MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35151 | — | |||||||||
| 35152 |
dependency-migration-mcp
Claim
Through-the-upgrade dependency-migration briefs for LLM coding agents.
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| 35153 |
Edgar MCP Service
Claim
Enables deep analysis of SEC EDGAR filings through universal company search, do…
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| 35154 |
Shopmium MCP Server
Claim
A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 35155 |
sagemath-mcp-server
Claim
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
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| 35156 |
Agent Tools
Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
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| 35157 |
CwikiMCP
Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
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| 35158 |
Ladislav Hejdánek
Claim
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
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| 35159 |
prompt-optimizer-2-0-0
Claim
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| 35160 |
TOTP Generator
Claim
Generate time-based one-time passwords for two-factor authentication. Create co…
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| 35161 |
ebony-enriching
Claim
Enables managing research-in-flight as a lab notebook with proposals, experimen…
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| 35162 |
A streamlined foundation for building Model Context Protocol servers in Python,…
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| 35163 |
Provides AI agents with access to a structured compliance dataset covering priv…
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| 35164 |
webfetch-camouflage
Claim
MCP server for fetching web content with browser fingerprint camouflage, conver…
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| 35165 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 35166 |
Gmail MCP Server
Claim
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
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| 35167 |
Syncline MCP Server (Go) - Fast, standalone binaries for AI-powered meeting sch…
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| 35168 |
This server enables AI to match Figma design nodes with React components from S…
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| 35169 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 35170 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 35171 |
alpha-ai-automations
Claim
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| 35172 |
Provide a standardized interface for integrating with the Tembo Cloud platform.
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| 35173 |
tiktok-mcp
Claim
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| 35174 |
Jaz AI
Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
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| 35175 |
A ChatGPT custom connector that enables users to access, create, and manage Goo…
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| 35176 |
Google Search MCP Server
Claim
Enables performing Google searches using the Custom Search Engine API with supp…
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| 35177 |
yfinance-mcp-server2
Claim
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| 35178 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 35179 |
Greynoise
Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
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| 35180 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
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| 35181 |
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
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| 35182 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
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| 35183 |
social-media-ai-mcp
Claim
social-media-ai-mcp MCP server by MEOK AI Labs
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| 35184 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
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| 35185 |
squadco-mcp
Claim
Provides your AI coding assistant with direct, structured access to the full Sq…
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| 35186 |
MeshAI MCP Server
Claim
Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-a…
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| 35187 |
sakutto-mcp-server
Claim
A production-ready MCP server for AI agents, providing deep web research and RA…
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| 35188 |
seedance-2-mcp
Claim
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
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| 35189 |
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
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| 35190 |
Veris
Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
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| 35191 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 35192 |
3dstreet
Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
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| 35193 |
n8nlibrechat
Claim
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| 35194 |
ProofBase MCP Server
Claim
An AI-powered server that generates realistic, customizable customer testimonia…
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| 35195 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 35196 |
cloudprice-mcp
Claim
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
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| 35197 |
Robot Resources Scraper
Claim
Token compression for web content — 70-80% reduction from HTML to clean markdown
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| 35198 |
NarrateAI
Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
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| 35199 |
PassNinja
Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 35200 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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