MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52601 |
mcp-powerschool
Claim
A FastMCP server for PowerSchool that enables students to check grades, assignm…
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| 52602 |
email-automation-mcp
Claim
email-automation-mcp MCP server by MEOK AI Labs
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| 52603 |
cml2-mcp
Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
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| 52604 |
MCP Harbor
Claim
MCP Harbor is a Node.js application that provides a Model Context Protocol (MCP…
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| 52605 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
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| 52606 |
outlook-mcp
Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
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| 52607 |
Shopify MCP Server
Claim
Connects your Shopify store data to Claude Desktop, enabling access to products…
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| 52608 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 52609 |
vn-luat-mcp
Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
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| 52610 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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| 52611 |
rnaseq-mcp
Claim
Enables analysis of bulk RNA-seq data using natural language queries, executing…
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| 52612 |
typeorm-docs-mcp
Claim
Analyzes TypeORM entity source files offline to produce schema graphs, ERD diag…
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| 52613 |
Planfix MCP Server
Claim
Enables integration with Planfix CRM and task management system, allowing lead …
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| 52614 |
knife4j-mcp
Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
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| 52615 |
Circuitarium MCP
Claim
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
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| 52616 |
@d-zero/mcp-server
Claim
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
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| 52617 |
Theta Health MCP
Claim
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
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| 52618 |
dg-mcp-server
Claim
A powerful and flexible Datagroom MCP server implementation to read the data an…
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| 52619 |
Modular MCP Server
Claim
Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…
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| 52620 |
convergeqa-mcp
Claim
MCP servers for multi-model document review with critique/iterate and compare/d…
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| 52621 |
openchronicle-mcp
Claim
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 52622 |
dowhistle-mcp-server1
Claim
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| 52623 |
thunderbird-mcp
Claim
A read-only MCP server that lets Claude read and search emails from Thunderbird…
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| 52624 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 52625 |
Star Wars MCP
Claim
Star Wars API (SWAPI) as a remote MCP server: films, people, planets, species, …
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| 52626 |
Zimi MCP Server
Claim
Enables AI agents to search, read, and manage offline knowledge from ZIM files …
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| 52627 |
Kythene
Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
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| 52628 |
mcp-mode-switcher
Claim
An MCP server that lets you switch between different MCP configuration profiles…
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| 52629 |
MCP-Server for MSSQL
Claim
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
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| 52630 |
nextcloud-mcp-server
Claim
Enables AI agents to perform file operations and sharing management on NextClou…
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| 52631 |
voice-mcp
Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
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| 52632 |
Weather MCP Server
Claim
Enables fetching weather alerts for US states and detailed 7-day forecasts for …
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| 52633 |
Weather MCP Server
Claim
Enables real-time weather queries for global cities via natural language, with …
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| 52634 |
vocab-mcp
Claim
A vocabulary-bank MCP server that allows users to collect unfamiliar words, org…
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| 52635 |
Census MCP Server
Claim
Node.js MCP server enabling AI agents to access comprehensive U.S. Census Burea…
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| 52636 |
OmniWeave
Claim
A high-performance, polyglot code-analysis graph for coding agents that enables…
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| 52637 |
personal-mcp-bridge
Claim
Enables safe, read-only browsing of allowlisted local directories through MCP, …
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| 52638 |
Unity MCP Server
Claim
Integrates AI assistants with the Unity Editor for scene manipulation, asset ma…
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| 52639 |
COTI Private Messaging
Claim
Private encrypted agent messaging, hidden state exchange, delegation, and priva…
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| 52640 |
agentpay-gateway-mcp
Claim
Centralized API gateway routing to MCP servers with per-call billing
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| 52641 |
Contazz AutoPilot
Claim
Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax …
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| 52642 |
export-regulation-mcp
Claim
Provides tools to access Japanese export control laws, annexes, and user lists …
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| 52643 |
MCP server for interacting with Sophos Central APIs, providing 255 tools for ma…
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| 52644 |
iwatch-mcp
Claim
Enables real-time Apple Watch heart rate monitoring via MCP tools, reading data…
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| 52645 |
Codex Memory
Claim
Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…
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| 52646 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 52647 |
IoT MCP Server
Claim
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
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| 52648 |
monobank-mcp
Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
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| 52649 |
CodeMentor-AI
Claim
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, …
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| 52650 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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