MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10651
crowdcent
Enables AI assistants to interact with CrowdCent's prediction challenges, allow…
C 65 55 62 41 40 80 99
10652
frontalinilucas
saij-mcp Claim 1
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
C 65 55 66 35 48 83 93
10653
tcpipuk
MCP Server Claim 1
A server that enables AI assistants like Claude to safely run Python code and a…
C 65 55 90 32 43 82 72
10654
voitta-ai
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
C 65 54 84 23 N/A 19 95 92
10655
rickyb30
DataPilot MCP Server Claim 2
A Model Context Protocol server that enables natural language interaction with …
C 65 55 63 82 39 81 52
10656
prestonfong
A TypeScript server that provides web search and content fetching capabilities …
C 65 55 86 35 23 81 90
10657
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10658
JahidHasanCO
DeviceMCP Claim
Provides cross-platform device information including system specs, battery stat…
C 65 54 54 47 N/A 27 95 100
10659
formulahendry
MCP Server for MCP Registry to discover and search for available MCP servers in…
C 65 54 47 61 N/A 33 92 91
10660
r3-yamauchi
Enables safe management of MCP server configuration files for AWS Q Developer a…
C 65 54 54 72 N/A 41 92 58
10661
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10662
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 54 60 37 N/A 30 94 100
10663
LelonDelonMelon
DiagramMCP Claim
Enables the dynamic generation of various software development diagrams, such a…
C 65 55 72 56 16 81 90
10664
huanongfish
ArXiv MCP Server Claim 1
Enables AI assistants to search and access arXiv research papers through a simp…
C 65 55 78 74 43 81 38
10665
janswist
mcp-dexscreener Claim
Real-time on-chain market prices using open and free Dexscreener API
C 65 55 60 67 29 82 81
10666
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10667
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10668
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10669
Sasuke-inu
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
C 65 55 72 35 40 81 93
10670
benzinamohamed
A structured tool that enables multiple AI agents to simulate reflective debate…
C 65 55 72 56 19 81 85
10671
ronniemh
Phrases MCP Server Claim
An elegant MCP server that lets users manage inspirational phrases directly thr…
C 65 55 60 60 19 81 99
10672
Diegoval-Dev
A minimal Model Context Protocol server that provides basic utility tools inclu…
C 65 54 74 36 N/A 16 95 93
10673
tamago-labs
XRPL MCP Claim
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
C 65 55 54 68 28 76 95
10674
vikrantsinghsikarwar
A Model Context Protocol (MCP) server that enables integration of joke delivery…
C 65 55 48 55 41 81 100
10675
shengshengshengbuxi
MySQL MCP Server Claim
Enables interaction with MySQL databases through the Model Context Protocol, al…
C 65 55 60 68 31 76 85
10676
ChavezAILabs
KSJ MCP Server Claim
Converts handwritten journal photos into a searchable, AI-powered local knowled…
C 65 54 72 33 N/A 30 92 91
10677
KevoDB
KevoDB MCP Server Claim
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
C 65 55 66 37 40 81 99
10678
JonoCX
Strava MCP Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 54 60 38 N/A 39 95 90
10679
Yutarop
ros-mcp Claim
MCP server that supports ROS2 topics, services, and actions communication, and …
C 65 54 66 38 N/A 47 84 89
10680
markswendsen-code
tacobell Claim 2
MCP server for Taco Bell - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 89 99
10681
alexandresanlim
Mempool MCP Server Claim 1
A Model Context Protocol server that provides real-time Bitcoin blockchain and …
C 65 55 45 100 41 81 49
10682
MeterLong
Doc/docx-MCP Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
C 65 54 76 28 N/A 18 95 98
10683
handoing
A lightweight MCP service that enables programmatic downloading of Instagram vi…
C 65 55 68 100 N/A 20 89 26
10684
niahZheng
An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…
C 65 55 57 71 33 76 82
10685
dan24ou-cpu
palate-mcp-server Claim 2
MCP server for Palate Network — query trust-weighted venue recommendations from…
C 65 55 45 68 32 80 96
10686
netflyapp
Enables management of FluentCRM marketing automation directly from Cursor, incl…
C 65 55 94 65 28 81 39
10687
rahulthedevil
Jira-Context-MCP Claim
MCP server to provide Jira Tickets information to AI coding agents like Cursor
C 65 55 72 35 45 81 91
10688
ilil1
FastAPI MCP SSE Claim
Demonstrates how to integrate Model Context Protocol with Server-Sent Events (S…
C 65 55 76 66 44 81 46
10689
tim-akkio
A general-purpose MCP server that provides utility tools for echo, date/time, a…
C 65 55 72 38 24 82 100
10690
functicons
A backend service that provides accurate arithmetic calculation capabilities to…
C 65 55 66 43 34 81 96
10691
qiao-925
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
C 65 55 72 70 N/A 32 95 44
10692
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10693
basicbill
Provides real-time access to official aviation weather data including METARs, T…
C 65 55 72 41 25 82 96
10694
automation-ai-labs
MCP-Wait Claim
A simple MCP server that provides waiting functionality to pause until other ta…
C 65 55 60 100 25 84 40
10695
heok-yongssun
FreeCAD MCP Claim
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
C 65 55 74 28 47 81 96
10696
apspan
Exposes the Fathom AI meeting intelligence API to Claude, allowing users to lis…
C 65 55 54 61 30 81 95
10697
BlackSand-Software
HubSpot MCP Claim
Provides standardized access to HubSpot CRM API for managing contacts, companie…
C 65 55 62 82 53 81 42
10698
jlsookiki
Secondhand MCP Claim 1
Enables AI assistants to search secondhand marketplaces (Facebook Marketplace, …
C 65 64 79 61 0 65 95 95
10699
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10700
rflpazini
mcp-api-gateway Claim
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
C 65 55 90 57 N/A 24 86 51
Showing 10651–10700 of 57357 servers
« Prev 1 212 213 214 215 216 1148 Next »