MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10701
mayronjr
Enables task management and Kanban board tracking using Google Sheets as a data…
C 65 55 54 62 29 82 91
10702
LiamConnell
arXiv MCP Server Claim
Enables searching, downloading, and managing academic papers from arXiv.org thr…
C 65 55 62 57 21 81 93
10703
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10704
rflpazini
mcp-api-gateway Claim
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
C 65 55 90 57 N/A 24 86 51
10705
shukwong
gnomAD MCP Server Claim
Enables AI assistants to query genetic variant data, gene constraints, and popu…
C 65 55 90 75 22 81 38
10706
theYahia
superjob-mcp Claim 2
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
C 65 44 45 N/A N/A 58 83 77
10707
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10708
xray918
Download Douyin videos without watermarks and extract audio text automatically.…
C 65 55 66 47 N/A 41 81 84
10709
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10710
RobinBreugelmans-S
Enables checking npm packages for known security vulnerabilities using the OSV …
C 65 55 54 62 25 81 97
10711
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10712
Mosaictm1
An AI-powered workflow automation platform that builds and executes n8n workflo…
C 65 55 78 38 30 81 92
10713
derekalia
fal Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 55 63 43 41 81 94
10714
cmalpass
MCP Presidio Claim 2
An MCP server that enables LLMs to detect and anonymize over 25 types of Person…
C 65 55 69 37 45 80 93
10715
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10716
takuya0206
An MCP server that enables LLMs to access Slack's search functionality to retri…
C 65 55 45 75 21 82 97
10717
aktsmm
Saiten MCP Server Claim
Automates the evaluation of GitHub hackathon submissions by providing tools to …
C 65 54 52 56 N/A 35 89 91
10718
terasum
A Model Context Protocol server that provides color conversion between multiple…
C 65 54 57 60 N/A 16 94 90
10719
Supermaxman
OpenAI MCP Server Claim
Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…
C 65 55 54 100 43 81 38
10720
jimfilippou
things-mcp Claim 1
A Model Context Protocol (MCP) server that provides seamless integration with t…
C 65 54 78 35 N/A 29 95 80
10721
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10722
albertlab0
ghidraMCP Claim
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
C 65 54 66 31 N/A 46 90 92
10723
SarthakRay26
Open Meteo MCP Server Claim 2
A comprehensive MCP server providing tools for real-time, forecast, and histori…
C 65 55 78 75 29 82 43
10724
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10725
kokoa-tools
Enables users to search and retrieve merit records and achievement documents of…
C 65 54 72 61 N/A 26 92 60
10726
Quan3Xin
A Model Context Protocol service that enables agent authentication and integrat…
C 65 54 54 46 N/A 42 95 87
10727
clssck
Time Server Claim 2
An MCP server providing timezone conversions and time-related operations via RE…
C 65 55 63 60 18 81 94
10728
vgnshiyer
Apple Books MCP Server
C 65 54 62 15 N/A 62 95 100
10729
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10730
yaoxiaolinglong
A Model Context Protocol server that enables AI models to interact with both My…
C 65 55 63 82 46 81 46
10731
non-dirty
IMAP MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to access and manage…
C 65 55 69 43 35 81 94
10732
QuixiAI
AGI MCP Server Claim 1
A Model Context Protocol server that provides persistent memory capabilities fo…
C 65 55 63 57 26 81 93
10733
Gyeom
OpenFGA MCP Server Claim 2
Enables users to manage OpenFGA authorization models, stores, and relationship …
C 65 55 88 50 45 78 55
10734
agent-network-protocol
Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Pro…
C 65 64 90 70 0 58 95 73
10735
VibeJaro
A starter template for deploying Model Context Protocol (MCP) servers on Vercel…
C 65 66 86 73 0 48 83 99
10736
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 54 78 33 N/A 28 90 85
10737
kylastech
Kylas CRM MCP Server Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 54 53 43 64 83 90
10738
browsercat
A Model Context Protocol server that provides browser automation capabilities u…
C 65 55 57 66 21 74 99
10739
accelizero
Provides stock market data and computes technical indicators like EMA, MACD, an…
C 65 55 72 61 19 82 79
10740
abel9851
mcp-server-mariadb Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 54 61 27 N/A 58 90 91
10741
soumyadeep-ux
GSC MCP Server Claim
Enables interaction with Google Search Console to query search analytics, inspe…
C 65 66 88 72 0 51 81 99
10742
gigachadtrey
mcp Claim
C 65 54 54 51 N/A 22 90 100
10743
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10744
sociallayer-im
A stateless HTTP server implementing the Model Context Protocol (MCP) that enab…
C 65 55 68 55 27 81 85
10745
FlexLoopy
Enables AI agents to crawl, access, and analyze WeChat Official Account article…
C 64 54 66 31 N/A 45 94 80
10746
gcorroto
A Model Context Protocol server that allows AI assistants to save structured in…
C 64 55 33 70 43 81 93
10747
Nick2611
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 64 55 48 70 27 84 85
10748
tedfytw1209
Manages EVE Online fleets via SSO authorization, inspecting composition, organi…
C 64 54 57 43 N/A 54 80 89
10749
jsdelivr
The Globalping MCP server provides users and LLMs access to run network tools l…
C 64 66 94 72 0 36 81 96
10750
PetrefiedThunder
mcp-pubmed Claim 1
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
C 64 55 39 53 55 82 97
Showing 10701–10750 of 67226 servers
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