MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47151 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 47152 |
StarUML MCP Server
Claim
Enables creating diagrams or generating code from diagrams in StarUML via promp…
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| 47153 |
VSCode-Perplexity-MCP
Claim
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
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| 47154 |
MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.
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| 47155 |
reddit-mcp-server
Claim
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| 47156 |
test
Claim
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| 47157 |
invezgo
Claim
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| 47158 |
is-even-mcp
Claim
Helps AI agents determine whether a number is even or not.
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| 47159 |
linggen-mcp
Claim
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| 47160 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 47161 |
JVM Source Lens
Claim
Gradle-accurate JVM classpath; fetch Java source, signatures, and class structu…
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| 47162 |
oraclemcp
Claim
Engine-free, read-only Oracle Database MCP server with a fail-closed SQL guard …
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| 47163 |
MCP MySQL Server
Claim
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 47164 |
useVyre Context
Claim
useVyre component context for AI agents — valid props, variants, anti-patterns,…
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| 47165 |
qr-for-agent
Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
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| 47166 |
mcp-gera-clinic
Claim
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 47167 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 47168 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
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| 47169 |
jmeter-mcp
Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 47170 |
decodo-coppi
Claim
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| 47171 |
An MCP server for obtaining the README content, metadata and search function of…
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| 47172 |
An MCP server that provides [describe what your server does]
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| 47173 |
mcp-mssql-server
Claim
Enables Claude Code and other MCP clients to interact with Microsoft SQL Server…
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| 47174 |
fouq-basecamp
Claim
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| 47175 |
Prelo MCP Server
Claim
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
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| 47176 | — | |||||||||
| 47177 |
ai-bom-mcp
Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
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| 47178 |
AgniGateway Marketplace
Claim
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
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| 47179 |
Provides comprehensive access to MoEngage documentation from developers, help, …
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| 47180 |
tomtenisse
Claim
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| 47181 |
DataMCP
Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
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| 47182 |
Google Tasks MCP Server
Claim
Manage Google Tasks from MCP-compatible AI clients.
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| 47183 |
OpenTrading
Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
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| 47184 |
supOS MCP Server
Claim
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
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| 47185 |
An orchestration system that breaks down user prompts into actionable tasks and…
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| 47186 |
clinical-trials-ai-mcp
Claim
clinical-trials-ai-mcp MCP server by MEOK AI Labs
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| 47187 |
TokenBel Financial Data
Claim
Read-only MCP server for Belarusian securities: tokens, shares, bonds, companie…
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| 47188 |
AI-powered Amazon ECS workload management
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| 47189 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 47190 |
cq_mini
Claim
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| 47191 |
PySqlitMCP
Claim
Enables comprehensive SQLite database management through natural language, incl…
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| 47192 |
k8scortex-mcp
Claim
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
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| 47193 |
lodd-mcp-server
Claim
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
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| 47194 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 47195 |
MKP MCP Server
Claim
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
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| 47196 |
Serial MCP Server
Claim
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
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| 47197 |
jobber-mcp
Claim
Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
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| 47198 |
subconscious-mcp
Claim
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
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| 47199 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 47200 |
Search Indonesian regulations from any MCP-compatible AI assistant.
Pasal.id g…
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