MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47151
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
47152
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
47153
Automations-Project
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
N/A N/A
47154
mcp-watchdog Claim 1
MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.
N/A N/A 81
47155 N/A N/A 95
47156
rshivamrapid
test Claim
N/A N/A 95
47157
erlio
invezgo Claim
N/A N/A 95
47158
jamieday
is-even-mcp Claim
Helps AI agents determine whether a number is even or not.
N/A N/A
47159
linggen
linggen-mcp Claim
N/A N/A 95
47160
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
47161
Sintexer
Gradle-accurate JVM classpath; fetch Java source, signatures, and class structu…
N/A N/A
47162
MuhDur
oraclemcp Claim
Engine-free, read-only Oracle Database MCP server with a fail-closed SQL guard …
N/A N/A
47163
jianglisuda
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
47164
gapra
useVyre component context for AI agents — valid props, variants, anti-patterns,…
N/A N/A
47165
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
47166
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
N/A N/A 95
47167
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
47168
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
N/A N/A
47169
chung-ta1
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
47170
guidobosch87
decodo-coppi Claim
N/A N/A 95
47171
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
47172
manoharanRajesh
python-version Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 83
47173
blueshiftlabs-ai
Enables Claude Code and other MCP clients to interact with Microsoft SQL Server…
N/A N/A
47174 N/A N/A 95
47175
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
47176 N/A N/A 95
47177
CSOAI-ORG
ai-bom-mcp Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
N/A N/A
47178
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
47179
poojitha-rachuri
Provides comprehensive access to MoEngage documentation from developers, help, …
81
47180
rikard
tomtenisse Claim
N/A N/A 95
47181
mironovisa
DataMCP Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
81
47182
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
47183
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
47184
FREEZONEX
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
81
47185
erisonsuzuki
An orchestration system that breaks down user prompts into actionable tasks and…
N/A N/A 95
47186
CSOAI-ORG
clinical-trials-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47187
AndreiDrang
Read-only MCP server for Belarusian securities: tokens, shares, bonds, companie…
47188
AI-powered Amazon ECS workload management
N/A N/A 81
47189
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
47190
SichengHe6
cq_mini Claim
N/A N/A 95
47191
Python51888
PySqlitMCP Claim
Enables comprehensive SQLite database management through natural language, incl…
N/A N/A 95
47192
apatilgtn
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
N/A N/A
47193
hholen
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
N/A N/A
47194
sevaepsteyn
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
47195
PublikPrinciple
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
47196
Hejun1998
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
N/A N/A
47197
opsconduit
jobber-mcp Claim
Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
47198
vishaltorc
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
N/A N/A
47199
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
47200
aturio
Search Indonesian regulations from any MCP-compatible AI assistant. Pasal.id g…
81
Showing 47151–47200 of 47403 servers
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