MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35851 |
smart-web
Claim
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
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| 35852 |
PostgreSQL MCP Server
Claim
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
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| 35853 |
CalmSEO
Claim
SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
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| 35854 |
scicompute-mcp
Claim
MCP server for scientific computing with multiple backends (Mathematica, Octave…
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| 35855 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 35856 |
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
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| 35857 |
Desktop Commander
Claim
Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 35858 |
elementor-mcp-agent
Claim
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
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| 35859 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 35860 |
Things 3
Claim
Manage Things 3 todos and projects.
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| 35861 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 35862 |
other-agents
Claim
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| 35863 |
Brave Search
Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
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| 35864 |
XFMS — Model Source
Claim
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
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| 35865 |
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
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| 35866 |
Enables AI assistants to interact with PDF documentation files stored locally. …
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| 35867 |
smithery-cloud
Claim
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| 35868 |
mcp-plesk-dev-docs
Claim
An MCP server that indexes and retrieves Plesk documentation.
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| 35869 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
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| 35870 |
Pwno MCP
Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
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| 35871 |
An MCP server for weather information.
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| 35872 |
wheelfor-mcp
Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
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| 35873 |
magento-api-mcp
Claim
Enables searching and retrieving Magento 2 REST API documentation offline via l…
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| 35874 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 35875 |
vyazen
Claim
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| 35876 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 35877 |
Figma MCP Write Bridge
Claim
A Model Context Protocol server that enables AI agents to programmatically crea…
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| 35878 |
zim
Claim
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| 35879 |
email-mcp
Claim
Local MCP server for multi-account IMAP/SMTP email (iCloud + Gmail via app-spec…
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| 35880 |
OpenVAS-MCP
Claim
Self-hosted MCP server that gives AI agents structured access to OpenVAS vulner…
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| 35881 |
An MCP server that provides [describe what your server does]
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| 35882 |
XO MCP Server
Claim
Provides seamless integration with the XO platform for container deployment, ap…
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| 35883 |
mcp-server-defillama
Claim
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
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| 35884 |
Replit MCP Server
Claim
A production-ready MCP server for coding workflows on Replit, enabling file man…
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| 35885 |
@zeph-to/mcp-server
Claim
MCP server for AI agents to send notifications, copy to clipboard, request conf…
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| 35886 |
VS2908
Claim
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| 35887 |
atlaso
Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
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| 35888 |
Say Hello
Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
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| 35889 |
airtable
Claim
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| 35890 |
onepagecrm-mcp-server
Claim
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| 35891 |
MCP Energy Server
Claim
Provides access to comprehensive U.S. and international energy data from the EI…
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| 35892 |
mock-server-ai-mcp
Claim
mock-server-ai-mcp MCP server by MEOK AI Labs
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| 35893 |
hive-mcp-address-screen
Claim
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
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| 35894 |
aigc-humanizer-zh
Claim
MCP server for detecting AI writing patterns in Chinese academic text and provi…
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| 35895 |
Provides tools for managing Docker containers, Compose stacks, and system resou…
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| 35896 |
NYC Friend
Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
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| 35897 |
talonic-mcp
Claim
Schema-validated document extraction with searchable workspace memory. Extract …
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| 35898 |
Intentions MCP Server
Claim
Personalized timing intelligence for AI agents — ask 'should I do X on this dat…
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| 35899 |
server
Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
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| 35900 |
simple-email-mcp
Claim
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
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