MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42851
artiomdiu
mastra-test Claim
N/A N/A 95
42852
iflow-mcp
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
N/A N/A
42853
lazymac2x
Cloudflare Workers MCP server: ai-model-router
42854
Giobeck25
mcp-gsuite Claim
server for google
N/A N/A 95
42855
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
42856
yongkangc
Provide real-time and comprehensive cryptocurrency and DeFi data from multiple …
N/A N/A 95
42857
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
42858
ryan-greenfieldlabs
youtube Claim
N/A N/A 95
42859
microsoft
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
N/A N/A
42860 N/A N/A 95
42861
aznleetcoder
pinecone-mcp Claim
N/A N/A 95
42862
microsoft
hacked-mcp Claim
hacked by abcd
N/A N/A 95
42863
Mnehmos
A backend server that executes advanced logic primitives and cognitive operatio…
81
42864
zzet
Gortex Claim
High-performance code graph and code intelligence engine. Index code base into …
N/A N/A
42865
terros-inc
Enables interaction with the Terros platform's User API to manage and retrieve …
81
42866
Xenon-Flare
Enables AI assistants to manage social media accounts, upload media (videos and…
42867
Hanato238
MCP server for browser automation that lets LLMs interact with web pages throug…
42868
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
42869
hanselhansel
aeo-cli Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
N/A N/A 95
42870
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
N/A N/A
42871
zantiu
Enables querying topic tree structures, topic details, and real-time data from …
42872
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
42873
sethbang
Unofficial Proton Mail MCP server — send, read, search, and organize email over…
N/A N/A
42874
greatpola
Provides tools to manage, initialize, and synchronize standardized agent config…
N/A N/A 95
42875
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
42876
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
42877
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
42878
Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads
N/A N/A 81
42879
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
42880
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
42881
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
42882
cphoskins
gptzero-mcp Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
42883
furkankoykiran
DevTo-MCP Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
N/A N/A
42884
rexchoppers
tractive-mcp Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
42885
fhyxz1
A unified MCP server for scaffolding project structures across multiple framewo…
N/A N/A
42886
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
42887 N/A N/A 95
42888
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
42889
chestnutforty
Provides backtesting-compliant financial data including company financials, his…
81
42890
yk-lab
Caches Figma file data locally and provides an MCP server for AI agents to sear…
42891
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
42892
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
N/A N/A
42893 N/A N/A 95
42894
Maless88
RoadBoard Claim
Multi-project execution, memory, and collaboration platform for humans and AI a…
42895
ddsky
Enables AI assistants to search for recipes, get nutritional information, find …
42896
jukkan
xrm-mcp Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
42897
soundstear
adsdas Claim
adsdas
N/A N/A 95
42898
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
42899
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
42900
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
Showing 42851–42900 of 46053 servers
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