MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12751
hunterphillips
sn-mcp ⚡ Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 5⁄5 ◉ ⏳ 54 38 — 30 81 97
12752
ltcg-addict
Enables AI assistants to interact with Ubuntu VMs via SSH, including executing …
C 60 5⁄5 ◉ ⏳ 64 31 — 19 81 97
12753
NakanoSanku
Enables control of Android devices through ADB, allowing users to list connecte…
C 60 5⁄4 ◉ ⏳ 54 28 N/A 24 95 95
12754
Traia-IO
Enables AI agents and LLMs to interact with the TEST MCP USDT API through stand…
C 60 5⁄5 ◉ ⏳ 68 41 — 24 80 76
12755
Youtube-Transcript-Dev
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and…
C 60 5⁄5 ◉ ⏳ 79 0 — 53 80 90
12756
cegme
This MCP server enables users to interact with and analyze the dair-ai/emotion …
C 60 5⁄5 ◉ ⏳ 48 30 — 45 83 99
12757
modelcontextprotocol-servers
Whois MCP Claim 1
Enables AI agents to perform WHOIS lookups to retrieve domain registration deta…
C 60 5⁄5 ◉ ⏳ 54 82 — 19 81 48
12758
octid-io
osmp Claim
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any chan…
C 60 5⁄4 ◉ ⏳ 72 0 N/A 38 91 96
12759
QuentinCody
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
C 60 5⁄5 ◉ ⏳ 60 41 — 23 78 90
12760
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 5⁄5 ◉ ⏳ 60 36 — 16 81 100
12761 C 60 5⁄4 ◉ ⏳ 48 42 N/A 42 95 70
12762
pickstar-2002
Video Convert MCP ⚡ Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 5⁄5 ◉ ⏳ 72 83 — 24 81 20
12763
tfiatlux
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 60 5⁄4 ◉ ⏳ 54 63 N/A 29 95 48
12764
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 5⁄5 ◉ ⏳ 56 82 N/A 19 95 31
12765
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 81 77
12766
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 6⁄6 ◉ ⏳ 72 73 0 42 81 91
12767
nishant-Tiwari24
A Multi-Server Control Plane system that enables natural language querying of j…
C 60 5⁄5 ◉ ⏳ 72 28 — 18 81 91
12768
jiemobasixiangcai
Assists AI developers with intelligent requirement analysis and architecture de…
C 60 5⁄4 ◉ ⏳ 60 26 N/A 43 95 74
12769
plainday
ManualWorks MCP ⚡ Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 5⁄5 ◉ ⏳ 56 37 — 45 83 80
12770
tamerh
BioBTree Claim
A unified biomedical graph database that integrates 50+ primary data sources — …
C 60 6⁄6 ◉ ⏳ 90 46 0 52 78 92
12771
Nihilantropy
godot-mcp-docs ⚡ Claim 1
Provides AI assistants with access to the complete Godot Engine documentation, …
C 60 5⁄4 ◉ ⏳ 41 32 N/A 40 95 97
12772
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 5⁄5 ◉ ⏳ 60 17 — 44 81 100
12773
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 6⁄6 ◉ ⏳ 94 43 0 35 83 99
12774
PhialsBasement
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
C 60 6⁄6 ◉ ⏳ 74 70 0 47 81 90
12775
hifriendbot
ailist-mcp ⚡ Claim 1
MCP server for AiList — search and discover Ai projects from Claude Code
C 60 6⁄4 ◉ ⏳ 55 71 0 50 95 93
12776
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 5⁄5 ◉ ⏳ 62 31 — 45 81 83
12777
Gabbo01
Zeek-MCP ⚡ Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 5⁄4 ◉ ⏳ 45 30 N/A 45 95 89
12778
gglessner
Endevor-MCP ⚡ Claim 1
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
C 60 5⁄5 ◉ ⏳ 45 41 — 43 80 95
12779
lisy09
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
C 60 5⁄5 ◉ ⏳ 72 35 — 24 81 81
12780
Omarzipan
Remote MCP Server ⚡ Claim
A Cloudflare Workers-based Model Context Protocol server that enables Claude De…
C 60 5⁄5 ◉ ⏳ 54 52 — 26 81 82
12781
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 6⁄4 ◉ ⏳ 78 57 0 39 92 90
12782
liguelead
Integrates the LigueLead API to enable sending SMS, Flash SMS, and voice campai…
C 60 5⁄5 ◉ ⏳ 72 0 — 53 81 96
12783
kukapay
dex-metrics-mcp ⚡ Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 5⁄5 ◉ ⏳ 45 37 — 40 81 100
12784
yunkee-lee
MCP TMAP Server ⚡ Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 5⁄5 ◉ ⏳ 48 41 — 41 81 90
12785
migusdn
A Model Context Protocol server for interacting with Korea Investment & Securit…
C 60 5⁄5 ◉ ⏳ 45 37 — 49 76 99
12786
huangtan007
smithery-hello ⚡ Claim
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
C 60 5⁄4 ◉ ⏳ 30 52 N/A 24 95 100
12787
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 5⁄5 ◉ ⏳ 66 12 — 49 84 93
12788
drdudda-org
A simple MCP server that provides current time in Korean timezone (KST) with mu…
C 60 5⁄5 ◉ ⏳ 60 100 — 25 81 15
12789
burkestar
A server that allows users to query and analyze cloud cost data from Cloudzero …
C 60 5⁄4 ◉ ⏳ 66 27 N/A 40 95 67
12790
kelvingao
ArXiv-MCP ⚡ Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 5⁄5 ◉ ⏳ 51 31 — 39 80 100
12791
yzfly
FullScope-MCP ⚡ Claim
A comprehensive Model Context Protocol server for content summarization that su…
C 60 5⁄5 ◉ ⏳ 56 45 — 22 81 90
12792
ramprasadchauhan
Farm OS MCP Server ⚡ Claim
Enables management and monitoring of farm operations including field and crop t…
C 60 5⁄4 ◉ ⏳ 54 25 N/A 24 94 100
12793
Steven-Luo
Enables AI-powered business intelligence and data analysis using pandas and LLM…
C 60 5⁄5 ◉ ⏳ 56 62 — 21 81 70
12794
hamchowderr
Enables interaction with AITable workspaces through comprehensive API access, s…
C 60 6⁄6 ◉ ⏳ 78 72 0 43 81 86
12795
juandavidsernav
secop-mcp-server ⚡ Claim
An MCP server to query Colombian public procurement data from SECOP I and II in…
C 60 5⁄4 ◉ ⏳ 42 46 — 50 81 87
12796
ceami
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 60 6⁄6 ◉ ⏳ 74 70 0 49 81 85
12797
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 5⁄4 ◉ ⏳ 54 28 N/A 24 95 94
12798
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 5⁄4 ◉ ⏳ 53 28 N/A 42 95 85
12799
wassima-azzouzi
An interactive travel planning server that integrates flight searching, weather…
C 60 5⁄5 ◉ ⏳ 66 42 — 25 77 85
12800
aanchalakto
Magic MCP ⚡ Claim
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 80 77
Showing 12751–12800 of 69111 servers
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