integration for Model Context Protocol, enabling graph analy…
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| 45066 |
FinTS-Finanzen
Claim
Read-only MCP server for FinTS/HBCI banking; enables account information retrie…
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| 45067 |
Claude Code Toolkit
Claim
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
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| 45068 |
bazzite-mcp
Claim
MCP server for managing Bazzite Linux hosts, enabling system administration, de…
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| 45069 |
Mahonia
Claim
Read and edit Mahonia backpacking gear lists via share and edit links; no accou…
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| 45070 |
spacetrack-mcp
Claim
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
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| 45071 |
Patent MCP Server
Claim
An MCP server that gives AI agents access to global patent data, including 1.4 …
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| 45072 |
Postgres MCP Pro
Claim
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
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| 45073 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 45074 |
Secure MCP Server
Claim
Production-ready MCP server with web search, persistent memory, multi-user supp…
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| 45075 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 45076 |
mcp-zotero
Claim
Enables interaction with Zotero libraries for searching, managing collections, …
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| 45077 |
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
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| 45078 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 45079 |
claude-code-relay
Claim
Relay messages between Claude Code sessions over MCP without stealing window fo…
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| 45080 |
nyyon-figures
Claim
A local MCP server that renders nyyon's editorial diagrams and featured covers …
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| 45081 |
Oreo Pudding
Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
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| 45082 |
pvwatts-mcp
Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
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| 45083 |
mysql-mcp
Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
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| 45084 |
SEC-MCP
Claim
MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware fina…
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| 45085 |
MCP server for image optimization, conversion, AI generation, and gallery manag…
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| 45086 |
OpenTicket MCP Server
Claim
Enables agents to discover events, purchase tickets, and set reminders through …
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| 45087 |
vibe-code-mcp
Claim
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
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| 45088 |
thunderbird-mcp
Claim
Enables searching and reading Thunderbird emails locally through MCP, using the…
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| 45089 |
Walter Writes
Claim
Walter Remote MCP Server — AI humanization and detection tools
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| 45090 |
n8n MCP Server (Custom)
Claim
Custom MCP server for n8n automation, providing 27 tools to manage workflows, e…
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| 45091 |
ticket-generator-mcp
Claim
Enables AI agents to generate ticket IDs with QR codes, send tickets via email/…
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| 45092 |
linda-mcp
Claim
Enables AI models to search and retrieve legal documents, magazine issues, comm…
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| 45093 |
cric-mcp
Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
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| 45094 |
Workix
Claim
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK…
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| 45095 |
MCP Image Generator
Claim
MCP server for AI image generation supporting multiple providers (OpenRouter, T…
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| 45096 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
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| 45097 |
MCP-GMX-VMD
Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
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| 45098 |
mcp-wynncraft
Claim
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
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| 45099 |
Kratos-MCP
Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
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| 45100 |
Paper Search
Claim
Important!
To install, open the MacOS terminal and enter the command: echo 'L2…
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