MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10451
zchaffee1
MCP Server Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 54 60 31 N/A 37 95 99
10452
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 55 66 46 64 81 70
10453
ravikant1918
Upstox MCP Server Claim 1
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
C 65 55 57 43 N/A 61 80 88
10454
lordbasilaiassistant-sudo
base-price-oracle-mcp Claim 2
MCP server for real-time token prices on Base from on-chain DEX pools.
C 65 55 51 100 N/A 34 95 33
10455
Three-Little-Birds
Enables control system analysis and testing through PID controller evaluation a…
C 65 55 48 70 45 81 79
10456
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 55 72 30 39 82 98
10457
jimmyjoe009
OpenF1 MCP Server Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 55 84 28 19 83 100
10458
afrise
Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude …
C 65 54 64 33 N/A 45 92 90
10459
JacksCodeVault
Provides AI assistants with access to comprehensive Safaricom Daraja API docume…
C 65 55 72 41 43 81 86
10460
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10461
AkekaratP
Provide comprehensive flight and accommodation search capabilities using the Du…
C 65 55 88 82 N/A 23 81 30
10462
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10463
keyurgolani
MCP Color Server Claim 1
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
C 65 55 84 57 52 81 41
10464
zinja-coder
jadx-mcp-server Claim 1
MCP server for JADX-AI Plugin
C 65 54 53 33 N/A 60 92 92
10465
gotalab
A server that enables executing and validating SQL queries against Google BigQu…
C 65 55 60 100 20 81 47
10466
aallsbury
qb-time-mcp-server Claim 1
Provides unified access to QuickBooks Time API functionality. This server conso…
C 65 55 82 43 36 78 79
10467
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10468
Grandbusta
Solana MCP Server Claim 1
A server that enables interaction with the Solana blockchain using your own pri…
C 65 54 66 57 N/A 30 87 77
10469
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10470
langcare
langcare-mcp-fhir Claim
An MCP FHIR server written in Go for EMR systems like Epic and Cerner
C 65 64 96 41 0 74 92 94
10471
sjanaX01
weather-mcp-server Claim
weather-mcp-server
C 65 55 62 41 44 81 99
10472
tarun7r
An MCP server for fetching cricket data from Cricbuzz, including player statist…
C 65 55 57 53 38 81 96
10473
seansoreilly
ABS MCP Server Claim 3
An MCP server that provides AI assistants with access to Australian Bureau of S…
C 65 55 71 58 18 82 85
10474
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
10475
jigarbhoye04
MATLAB MCP Server Claim
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
C 65 54 66 31 N/A 43 95 88
10476
dawnslab
jebmcp Claim
C 65 54 66 40 N/A 24 95 95
10477
ollimenzel
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
C 65 55 45 55 47 81 100
10478
edisoncruz
Provides structured access to actionable insights, frameworks, and leadership a…
C 65 54 70 22 N/A 45 92 95
10479
dreyfus92
An MCP server that provides AI assistants with access to Astro documentation, e…
C 65 54 63 40 N/A 20 95 100
10480
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10481
mohdhaji87
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
C 65 55 66 82 N/A 29 95 40
10482
Aeven-AI
Nano Banana Claim
Generate, edit, and restore images using natural language prompts through the G…
C 65 66 80 67 0 73 81 96
10483
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10484
funwarioisii
Cosense MCP Server Claim 2
An MCP server that allows Claude to access pages from Cosense projects, support…
C 65 54 63 48 N/A 19 95 90
10485
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 54 60 38 N/A 45 95 86
10486
SharhadBashar
Enables querying and analysis of SEC filing documents through natural language.…
C 65 55 68 52 16 81 98
10487
9nate-drake
mcp-yfinance Claim 2
MCP Server for fething yfinance financial data into Claude Desktop
C 65 54 75 50 N/A 11 91 83
10488
avi892nash
PureScript MCP Server Claim 1
A Model Context Protocol server that provides PureScript development tools for …
C 65 54 63 33 N/A 52 90 90
10489
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
10490
XiangWanggithub
Enables AI assistants to manage Gmail accounts through natural language for tas…
C 65 55 60 43 43 80 100
10491
dkb12138ggg
A powerful AI service platform that provides complete MCP tool calling capabili…
C 65 55 74 33 41 81 93
10492
creating-cat
Utilizes the Google Gemini API to generate context-specific categories and dive…
C 65 55 66 67 62 81 43
10493
Wolfe-Jam
grok-faf-mcp Claim
First MCP server for Grok. URL-based AI context using IANA .faf format.
C 65 64 84 63 0 82 95 75
10494
ishaangupta-YB
A template for deploying custom MCP servers on Cloudflare Workers without authe…
C 65 55 56 70 24 81 83
10495
Diegoval-Dev
A minimal Model Context Protocol server that provides basic utility tools inclu…
C 65 54 74 36 N/A 16 95 93
10496
tistaharahap
Binance MCP Server Claim
Enables interaction with Binance cryptocurrency exchange through API integratio…
C 65 55 60 57 18 81 100
10497
bradthebeeble
CodeRabbit MCP Server Claim 1
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
C 65 66 90 73 0 46 80 99
10498
Pranesh-2005
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
C 65 55 60 58 16 81 99
10499
BACH-AI-Tools
Zoopla MCP Server Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 55 56 100 45 81 35
10500
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
Showing 10451–10500 of 30006 servers
« Prev 1 208 209 210 211 212 601 Next »