MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14151
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 64 72 42 0 45 95 68
14152
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14153
getsentry
Sentry MCP Server Claim 1
A Model Context Protocol server that lets AI assistants interact with the Sentr…
D 54 66 59 67 0 29 78 90
14154
BACH-AI-Tools
Enables access to comprehensive LinkedIn data, including professional profile d…
D 54 55 50 57 45 76 36
14155
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14156
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 66 57 46 0 45 81 100
14157
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 66 84 43 0 21 81 91
14158
mapbox
Mapbox MCP Server Claim
Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geo…
D 54 66 86 10 0 88 73 83
14159
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14160
pangxie231
PS-MCP Claim
An AI-driven integration server that enables natural language control of Adobe …
D 54 54 42 25 N/A 30 95 80
14161
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14162
ShwStone
MCP OI-Wiki Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 55 60 20 25 81 77
14163
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 66 68 72 0 21 81 77
14164
ca-risken
risken Claim
RISKEN's official MCP Server
D 54 55 62 42 52 85 26
14165
tronrentalcom
tronrental Claim
Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.
D 54 64 72 42 0 30 83 95
14166
rajeevchandra
A FastMCP server that enables natural language querying of PostgreSQL databases…
D 54 55 54 26 16 81 89
14167
DebMs123
A server implementing the Model Context Protocol (MCP) that delivers jokes upon…
D 54 66 48 55 0 44 81 100
14168
cwilby
SQL Server MCP Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 66 53 56 0 46 81 96
14169
aryaminus
Enables searching and analyzing H-1B visa sponsoring companies using U.S. Depar…
D 54 66 76 33 0 44 81 91
14170
john-walkoe
Enables high-performance access to USPTO Final Petition Decisions API with inte…
D 54 66 78 36 0 48 81 82
14171
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 66 84 28 0 43 81 85
14172
SajidAlamQB
Kedro RAG MCP Claim 1
An MCP server that enables users to query Kedro framework documentation using r…
D 54 54 33 33 N/A 19 90 97
14173
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14174
wilsonchenghy
ShaderToy-MCP Claim 1
MCP Server for ShaderToy, a site where people share GLSL shader. This MCP serve…
D 54 55 33 32 38 81 90
14175
QueueLab
QCX Claim
Language to Maps
D 54 64 72 40 0 61 95 59
14176
minchae-me
A demonstration server that automatically generates Model Context Protocol (MCP…
D 54 55 54 50 18 81 59
14177
eunyuljo
A Model Context Protocol server that implements a simple notes system, allowing…
D 54 55 65 75 23 81 9
14178
arikusi
deepseek-mcp-server Claim 1
MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function …
D 54 66 81 10 0 84 72 92
14179
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 64 66 73 0 26 95 58
14180
MrunmayS
Exa MCP Claim 2
Enable AI assistants to perform web searches using Exa's powerful search API.
D 54 66 79 45 0 23 81 93
14181
tatsuyamiyazaki
copilot-usage-mcp Claim 1
An MCP server that retrieves GitHub Copilot usage metrics and seat assignment d…
D 54 55 47 0 55 82 97
14182
Sim-xia
blind-auditor Claim
A zero-cost MCP server that forces AI to self-correct generation messages using…
D 54 64 66 26 0 49 95 92
14183
AgentHotspot
AgentHotspot Claim
Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketpla…
D 54 66 64 33 0 56 83 98
14184
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14185
mapbox
Enables AI assistants to interact with Mapbox developer APIs for style manageme…
D 54 66 86 10 0 80 73 89
14186
Sukruthr
Weather MCP Server Claim
Provides real-time weather information for any location worldwide using the wtt…
D 54 55 48 20 27 81 96
14187
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14188
GHjiejie
My MCP Server Claim
A comprehensive MCP server providing arithmetic tools, dynamic file resources f…
D 54 55 60 50 N/A 31 87 33
14189
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 64 84 28 0 26 95 88
14190
dazanza
Copper MCP Claim 1
An MCP server that provides an interface to the Copper CRM API for managing con…
D 54 55 61 0 35 82 94
14191
gghammer
MCP J-Link Server Claim 1
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
D 54 54 48 38 N/A 27 92 61
14192
vitamin3615
An MCP server that enables language models to fetch protein information from th…
D 54 55 45 18 34 81 96
14193
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14194
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14195
whistlegraph
MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock …
D 54 64 63 35 0 55 83 97
14196
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14197
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14198
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
14199
henryhawke
This tool is a cutting-edge memory engine that blends real-time learning, persi…
D 54 66 90 10 0 60 80 89
14200
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 55 46 82 26 81 22
Showing 14151–14200 of 67226 servers
« Prev 1 282 283 284 285 286 1345 Next »