MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
901
SaptaDey
A scientific reasoning framework that leverages graph structures and the Model …
B 81 55 96 76 58 78 88
902
TheDigitalNinja
Fitbit MCP Server Claim 1
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
B 81 54 79 75 N/A 64 95 91
903
jasperjeje
A powerful MCP tool that converts Markdown documents into beautiful knowledge c…
B 81 54 96 58 N/A 45 95 100
904
hmk
box-mcp-server Claim 1
Box integration for listing, reading and searching files
B 81 55 94 67 64 80 95
905
sandst1
remind Claim
A memory layer for AI Agents
B 81 44 68 N/A N/A 66 95 96
906
k4cper-g
fumadocs-mcp Claim 1
An MCP (Model Context Protocol) server that provides AI tools with access to Fu…
B 81 55 74 100 47 84 89
907
rianvdm
lastfm-mcp Claim 2
A Model Context Protocol (MCP) server for Last.fm. Gives AI assistants access t…
B 81 54 55 100 54 95 99
908
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
B 81 54 72 62 N/A 87 92 97
909
gander-tools
MCP server for querying and validating OpenStreetMap tags
B 81 54 85 63 N/A 81 95 81
910
AshtonVaughan
AgentBrowser Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 54 96 70 N/A 30 95 99
911
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
912
f4ww4z
mcp-mysql-server Claim 1
Node.js-based MySQL database integration that provides secure MySQL database op…
B 81 54 96 60 N/A 50 89 100
913
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
914
luvl
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
B 81 55 94 71 50 81 99
915
jellewas
EU Audit Trail Claim 1
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
B 81 55 66 82 N/A 75 90 93
916
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
917
Ansvar-Systems
moroccan-law-mcp Claim 1
Moroccan legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
918
hyperpolymath
BoJ-server Claim
Unified capability catalogue with formally verified cartridges, distributed com…
B 81 54 90 51 N/A 75 90 97
919
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
920
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
921
netmexmedia
Netmex MCP Claim
A lightweight and extendable MCP server toolkit that allows developers to build…
B 81 55 78 87 N/A 31 95 100
922
mcpware
pagecast Claim
Record any browser page as GIF or video. AI-driven demo recording with scroll/c…
B 81 44 60 N/A N/A 78 95 94
923
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
924
mixelpixx
An MCP (Model Context Protocol) server that provides Google search capabilities…
B 81 55 100 75 48 78 91
925
Promptly-Technologies-LLC
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
B 81 55 96 100 N/A 48 92 52
926
dj-pearson
Enables comprehensive management of self-hosted Supabase instances on Coolify, …
B 81 55 86 71 72 77 98
927
PuroDelphi
MCP Firebird Claim
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
B 81 55 96 52 86 82 90
928
luno
Luno MCP Server
B 81 55 86 66 73 81 99
929
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
930
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
931
VoCoufi
Captures and organizes structured markdown notes from Claude Code sessions with…
B 81 54 94 52 N/A 75 95 89
932
neelsomani
web2mcp Claim
Generate an MCP for any web app
B 81 54 96 63 N/A 43 95 95
933
IBM
chuk-mcp-celestial Claim
Provides authoritative astronomical data including moon phases, solar eclipses,…
B 81 66 84 66 85 76 84 92
934
graphistry
Graphistry MCP Claim 1
GPU-accelerated graph visualization and analytics server for Large Language Mod…
B 81 55 90 82 56 81 90
935
angiejones
MCP Selenium Claim
Enables browser automation using the Selenium WebDriver through MCP, supporting…
B 81 54 80 61 N/A 81 88 100
936
ashah360
doordash-mcp Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
B 81 44 84 N/A N/A 32 95 99
937
oil-oil
Better Writer MCP Claim 1
Generates natural, fluent Chinese content that reads like human writing using t…
B 81 55 78 100 48 81 91
938
paulbreuler
limps Claim
A document and planning layer for AI assistants. Point limps at any folder for …
B 81 54 90 55 N/A 71 94 92
939
ctaylor86
gohighlevel-mcp Claim
B 81 64 84 86 88 34 84 94
940
Smart-AI-Memory
memdocs Claim
Git-native project memory for AI assistants with enterprise-grade audit complia…
B 81 54 94 58 N/A 78 83 92
941
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
942
yeominux
md-feedback Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 44 72 N/A N/A 60 95 95
943
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 66 90 92 90 23 81 89
944
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
945
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
946
BradA1878
Enables AI assistants to generate and control real-time audio synthesis through…
B 81 55 84 100 N/A 25 95 85
947
render-oss
render Claim
Interact with your Render resources via LLMs.
B 81 55 82 67 76 85 97
948
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 55 90 91 43 81 90
949
jezweb
A production-ready template for building MCP servers on Cloudflare Workers with…
B 81 55 96 71 58 82 91
950
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
Showing 901–950 of 66402 servers
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