MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

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40750
Discovered
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29237
Scored
→
2095
Verified
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16951
Complete
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Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

Dealboard F knowledgebased B XcodeTraceMCP B japan-real-estate-intel A Claudegram B

Biggest Gainers

library +2 CrashStory MCP +2 mcp-server +2

Biggest Drops

Prince Cloud -5 mcp -5 Phos Sales Engine -4
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40651
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
 — ○ ⏳ — — — — — —
40652
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
 — ○ ⏳ — — — — — —
40653
damianlevy1987-prog
test Claim
— ○ ⏳ — N/A N/A — 95 —
40654
guinevere-kingsley
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
 — ○ ⏳ — — — — — —
40655
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
 — ○ ⏳ — — — — 81 —
40656
anki-mcp
Enterprise-grade Anki integration with natural language interaction, comprehens…
 — ○ ⏳ — N/A N/A — 95 —
40657
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
 — ○ ⏳ — — — — 81 —
40658
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
 — ○ ⏳ — — — — — —
40659
wj-yuta-imai
A Model Context Protocol server with GitHub API integration that enables intera…
 — ○ ⏳ — N/A N/A — 95 —
40660
dcostenco
prism-mcp Claim 1
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms …
 — ○ ⏳ — N/A N/A — 75 —
40661
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
 — ○ ⏳ — N/A N/A — 95 —
40662
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
 — ○ ⏳ — — — — 81 —
40663
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
 — ○ ⏳ — — — — — —
40664
Phionx
Validate physics equations for dimensional consistency. Add custom variables an…
 — ○ ⏳ — N/A N/A — 95 —
40665
Vico86
RedditGrow Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
 — ○ ⏳ — — — — — —
40666
opcastil11
mcp-prowl Claim
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
 — ○ ⏳ — N/A N/A — 95 —
40667
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
 — ○ ⏳ — N/A N/A — — —
40668
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
 — ○ ⏳ — N/A N/A — 95 —
40669
rosasynthesiz
flstudio-mcp Claim
AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (M…
 — ○ ⏳ — N/A N/A — — —
40670
gvnrdev
GVNR Claim
Budget Governor gives autonomous AI agents a hard spend limit. One budget_clea…
 — ○ ⏳ — — — — — —
40671
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
 — ○ ⏳ — — — — 81 —
40672
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
 — ○ ⏳ — — — — 81 —
40673
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
 — ○ ⏳ — N/A N/A — — —
40674
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
 — ○ ⏳ — — — — 81 —
40675
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
 — ○ ⏳ — — — — 81 —
40676
github-2k6b
Community MCP server for Airtable that provides **30 tools** for managing Airt…
 — ○ ⏳ — N/A N/A — 95 —
40677
fgreve
MCP server exposing Chilean INE (Instituto Nacional de Estadísticas) public API…
 — ○ ⏳ — — — — 81 —
40678
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
 — ○ ⏳ — N/A N/A — 95 —
40679
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
 — ○ — N/A N/A — 81 —
40680
matt1as
Enables AI assistants to search and analyze Swedish real estate data from Booli…
 — ○ ⏳ — — — — 81 —
40681
DigbyO
Cultural color intelligence. Every colour anchored to a person, a year, and a c…
 — ○ ⏳ — — — — — —
40682
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
 — ○ ⏳ — — — — — —
40683
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
 — ○ ⏳ — — — — — —
40684
ebenova
— ○ ⏳ — N/A N/A — 95 —
40685
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
 — ○ ⏳ — — — — 81 —
40686
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
 — ○ ⏳ — — — — — —
40687
hipster
— ○ ⏳ — N/A N/A — 95 —
40688
renCosta2025
— ○ ⏳ — N/A N/A — 95 —
40689
samihalawa
— ○ ⏳ — N/A N/A — 95 —
40690
MartinLoeper
— ○ ⏳ — N/A N/A — 95 —
40691
@buihongduc132
mcp-chrome ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
40692
bughide010
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40693
fofapro
mcp_fofa Claim
hacked by abc
 — ○ ⏳ — N/A N/A — 95 —
40694
GlacierEQ
— ○ ⏳ — N/A N/A — 95 —
40695
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
 — ○ ⏳ — — — — 81 —
40696
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
 — ○ ⏳ — N/A N/A — — —
40697
HasnainAli47
— ○ ⏳ — N/A N/A — 95 —
40698
jtan
— ○ ⏳ — N/A N/A — 95 —
40699
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
 — ○ ⏳ — N/A N/A — 95 —
40700
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
 — ○ ⏳ — N/A N/A — 95 —
Showing 40651–40700 of 40750 servers
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