MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10451
mhalle
Datasette MCP Claim 1
A Model Context Protocol server that provides read-only access to Datasette ins…
C 65 55 65 51 24 82 94
10452
fatwang2
search1api-mcp Claim
Search via search1api (requires paid API key)
C 65 66 84 68 0 74 81 91
10453
fourcolors
Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants,…
C 65 55 60 57 24 81 96
10454
UnitVectorY-Labs
A lightweight, configuration-driven MCP server that exposes curated GraphQL que…
C 65 55 66 45 78 77 64
10455
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10456
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 54 78 33 N/A 28 90 85
10457
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 55 70 31 53 82 91
10458
suriyaprakash-25
Enables automated posting of videos to YouTube Shorts and Instagram Reels with …
C 65 55 60 68 16 81 90
10459
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10460
adhikasp
mcp-git-ingest Claim 1
Read and analyze GitHub repositories with your LLM
C 65 54 60 30 N/A 42 92 100
10461
radial-hks
MCP Unreal Server Claim
A server implementation that enables remote Python code execution in Unreal Eng…
C 65 55 96 33 22 80 77
10462
markuskreitzer
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
C 65 54 72 31 N/A 29 92 92
10463
PovedaAqui
Auto-Snap MCP Claim
A server that automates screenshot capture and document processing, allowing us…
C 65 54 60 33 N/A 41 95 96
10464
agent-network-protocol
Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Pro…
C 65 64 90 70 0 58 95 73
10465
xiruatms
A lab demonstrating how to deploy a Model Context Protocol (MCP) server and int…
C 65 55 48 55 41 81 100
10466
Danushkumar-V
An MCP server that integrates with Discord to provide AI-powered features.
C 65 66 81 75 0 53 80 99
10467
monteslu
vibe-eyes Claim
description: "An MCP server that enables LLMs to 'see' what's happening in br…
C 65 55 72 70 N/A 54 90 31
10468
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10469
evenli01
Provides tools for common file processing operations including reading files, l…
C 65 55 54 58 26 81 100
10470
trevorwelch
Provides access to Fathom meeting recordings, enabling users to list meetings w…
C 65 55 68 42 30 82 96
10471
jamiesonio
Provides a Model Context Protocol server implementation that allows AI agents a…
C 65 55 64 43 40 82 93
10472
yesdevcn
YesDev MCP Server Claim
Automatically logs developer work hours and manages tasks, projects, requiremen…
C 65 55 68 100 25 81 35
10473
codingthefuturewithai
Screenshot MCP Server Claim 2
Enables AI tools to capture and process screenshots of a user's screen, allowin…
C 65 54 78 30 N/A 16 92 100
10474
menyoung
paperqa-mcp-server Claim
Give Claude the ability to read, search, and synthesize across your entire PDF …
C 65 54 60 32 N/A 43 92 97
10475
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10476
MarveleE
RAP2 MCP Server Claim
Enables AI assistants to access and search RAP2 API documentation, allowing use…
C 65 55 80 75 51 81 28
10477
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 54 60 58 N/A 10 89 95
10478
rigzindorje
An auto-generated Model Context Protocol Server that enables interaction with G…
C 65 54 60 50 N/A 21 95 93
10479
moosin76
Provides tools for AI assistants to explore and interact with MariaDB databases…
C 65 55 80 61 22 78 71
10480
RobinBreugelmans-S
Enables checking npm packages for known security vulnerabilities using the OSV …
C 65 55 54 62 25 81 97
10481
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
10482
mikeysrecipes
MCP OpenVision Claim 1
A Model Context Protocol server that enables AI assistants to analyze images us…
C 65 55 57 47 52 81 91
10483
CarlosIbCu
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
C 65 54 72 31 N/A 19 95 100
10484
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10485
shukwong
gnomAD MCP Server Claim
Enables AI assistants to query genetic variant data, gene constraints, and popu…
C 65 55 90 75 22 81 38
10486
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 55 68 82 52 81 33
10487
HundunOnline
mcp-agent-forge
C 65 55 66 36 56 81 87
10488
neep305
Integrates Google Tag Manager with Claude to automate the creation and manageme…
C 65 55 84 38 22 77 91
10489
Xumingmingming
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
C 65 55 60 67 41 81 68
10490
slawekradzyminski
A server that provides a website fetching tool via SSE transport, allowing user…
C 65 55 60 52 26 80 99
10491
tim-akkio
A general-purpose MCP server that provides utility tools for echo, date/time, a…
C 65 55 72 38 24 82 100
10492
MoralisWeb3
Moralis MCP Server Claim
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
C 65 55 84 57 50 81 44
10493
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
10494
dearcloud09
Logseq MCP Server Claim 2
Enables AI assistants like Claude to directly read, write, search, and navigate…
C 65 54 86 66 N/A 31 90 36
10495
yuki777
MySQL MCP Server Claim 1
A tool that connects to local MySQL databases and enables large language models…
C 65 54 72 58 N/A 32 90 62
10496
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10497
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10498
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10499
commercetools
Enables AI agents to interact with commercetools APIs to manage products, categ…
C 65 55 84 45 51 81 57
10500
BACH-AI-Tools
Calculator MCP Claim
Provides mathematical computation capabilities including basic arithmetic opera…
C 65 55 80 36 27 81 91
Showing 10451–10500 of 66495 servers
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