MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 4 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63151 |
PurelyMail MCP Server
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Provides AI assistants with access to PurelyMail's email management API, enabli…
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| 63152 |
H-ear MCP Server
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Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
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| 63153 |
GitHub MCP Server
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Enables comprehensive interaction with the GitHub API for managing repositories…
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| 63154 |
AynOps
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AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
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| 63155 |
Gemini MCP Tool
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MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
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| 63156 |
wsl-envidat-mcp
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MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
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| 63157 |
Mark Reynolds
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Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to
Algor…
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| 63158 |
freight-pulse
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Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
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| 63159 |
Calendar.app
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List, search, and manage calendar events via macOS Calendar.app across all conf…
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| 63160 |
Upstage MCP Server
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Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 63161 |
MatterAI MCP Server
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Enables code reviews, implementation planning, and pull request generation for …
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| 63162 |
Codex Conductor
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An MCP server that allows AI agents to monitor and interact with Codex sessions…
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| 63163 |
douyin-mcp-server
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Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
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| 63164 |
BenchGecko
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AI model prices per provider, benchmarks, own AI behavior tests and AI economy …
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| 63165 |
Azure DevOps MCP Server
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Enables AI assistants to search, create, update, and manage work items in Azure…
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| 63166 |
postgres-ssh-mcp
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A cross-platform MCP server for querying and introspecting PostgreSQL databases…
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| 63167 |
historia-mcp
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MCP server providing access to Kenya and East Africa historical archives, inclu…
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| 63168 |
tldx-mcp
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An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
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| 63169 |
reversi-mcp-apps
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An MCP server that provides a Reversi game where the AI cannot cheat because ga…
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| 63170 |
surfagent-x
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X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
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| 63171 |
Appraisily
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Check past auction prices in ChatGPT, plus appraisal prep and sample reports.
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| 63172 |
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
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| 63173 |
test-1
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| 63174 |
Kiwi MCP
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A unified MCP server that consolidates directives, Python scripts, and knowledg…
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| 63175 |
epwforge-mcp
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EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
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| 63176 |
mcp-sever
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| 63177 |
mcp
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Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
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| 63178 |
MTIB MCP Server
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Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
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| 63179 |
Cerebro de compañía
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Converts meetings, chats, and notes into reusable knowledge for a venture capit…
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| 63180 |
snow-mcp
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A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
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| 63181 |
betting-brain-v3
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Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 63182 |
codex-mcp
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A MCP server that enables Claude Code to delegate coding tasks to Codex via the…
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| 63183 |
Metabase MCP Plus
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An MCP server that enables AI assistants to query databases, execute SQL, and m…
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| 63184 |
Datadog MCP Server
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Enables natural-language investigation of Datadog data including logs, metrics,…
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| 63185 |
ac-infinity-mcp
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Monitor and automate AC Infinity grow controllers through natural conversation …
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| 63186 |
mcp-meeting-analyzer
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Enables efficient analysis of recorded meetings by transcribing audio, extracti…
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| 63187 |
Cloudways MCP Server
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A simple MCP server that provides read-only access to Cloudways hosting resourc…
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| 63188 |
Time Tracking MCP
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Enables natural language time tracking through Claude with markdown file storag…
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| 63189 |
mermaid-mcp
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Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
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| 63190 | — | |||||||||
| 63191 |
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
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| 63192 |
discord-mcp
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Comprehensive Discord MCP server with 66 tools that provides rich message conte…
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| 63193 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 63194 |
shell-as-mcp
Claim
Maps shell commands to standard MCP tools using single-file YAML specs.
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| 63195 |
HTTP MCP Server
Claim
Enables AI agents to send HTTP requests to any endpoint with full control over …
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| 63196 |
Nerve RPC MCP
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Nerve blockchain JSON-RPC & REST MCP server for AI Agents. Query balances, tran…
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| 63197 |
DevPilot MCP
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An AI-powered development assistant that enables LLMs to securely interact with…
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| 63198 |
college-roi-mcp
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U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors.…
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| 63199 |
spedas-mcp
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Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
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| 63200 |
waldium
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