MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8151
subwizzll
A personal semantic knowledge base that enables storing, searching, and retriev…
C 69 55 60 72 35 80 91
8152
yone-k
Enables users to manage their Zaim household account data through OAuth 1.0a au…
C 69 55 86 100 39 81 17
8153
dpconde
Provides Android development assistance following NowInAndroid best practices, …
C 69 55 72 50 39 82 99
8154
yhc984
Talk to Figma MCP Claim
Enables Cursor AI to interact with Figma designs, allowing users to read design…
C 69 55 72 61 20 81 99
8155
Captain-AI-Hub
IDA-MCP Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
C 69 54 54 43 N/A 66 95 93
8156
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
8157
ECamposSoria
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
C 69 55 78 48 40 81 92
8158
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8159
shaunporwal
DICOM-MCP Claim 1
A Model Context Protocol server that allows working with DICOM medical images t…
C 69 54 63 58 N/A 23 92 99
8160
yayoboy
Oxide Claim 1
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
C 69 55 84 43 37 80 92
8161
gakkiismywife
MCP MySQL Server Claim
Provides read-only access to MySQL databases, enabling schema inspection, table…
C 69 55 72 61 24 81 97
8162
qso-graph
hamqth-mcp Claim
MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon N…
C 69 54 78 41 38 92 92
8163
castrillon89
Siigo MCP Server Claim 1
Enables interaction with the Siigo API to manage products, customers, and invoi…
C 69 55 72 68 30 80 85
8164
recallnet
An MCP server that enables AI models like Claude to interact with the Trading S…
C 69 55 81 91 26 81 49
8165
NitayRabi
FitBit MCP Claim
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
C 69 55 60 71 49 81 83
8166
lonniev
Enables AI assistants to interact with TheBrain's knowledge management system t…
C 69 55 90 10 66 83 97
8167
aj-bartocci
SpyNet Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
C 69 55 96 65 N/A 32 95 36
8168
vicgarcia
Enables users to access and manage their Pinboard bookmarks directly through Cl…
C 69 55 80 51 30 81 95
8169
DanielFluxman
Alexandria2 Claim
An autonomous academic research and publishing platform that enables AI agents …
C 69 55 76 82 45 81 52
8170
ashabbir
Enables read-only access to GitLab and Jira data through MCP, allowing users to…
C 69 55 60 72 27 81 96
8171
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 55 90 27 44 81 100
8172
kryptobaseddev
CLEO MCP Server Claim
Task management protocol for solo developers and AI coding agents with 2-gatewa…
C 69 54 64 30 N/A 76 92 90
8173
Ahmed-AG
Enables natural language queries to Google Calendar API for checking appointmen…
C 69 55 84 53 21 81 92
8174
rsmets
A TypeScript template for building MCP servers with HTTP transport that provide…
C 69 54 54 67 N/A 27 95 97
8175
xrusjohn
MCP RSS Server Claim 1
A Model Context Protocol server that allows interaction with RSS feeds, enablin…
C 69 55 69 58 48 82 86
8176
mbloomhammerspace
Enables natural language management of Hammerspace storage clusters with automa…
C 69 54 84 38 N/A 42 75 99
8177
Koneisto
mcp-weather Claim 1
An MCP server that aggregates data from six weather sources to provide current …
C 69 55 57 62 53 81 93
8178
up2itnow0822
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
C 69 54 90 60 N/A 39 95 46
8179
nkapila6
mcp-local-rag Claim
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
C 69 54 64 31 N/A 77 91 88
8180
shtansky-bikeleasing
Weather MCP Server Claim
Enables users to fetch current weather conditions for any city worldwide and di…
C 69 55 78 62 28 69 100
8181
carlosedp
Windows MCP Server Claim
Exposes Windows system information and control tools including hardware stats, …
C 69 54 54 58 N/A 39 92 98
8182
jacebenson
A Model Context Protocol server that integrates with ServiceNow instances, allo…
C 69 54 51 57 N/A 40 95 100
8183
himly0302
Web Analysis MCP Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 55 72 71 37 76 80
8184
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 55 72 48 37 82 100
8185
Kamatalarajeev
Crypto MCP Server Claim
Provides real-time and historical cryptocurrency market data from 100+ exchange…
C 69 55 72 61 21 81 100
8186
takehig
Enables natural language search and management of product information through a…
C 69 55 88 58 16 80 87
8187
JJVvV
A Model Context Protocol server that provides real-time database schema informa…
C 69 55 65 61 41 80 92
8188
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 55 78 58 22 81 94
8189
sarafina98
Gamma MCP Server Claim
Enables AI-powered generation of presentations, documents, and webpages through…
C 69 55 66 71 24 81 91
8190
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8191
gangularamya
A secure Model Context Protocol backend service built on Azure Functions that p…
C 69 55 84 43 25 82 100
8192
xBlueCode
findata-mcp-server Claim 1
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 55 78 56 19 80 100
8193
amysatterlee
Facilitates retrieval of National Park Services data using the NPS API, allowin…
C 69 55 72 62 17 80 100
8194
tryp0xy1us
A minimal Model Context Protocol server that provides a simple tool for adding …
C 69 44 50 N/A N/A 27 95 100
8195
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 54 48 52 N/A 61 95 97
8196
Krekun
Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar c…
C 69 54 60 61 N/A 25 92 99
8197
doggybee
mcp-server-leetcode Claim 1
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
C 69 55 55 60 50 80 99
8198
dennisonbertram
MCP Anvil Tools Claim
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
C 69 55 84 61 33 80 77
8199
simonliu-moltbot
Provides information about animals at the Taipei Zoo, including their habits, h…
C 69 54 72 53 N/A 22 95 93
8200
u9401066
MedVision MCP Claim 1
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…
C 69 54 72 45 N/A 42 90 90
Showing 8151–8200 of 67197 servers
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