MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3951
JustinBeckwith
linkinator-mcp ⚡ Claim 1
MCP server for link checking using linkinator
B 75 5⁄5 ◉ ⏳ 59 100 N/A 78 95 40
3952
supadata-ai
mcp ⚡ Claim
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
B 75 6⁄6 ◉ ⏳ 96 66 53 58 81 91
3953
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 5⁄5 ◉ ⏳ 90 100 — 41 81 45
3954
hyypeman
chilipiper-mcp ⚡ Claim
Enables lead routing, booking link generation, and scheduling management throug…
B 75 5⁄5 ◉ ⏳ 76 67 — 53 81 93
3955
ntdef
YNAB MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with You Need A Budget…
B 75 5⁄5 ◉ ⏳ 77 57 — 55 82 100
3956
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 5⁄5 ◉ ⏳ 69 86 — 38 81 91
3957
marwaniiwael18
Enables AI assistants to access and analyze GitHub profile data, providing insi…
B 75 5⁄5 ◉ ⏳ 88 61 — 45 81 91
3958
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 5⁄5 ◉ ⏳ 94 65 — 19 81 100
3959
dyneth02
Enables AI tools to query context from a local JSON data source via stdio, demo…
B 75 5⁄5 ◉ ⏳ 94 82 N/A 48 95 38
3960
FantomaSkaRus1
telegram-bot-mcp ⚡ Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 5⁄5 ◉ ⏳ 84 82 — 49 81 71
3961
Zain4391
Enables AI assistants to interact with Supabase projects programmatically, incl…
B 75 5⁄5 ◉ ⏳ 90 66 — 27 81 97
3962
za2keep
MySQL MCP Server ⚡ Claim 1
Enables AI assistants to securely interact with MySQL databases through tools f…
B 75 5⁄5 ◉ ⏳ 78 62 — 54 82 96
3963
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 5⁄5 ◉ ⏳ 72 62 — 74 82 88
3964
dzulstellar
airtable-mcp Claim
B 75 5⁄4 ◉ ⏳ 84 45 N/A 60 88 99
3965
drewsungg
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
B 75 5⁄5 ◉ ⏳ 90 50 — 51 80 100
3966
liadgez
TickTick MCP Server ⚡ Claim 1
A comprehensive Model Context Protocol server providing complete TickTick task …
B 75 5⁄5 ◉ ⏳ 94 82 — 46 80 59
3967
suttonwilliamd
tpc-server Claim
tpc-server
B 75 5⁄5 ◉ ⏳ 92 56 — 36 81 99
3968
Alfanous-team
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
B 75 5⁄4 ◉ ⏳ 94 25 N/A 82 94 84
3969
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 5⁄5 ◉ ⏳ 90 82 — 55 81 58
3970
MikelA92
Enables LLMs to interact with Metabase instances through 33 tools for querying …
B 75 5⁄5 ◉ ⏳ 92 68 — 28 81 93
3971
ddb-mcp
D&D Beyond MCP Server ⚡ Claim 2
An MCP server that provides Claude direct access to D\&D Beyond accounts to man…
B 75 5⁄4 ◉ ⏳ 61 71 N/A 55 90 99
3972
CartographAI
Generates and queries a graph representation of a codebase to identify entities…
B 75 5⁄4 ◉ ⏳ 86 56 N/A 43 87 94
3973
HayoDev
Safari DevTools MCP ⚡ Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 79 95 75
3974
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 4⁄4 ◉ ⏳ 58 N/A N/A 62 83 98
3975
petrsovadina
sukl-mcp Claim
MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní…
B 75 5⁄5 ◉ ⏳ 71 80 — 42 81 93
3976
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 5⁄5 ◉ ⏳ 63 80 — 49 81 100
3977
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 5⁄5 ◉ ⏳ 54 70 — 68 95 91
3978
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 5⁄5 ◉ ⏳ 78 100 N/A 42 95 45
3979
evolsb
Enables fast, local access to Intercom conversations through intelligent cachin…
B 75 5⁄5 ◉ ⏳ 96 43 — 55 81 95
3980
sh-patterson
legiscan-mcp ⚡ Claim
Access legislative data from all 50 US states and Congress — search bills, get …
B 75 5⁄5 ◉ ⏳ 70 75 — 50 81 95
3981
sophotechlabs
kube-lint-mcp ⚡ Claim
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
B 75 5⁄5 ◉ ⏳ 90 28 — 81 83 96
3982
Antonytm
mcp-sitecore-server ⚡ Claim 1
A Model Context Protocol server for Sitecore
B 75 5⁄4 ◉ ⏳ 59 66 N/A 78 87 93
3983
selvatuple
revibe-mcp ⚡ Claim
Enables analysis of any GitHub repository to get architecture, file roles, exec…
B 75 5⁄4 ◉ ⏳ 72 68 — 55 81 99
3984
tuannvm
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
B 75 5⁄4 ◉ ⏳ 84 38 N/A 62 95 95
3985
cyanheads
toolkit-mcp-server ⚡ Claim 1
A Model Context Protocol server providing LLM Agents with system utilities and …
B 75 5⁄5 ◉ ⏳ 79 83 N/A 51 95 54
3986
Augmented-Nature
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) …
B 75 5⁄5 ◉ ⏳ 94 61 — 32 83 94
3987
jmonsellier
Gmail MCP Server ⚡ Claim 1
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
B 75 5⁄4 ◉ ⏳ 78 67 N/A 38 95 88
3988
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 5⁄5 ◉ ⏳ 86 27 — 89 81 98
3989
keli-wen
mcp_chatbot ⚡ Claim
A chatbot implementation compatible with MCP (terminal / streamlit supported)
B 75 5⁄4 ◉ ⏳ 90 43 N/A 53 87 97
3990
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 5⁄4 ◉ ⏳ 72 63 N/A 40 95 100
3991
dd-dent
Enables AI consciousness continuity and self-knowledge preservation across sess…
B 75 5⁄5 ◉ ⏳ 84 61 — 54 82 90
3992
Aguantar
vibescan-mcp-server ⚡ Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 47 95 97
3993
index9-org
mcp ⚡ Claim
Up-to-date model data for AI coding assistants.
B 75 5⁄4 ◉ ⏳ 84 72 N/A 34 83 90
3994
miyamamoto
JVLink MCP Server ⚡ Claim 1
Enables natural language queries and analysis of Japanese horse racing data fro…
B 75 5⁄5 ◉ ⏳ 78 82 — 59 82 68
3995
freyzo
ArXiv MCP Server ⚡ Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
B 75 5⁄4 ◉ ⏳ 90 56 N/A 30 92 92
3996
jar285
MCP-Discord ⚡ Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 5⁄5 ◉ ⏳ 78 71 — 45 81 91
3997
vipincr
Imagen MCP Server ⚡ Claim
Enables AI assistants to generate high-quality images using Google's Gemini and…
B 75 5⁄5 ◉ ⏳ 88 43 — 66 81 99
3998
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 6⁄6 ◉ ⏳ 78 75 85 21 81 96
3999
munch-group
STRING MCP Server ⚡ Claim
Provides access to the STRING protein-protein interaction database for mapping …
B 75 5⁄5 ◉ ⏳ 90 58 — 44 82 91
4000
ExpertVagabond
volcengine ⚡ Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 5⁄4 ◉ ⏳ 90 41 N/A 50 90 99
Showing 3951–4000 of 69007 servers
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