MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45151 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 45152 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 45153 |
Enables AI assistants to execute Python functions and system commands via Strea…
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| 45154 |
ForgeSwarm
Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
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| 45155 |
Headquarter
Claim
An AI-first business and project management tool that stores data locally in Ma…
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| 45156 |
Provides AI systems with structured thinking frameworks and reasoning tools to …
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| 45157 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 45158 |
Enables AI assistants to retrieve, search, and compare procurement documents us…
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| 45159 |
Wireshark MCP Server
Claim
A Model Context Protocol server that enables AI assistants to perform network p…
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| 45160 |
mcp-arcgis-carlsbad
Claim
Enables searching and querying City of Carlsbad, California open geospatial dat…
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| 45161 |
Privy.io MCP Server
Claim
Provides comprehensive access to user management, wallet operations, and blockc…
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| 45162 |
pbirb-mcp
Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
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| 45163 |
devdoc
Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
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| 45164 |
aidoo-mcp-server
Claim
MCP server for Aidoo fitness studio management software, enabling access to mem…
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| 45165 |
mssql-pyodbc-mcp
Claim
Local stdio MCP server for read-only Microsoft SQL Server access through Python…
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| 45166 |
TutorClaw MCP
Claim
An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lit…
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| 45167 |
MongoDB MCP Server
Claim
Enables AI assistants to interact with MongoDB databases through natural langua…
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| 45168 |
easy-ui-mcp
Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
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| 45169 |
SeldomMaster
Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
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| 45170 |
ssh-mcp
Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
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| 45171 |
Bridges Claude Code CLI with Cursor IDE to use your existing Claude subscriptio…
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| 45172 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 45173 |
github-talent-mcp
Claim
MCP server that searches, scores, and ranks GitHub developers for technical rec…
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| 45174 |
personal-mail-mcp
Claim
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
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| 45175 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 45176 |
korean-keyword-mcp
Claim
Enables Korean keyword niche analysis using Naver SearchAd API data for CPC, co…
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| 45177 |
Streetlight
Claim
Enables MCP-capable agents to control REAPER through safe, typed operations for…
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| 45178 |
Agentweaver MCP Server
Claim
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
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| 45179 |
mcp_db
Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
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| 45180 |
xiaohongshu-mcp-py
Claim
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
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| 45181 |
Loreum MCP Server
Claim
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
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| 45182 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 45183 |
Tabrix
Claim
Enables MCP clients to control and interact with the user's real Chrome browser…
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| 45184 |
postgress
Claim
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| 45185 |
cloudbase-ai-toolkit
Claim
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| 45186 |
Visual Annotation MCP
Claim
A Model Context Protocol server that lets an LLM open web pages, list interacti…
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| 45187 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 45188 |
Cabrini
Claim
Intelligence exchange for AI agents.
Contribute reasoning. Earn data. No keys r…
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| 45189 |
Telegram Reminder MCP
Claim
Enables users to manage Telegram reminders via natural language or commands, wi…
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| 45190 |
Lockstep Core
Claim
An MCP server that gives AI coding assistants persistent memory across sessions…
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| 45191 |
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
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| 45192 |
rancher-mcp-server
Claim
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
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| 45193 |
TradeOS (test)
Claim
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
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| 45194 |
semaphore-mcp-server
Claim
Enables AI assistants to interact with Semaphore UI for managing Ansible, Terra…
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| 45195 |
sefaria-api-mcp
Claim
Enables AI agents to access and interact with the Sefaria database of Jewish te…
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| 45196 |
Enables AI models to search and read topics from the Sankhya community discussi…
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| 45197 |
semantic-scholar-mcp
Claim
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
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| 45198 |
toss-invest-mcp
Claim
Enables natural language interaction with Toss Securities Open API for stock qu…
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| 45199 |
Skills Search MCP
Claim
A powerful MCP server that brings the skills.sh ecosystem directly to your AI a…
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| 45200 |
mood-radio-mcp
Claim
Enables users to anonymously share and pass along songs with messages in mood-b…
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