MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37901
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
37902
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
N/A N/A
37903
CSOAI-ORG
MCP server for children's privacy compliance, enabling checks under COPPA, FERP…
N/A N/A
37904
universal-mcp
Provides a standardized interface for interacting with Mailchimp's tools and se…
37905
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
N/A N/A 95
37906
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
37907
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
37908
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A 95
37909
GongRzhe
Google Calendar integration in Cursor IDE. This server enables AI assistants to…
N/A N/A 95
37910
gbaeke
mcp-obo Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
37911
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
37912
mcp Claim 1
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
N/A N/A 81
37913
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
37914
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
37915
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
37916
damianlevy1987-prog
test Claim
N/A N/A 95
37917
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
37918
anki-mcp
Enterprise-grade Anki integration with natural language interaction, comprehens…
N/A N/A 95
37919
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
37920
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
37921
wj-yuta-imai
A Model Context Protocol server with GitHub API integration that enables intera…
N/A N/A 95
37922
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
37923
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
37924
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
37925
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
N/A N/A
37926
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
37927
rosasynthesiz
flstudio-mcp Claim
AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (M…
N/A N/A
37928
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
81
37929
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
37930
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
N/A N/A 95
37931
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
N/A N/A 81
37932
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
37933
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
37934 N/A N/A 95
37935
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
37936
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
37937 N/A N/A 95
37938 N/A N/A 95
37939 N/A N/A 95
37940 N/A N/A 95
37941
@buihongduc132
mcp-chrome Claim
N/A N/A 95
37942
bughide010
mcp Claim
N/A N/A 95
37943
fofapro
mcp_fofa Claim
hacked by abc
N/A N/A 95
37944
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
81
37945
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
N/A N/A
37946 N/A N/A 95
37947
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
N/A N/A 95
37948
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
37949 N/A N/A 95
37950
valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
N/A N/A
Showing 37901–37950 of 41157 servers
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