MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9001
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
9002
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
9003
openreview
Exposes the structure and documentation of the openreview-py library, enabling …
C 68 55 86 36 29 81 97
9004
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
9005
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
9006
FactrueSolin
api-test-mcp Claim
api-test-mcp
C 68 55 74 62 39 81 75
9007
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
9008
parikshitBoxtalk
An MCP server for interacting with SQL Server databases that enables schema ins…
C 68 55 77 58 27 77 93
9009
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
9010
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
9011
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
9012
emilioSp
Provides seamless access to iRacing's racing simulation data, enabling AI assis…
C 68 55 62 72 51 80 71
9013
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
9014
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
9015
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
9016
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
9017
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
9018
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
9019
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 54 78 45 N/A 21 95 89
9020
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
9021
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
9022
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
9023
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
9024
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
9025
madhusudan992844-alt
A Cloudflare Workers-based MCP server that enables secure remote connections us…
C 68 55 60 68 30 78 97
9026
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
9027
latecheckout
Enables content generation and style application using Jasper AI's marketing pl…
C 68 55 60 66 29 81 98
9028
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
9029
samgwd
DiSH MCP Server Claim
Enables interaction with the DiSH room booking platform to search availability,…
C 68 54 76 43 N/A 29 92 90
9030
usensedata
Usense Data API now supports the MCP protocol, enabling easy enterprise data ac…
C 68 55 64 65 24 81 99
9031
arthurcolle
Substack MCP Server Claim 1
Enables AI tools to programmatically manage Substack content, including creatin…
C 68 55 90 74 N/A 24 90 39
9032
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 55 72 61 30 76 92
9033
Opti-kjh
Palette MCP Claim
Converts Figma designs to React/Vue code using existing Design System component…
C 68 55 72 68 58 81 54
9034
hthuong09
PostgreSQL MCP Server Claim 2
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 68 55 65 52 60 76 90
9035
jamie7893
Enables LLMs to perform statistical analysis and generate ML predictions on use…
C 68 55 72 70 19 81 85
9036
miames
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
C 68 55 78 53 22 81 97
9037
kevinbin
A Model Context Protocol server that enables AI models to interact with MySQL d…
C 68 55 69 61 23 80 95
9038
kajidog
VOICEVOX TTS MCP Claim
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
C 68 55 80 32 54 81 91
9039
kiralyzoltan98
Enables AI to monitor and analyze local system processes through custom tools. …
C 68 55 68 75 N/A 21 95 68
9040
sachitrafa
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
C 68 54 78 53 N/A 30 80 92
9041
zengxiaolou
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
C 68 54 54 58 N/A 40 95 92
9042
valk-ryx
imap-mcp Claim
C 68 55 66 82 N/A 51 95 35
9043
BhavinPatel04
Weather MCP Server Claim
Provides access to National Weather Service (NWS) data, enabling users to retri…
C 68 55 68 100 42 81 37
9044
z23cc
Kagi MCP Server Claim 1
Enables integration with Kagi search engine services including web search, cont…
C 68 55 66 75 21 76 89
9045
ctoouli
MCP Stock Market Claim
A Model Context Protocol tool that retrieves daily stock market data for any st…
C 68 55 66 100 38 81 43
9046
agent-hanju
char-index-mcp Claim 1
Precise character-level string indexing for LLMs. Provides tools for finding, e…
C 68 55 60 53 43 84 100
9047
hoihosick
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
C 68 54 72 53 N/A 21 90 91
9048
gxjansen
Transistor Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 64 90 73 0 47 95 99
9049
matbanik
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
C 68 54 60 41 N/A 70 90 85
9050
realmindsai
A flexible MCP server that enables users to define and execute arbitrary comman…
C 68 55 84 87 N/A 19 95 35
Showing 9001–9050 of 67197 servers
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