MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64151 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 64152 |
MikroMCP
Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 64153 |
Tasks.md MCP Server
Claim
Enables AI-native task management using plain markdown files to create, update,…
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| 64154 |
notesbridge
Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
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| 64155 |
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
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| 64156 |
An MCP server that automates extraction of structured financial data from inves…
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| 64157 |
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
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| 64158 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 64159 |
mcp-webextrator
Claim
MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 64160 |
empresa-mcp-demo
Claim
Demonstration MCP server for Claude Team integration, enabling querying of samp…
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| 64161 |
Mythsensus
Claim
One Cosmic Score from 26 divination systems (BaZi, Vedic, Western...) for a bir…
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| 64162 |
find-a-book-mcp
Claim
An MCP server for searching and downloading books from Library Genesis, support…
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| 64163 |
Provides a tool for searching through YCombinator tweets using natural language…
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| 64164 |
iphone-mirroir-mcp
Claim
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
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| 64165 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 64166 |
Asynthetic
Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
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| 64167 |
suitest-docs
Claim
Enables searching and retrieving pages from the Suitest documentation via full-…
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| 64168 |
clipkit
Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
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| 64169 |
MCP server that exposes tools for monitoring supply chain disruptions, includin…
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| 64170 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 64171 |
Thrift
Claim
Cost-first memory layer for MCP-capable agents that stores memories cheaply and…
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| 64172 |
Jira MCP Server
Claim
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
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| 64173 |
AnNuMa Study Companion
Claim
MCP server that exposes a read-only knowledge base of verified math lecture mat…
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| 64174 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 64175 |
mcp-react-frontend
Claim
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
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| 64176 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
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| 64177 |
mcp
Claim
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…
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| 64178 |
Study Prep MCP Server
Claim
Enables browsing and preparing study materials from local documents (PDF, Markd…
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| 64179 |
Enables semantic search over knowledge-base articles and listing of sample supp…
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| 64180 |
vechain-mcp-server-
Claim
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| 64181 |
Weather Israel MCP
Claim
Enables fetching weather forecasts for Israeli cities via browser automation wi…
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| 64182 |
Browser Runtime MCP
Claim
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
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| 64183 |
Imagen Tools MCP Server
Claim
An MCP server for generating and editing images using Google Gemini Imagen via …
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| 64184 |
python-runner
Claim
Execute Python code via subprocess with timeout and error handling, returning s…
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| 64185 |
tinkoff-wealth-mcp
Claim
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
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| 64186 |
plaid-mcp
Claim
Self-hosted MCP server enabling Claude to query bank accounts, balances, and tr…
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| 64187 |
telegram-mcp-server
Claim
Enables Claude to interact with Telegram, including listing chats, reading mess…
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| 64188 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 64189 |
server-id-test-1
Claim
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| 64190 |
Spectacle
Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
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| 64191 |
Httpstatus MCP
Claim
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
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| 64192 |
simple-mcp
Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
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| 64193 |
MCP Browser
Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
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| 64194 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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| 64195 |
Voice Assistant MCP Demo
Claim
A cloud backend for a voice assistant that processes natural language commands,…
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| 64196 |
arcpro-mcp
Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
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| 64197 |
arm-code-mcp
Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
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| 64198 |
kickserv-mcp
Claim
MCP server for Kickserv field service management that enables AI agents to read…
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| 64199 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 64200 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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