MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
raghavsharma-simpplr
Provides comprehensive access to GridStack.js functionality for building dynami…
C 64 55 86 57 N/A 25 95 40
11002
aserper
Enables interaction with Jellyseerr media request systems through natural langu…
C 64 55 68 41 28 81 96
11003
ricauts
CyberMCP Claim 2
A Model Context Protocol server designed for testing backend APIs for security …
C 64 55 63 82 56 81 29
11004
keptlive
VIN MCP Claim
Provides comprehensive vehicle reports by aggregating data from multiple public…
C 64 66 84 71 0 53 80 99
11005
OscillateLabsLLC
kiwix-mcp Claim 1
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
C 64 55 57 30 57 84 95
11006
cfdude
mcp-datetimeday Claim
A lightweight MCP server providing comprehensive date, time, and day-of-week in…
C 64 55 66 33 50 84 88
11007
Abysswalkr
PortHunter MCP Claim
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
C 64 54 42 53 N/A 44 95 85
11008
michaeldouglas
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API…
C 64 55 56 58 26 83 90
11009
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
11010
CaptainCrouton89
A starter template for building custom MCP servers that can integrate with Clau…
C 64 55 60 100 25 81 38
11011
ruudmens
Koppla Claim
Enables managing Active Directory users, groups, and computers using natural la…
C 64 54 78 46 N/A 41 90 57
11012
joergmichno
clawguard-mcp Claim
Security scanner for AI agents that detects prompt injections using 42+ regex p…
C 64 66 90 63 0 48 82 100
11013
ag2-mcp-servers
Golf v2 MCP Server Claim
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
C 64 55 60 50 21 81 100
11014
j0hanz
PromptTuner MCP Claim
Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, i…
C 64 55 72 82 35 81 34
11015
atimevil
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
C 64 55 60 62 21 81 89
11016
showfive
Provides a server utilizing Model Context Protocol to enable human-like browser…
C 64 55 78 100 21 81 19
11017
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
11018
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
11019
CaptainCrouton89
A starter template for building custom MCP servers with example implementations…
C 64 54 60 58 N/A 24 80 90
11020
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
11021
cwente25
Enables AI assistants to manage a personal markdown-based knowledge base with n…
C 64 55 54 91 N/A 32 95 37
11022
BuildASpacePro
Enables satellite orbital mechanics calculations including visibility predictio…
C 64 55 78 38 20 81 92
11023
harshaneigapula
iOS MCP Server Claim
Allows LLMs to access, scan, and search photos on connected iOS devices via USB…
C 64 54 60 46 N/A 22 90 96
11024
SpaceStation09
Provide identity linkage and analysis by querying user-related information acro…
C 64 54 50 62 N/A 15 95 90
11025
imrnbeg
Jira MCP Server Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 55 84 25 25 81 96
11026
jzinno
Biomart MCP Claim 1
A Model Context Protocol server that interfaces with Biomart databases, allowin…
C 64 54 53 33 N/A 42 92 100
11027
MITHRAN-BALACHANDER
Blender MCP Bridge Claim 1
Enables remote control of Blender via the Model Context Protocol, allowing user…
C 64 54 70 33 N/A 43 80 92
11028
Stesm
Gemini MCP Server Claim
Enables integration with Gemini AI through Claude Code, providing tools to exec…
C 64 54 80 57 N/A 21 95 51
11029
kukapay
web3-jobs-mcp Claim 1
An MCP server that provides AI agents with real-time access to curated Web3 job…
C 64 55 61 45 38 82 91
11030
txn2
mcp-trino Claim 1
MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.
C 64 64 79 41 0 87 95 94
11031
PranayChowdhury00
Connects with Google Calendar API to fetch calendar events for specific dates t…
C 64 55 54 66 21 81 92
11032
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11033
flycun
Enables AI models to retrieve user geolocation information using EdgeOne Pages …
C 64 55 66 30 39 82 100
11034
Xutaotaotao
mcp-get-installed-apps
C 64 54 66 20 N/A 37 95 100
11035
backsoul
A server that implements the Model Context Protocol for managing dynamic forms,…
C 64 54 54 55 N/A 27 89 91
11036
SAK1337
Zerion MCP Server Claim
Enables AI assistants to access cryptocurrency portfolio management, DeFi posit…
C 64 55 54 82 49 81 48
11037
imohuan
An MCP server for intelligent novel processing that enables precise token-based…
C 64 55 33 82 N/A 42 95 65
11038
johnnyinlee
An MCP (Model-Controller-Processor) server for accessing League of Legends clie…
C 64 54 62 31 N/A 34 95 95
11039
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 66 96 62 0 40 81 98
11040
patgpt
Cosmic MCP Server Claim
A production-ready Model Context Protocol server for interacting with Cosmic he…
C 64 55 72 10 64 83 95
11041
ReyNeill
Kontxt MCP Server Claim 1
A Model Context Protocol server that connects AI clients to local code reposito…
C 64 54 71 41 N/A 21 87 91
11042
wondermuttt
A Model Context Protocol server that provides LLMs with access to Georgia Tech'…
C 64 55 85 31 21 81 91
11043
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
11044
nbrain-team
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
C 64 55 54 63 25 81 92
11045
bensinclair
Weather MCP Server Claim 1
A Model Context Protocol server that retrieves current weather information for …
C 64 55 59 100 20 81 41
11046
samihalawa
Edge TTS MCP Claim
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
C 64 55 54 52 44 81 90
11047
ecfaria
todoist-mcp Claim 1
MCP server for Todoist task management integration
C 64 64 85 73 0 45 83 95
11048
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
11049
xiaw1024
MCP Nexus Claim
A unified search and extraction MCP server hosted on Cloudflare Workers that in…
C 64 55 72 43 27 78 92
11050
connectaman
PitchLense MCP Claim
Enables comprehensive AI-powered startup investment risk analysis across 9 cate…
C 64 55 72 30 67 81 71
Showing 11001–11050 of 50103 servers
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