MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13801
robertdcurrier
ERDDAP MCP Server Claim
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
C 56 66 86 42 0 24 82 98
13802
Dhenenjay
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
C 56 64 94 0 0 56 95 95
13803
githubmilind
mcp-weather Claim
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
C 56 55 46 30 21 83 100
13804
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13805
CooKey-Monster
Ebay MCP Server Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 55 63 21 37 81 75
13806
rmasters
MCP-OpenAPI Claim 2
An MCP server that exposes HTTP methods defined in an OpenAPI specification as …
C 56 55 63 40 54 81 41
13807
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
13808
xiaobenyang-com
fund-mcp Claim
A fund knowledge base server based on Model Context Protocol (MCP), providing q…
C 56 64 72 65 0 45 95 56
13809
Jimmy974
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
C 56 55 54 31 22 81 88
13810
David3u
MCP Plus Claim
A lightweight MCP server that enhances AI agents with tools for codebase analys…
C 56 55 54 31 22 81 90
13811
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13812
ptrst102
pokemon-gen3-calc-mcp Claim 1
An MCP server that enables accurate status and damage calculations for third-ge…
C 56 55 57 65 46 84 22
13813
ClearMind1
minio_mcp Claim
A FastMCP-based server that enables uploading text and base64-encoded content t…
C 56 55 48 33 27 82 87
13814
A-Proof
Provides a secure workspace for AI-driven file management and Python script exe…
C 56 66 90 40 0 25 74 100
13815
dodangnguyen96
Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…
C 56 55 48 25 24 81 100
13816
purmemo-ai
purmemo Claim
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
C 56 66 96 10 0 68 80 90
13817
AIGC-Hackers
mcpx Claim
苹果 MCP 工具 ✅
C 56 66 90 10 0 81 82 83
13818
Sakshee5
JobApply MCP Server Claim 1
A Model Context Protocol server that helps with job applications by analyzing j…
C 56 55 51 26 22 81 98
13819
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13820
sitegpt
Allows AI models to interact with SourceSync.ai's knowledge management platform…
C 56 66 66 68 0 44 80 78
13821
kpanko
todoist-mcp Claim
A Python-based MCP server for Todoist that enables comprehensive task managemen…
C 56 55 66 10 N/A 30 76 98
13822
xiaobenyang-com
Hugeicons Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 64 72 66 0 45 95 55
13823
pinzonjulian
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
C 56 55 45 27 26 80 100
13824
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13825
ChaosXu
PyMCP Sum Server Claim
A simple MCP server that provides integer addition functionality. Enables users…
C 56 55 48 25 23 81 100
13826
MCP4Public
Look 4 Fundings Claim
Provides basic text manipulation and analysis tools including word reversal and…
C 56 66 68 65 0 27 81 91
13827
Paul-Bonneville-Labs
neemee-mcp Claim 1
MCP client library and bridge for Neemee personal knowledge management system
C 56 55 64 10 N/A 60 70 79
13828
Alex2Yang97
yahoo-finance-mcp Claim
This is a Model Context Protocol (MCP) server that provides comprehensive finan…
C 56 64 76 26 0 49 95 92
13829
trustgraph-ai
Enables web searching through DuckDuckGo and fetching content from webpages. Pr…
C 56 55 42 33 24 81 100
13830
guirguispierre
Spotify MCP Claim
Enables remote interaction with Spotify through the Model Context Protocol, all…
C 56 55 66 0 35 81 99
13831
msathiyakeerthi
Enables interaction with FHIR resources on Google Cloud Healthcare API through …
C 56 66 86 35 0 43 80 92
13832
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 54 42 38 N/A 18 95 81
13833
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13834
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13835
aryankeluskar
Search your Flashback video library with natural language to instantly find rel…
C 56 66 60 70 0 26 81 94
13836
sarunasdaujotis
Enables Large Language Models to access real-time data on Vilnius public transp…
C 56 55 68 27 13 81 80
13837
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 64 63 36 0 62 87 99
13838
Aniruddha1202
An advanced web search and scraping server that enables AI models to perform ta…
C 56 66 72 55 0 24 81 99
13839
Nuvepro-Technologies-Pvt-Ltd
Enables remote Python code execution via the Model Context Protocol for secure,…
C 56 55 54 43 25 74 81
13840
akream
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
C 56 55 54 22 23 81 100
13841
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13842
SiddheshDongare
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
C 56 66 72 43 0 43 80 100
13843
rshemtov13
Jira MCP Server Claim 1
A Model Context Protocol server that provides access to JIRA issue data stored …
C 56 55 45 43 19 76 95
13844
xiaobenyang-com
rfc-server Claim 1
An MCP server for obtaining, parsing and reading RFC documents from the ietf.or…
C 56 64 57 67 0 45 95 72
13845
TomMelt
HPC-MCP Claim
A server that provides Model Control Protocol (MCP) tools for High Performance …
C 56 54 48 17 N/A 52 82 89
13846
vuluu2k
Transforms a GitHub repository into a structured personal brain for AI to manag…
C 56 55 68 0 35 81 96
13847
ChiragAgg5k
PokeMCP Claim 1
An MCP server that provides detailed Pokémon information by integrating with th…
C 56 55 47 27 23 81 100
13848
ravinahp
Enables searching and retrieving detailed flight information using the Duffel A…
C 56 66 84 37 0 48 81 87
13849
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13850
gugga7
Enables AI assistants to discover and search authentic Moroccan tourism experie…
C 56 66 82 31 0 51 82 94
Showing 13801–13850 of 33790 servers
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