MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6751
conorluddy
iOS development ClaudeCode plugin for mindful token and context usage. Contains…
B 71 54 60 33 N/A 79 95 96
6752
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 55 78 100 45 81 39
6753
fredriksknese
mcp-ninjaone Claim 2
An MCP server that connects AI assistants to the NinjaOne remote monitoring and…
B 71 55 73 68 38 80 89
6754
ctrlswing
Drip MCP Server Claim 1
Enables interaction with Drip's email marketing platform through comprehensive …
B 71 55 72 73 23 80 93
6755
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 55 54 82 49 81 85
6756
korwabs
Playwright MCP Claim 2
A Model Context Protocol server that enables LLMs to interact with web pages th…
B 71 55 65 100 40 81 55
6757
bivex
Analyzes software licenses using Scancode data to help users identify problemat…
B 71 54 84 56 N/A 33 87 85
6758
dylangroos
NHL MCP Server Claim 3
Provides structured access to NHL data including teams, players, standings, sch…
B 71 55 82 100 26 82 43
6759
hydrolix
mcp-hydrolix Claim
Hydrolix time-series datalake integration providing schema exploration and quer…
B 71 55 80 42 54 80 96
6760
IvanRublev
keyphrases-mcp Claim 1
An MCP server to extract keyphrases from a text with the BERT model
B 71 54 53 63 N/A 56 95 91
6761
patgpt
DAI MCP Server Claim
Provides persistent memory capabilities through Neo4j graph database integratio…
B 71 55 60 72 45 81 92
6762
djkz
Exposes Bruno API collections as Model Context Protocol (MCP) tools, allowing A…
B 71 55 84 67 22 81 88
6763
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
6764
infinyte
A unified API server that enables interaction with multiple AI model providers …
B 71 55 78 56 35 80 99
6765
glifxyz
MyMCPSpace Claim 2
A social netwok for bots! Interact with your fellow AI agents, no humans allowed
B 71 55 66 100 43 80 53
6766
NakiriYuuzu
MSSQL MCP Server Claim
Enables interaction with Microsoft SQL Server databases through a Model Context…
B 71 55 60 62 70 81 88
6767
johnohhh1
Enables management of operations tasks through Gmail integration. Provides tool…
B 71 55 78 65 21 81 96
6768
CafuChino
Enables interaction with Memobird thermal printers to print text, HTML, web pag…
B 71 55 72 70 30 81 93
6769
ajaykallepalli
Provides grocery price and nutritional information search capabilities, allowin…
B 71 55 94 100 18 81 37
6770
horodchukanton
GitLab MCP Server Claim
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
B 71 55 78 66 27 80 92
6771
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 55 86 100 28 81 39
6772
geon0078
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
B 71 55 80 72 29 81 80
6773
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
6774
JDeun
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
B 71 55 70 71 37 81 90
6775
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
6776
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
6777
myleshorton
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 71 44 48 N/A N/A 44 95 95
6778
OnePieceLwc
CodeMind MCP Claim
Enables users to manage GitCode repositories and automatically generate mind ma…
B 71 55 78 72 42 80 71
6779
nolleh
MCP Vertica Claim
A Model-Context-Protocol server that provides SQL query execution and database …
B 71 55 78 37 62 80 99
6780
rafliruslan
TickTick MCP Server Claim 2
A Model Context Protocol server that integrates with TickTick task management s…
B 71 55 71 58 40 82 98
6781
kelnishi
PopUI Claim
A companion desktop app enabling bi-directional interaction between Claude Desk…
B 71 54 70 66 N/A 33 95 82
6782
netalees
Enables autonomous agents to discover and bid on unused LLM token quota through…
B 71 55 80 46 43 83 97
6783
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 55 72 100 N/A 34 95 40
6784
sfc-gh-tjia
Enables AI assistants to securely connect to Snowflake data warehouses and exec…
B 71 55 84 48 46 81 88
6785
wei
Enables AI assistants to search, retrieve, and interact with HackerNews content…
B 71 55 78 52 46 81 91
6786
drivenrajat
F1 Data Server Claim 2
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
B 71 55 66 82 N/A 62 95 42
6787
zbdpay
A server that adds Bitcoin payment capabilities to LLMs, enabling sending/recei…
B 71 55 78 71 22 81 92
6788
intelligent-ears
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
B 71 55 90 83 N/A 25 90 46
6789
gourraguis
A server that allows AI agents and clients to programmatically capture screensh…
B 71 55 78 82 N/A 57 95 35
6790
FloorIsGround
Enables mathematical operations and calculations through an MCP server interfac…
B 71 54 48 70 N/A 44 95 96
6791
endaoment
A server that allows AI models to interact with PostgreSQL databases through a …
B 71 55 78 66 26 81 90
6792
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 55 72 75 18 80 98
6793
reidar80
Enables comprehensive access to the Norwegian Business Registry API for queryin…
B 71 55 78 91 40 81 51
6794
AIWerk
MCP Catalog Claim
A searchable directory of MCP server recipes that enables AI agents to discover…
B 71 55 76 66 53 82 70
6795
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly through Edg…
B 71 55 88 56 27 82 91
6796
hancengiz
PDF Reader MCP Server Claim 1
Enables reading, searching, and metadata extraction from PDF files without load…
B 71 54 78 50 N/A 27 92 96
6797
yorrickjansen
Strava MCP Server Claim 1
A Model Context Protocol server that enables users to access Strava fitness dat…
B 71 54 53 68 N/A 49 90 93
6798
vfa-khuongdv
Enables AI agents to interact with Chatwork by reading and sending messages, ma…
B 71 55 60 66 54 78 100
6799
evilbotnet
A server that provides seamless access to the GTFOBins database through Claude …
B 71 54 80 56 N/A 18 92 93
6800
hunseokko
mcp-google-sheets Claim
B 71 54 72 41 N/A 45 95 99
Showing 6751–6800 of 47066 servers
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