MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10701
mohalmah
Provides integration with the Google Apps Script API, allowing management of sc…
C 65 5⁄5 ◉ ⏳ 78 82 — 25 81 40
10702
nogu66
Enables generation of Satori syntax templates for creating engaging 140-charact…
C 65 5⁄5 ◉ ⏳ 72 83 N/A 40 95 19
10703
Piesson
Enables AI agents to take breaks and manage stress levels through various休息 act…
C 65 5⁄4 ◉ ⏳ 72 32 N/A 23 95 97
10704
pipeworx-io
Provides world country data from the REST Countries API, enabling search by nam…
C 65 5⁄5 ◉ ⏳ 94 0 — 47 81 100
10705
fabiovige
An MCP server for MySQL that enables users to execute SQL queries, inspect tabl…
C 65 5⁄5 ◉ ⏳ 57 60 — 31 80 91
10706
burnssa
Afterpaths ⚡ Claim
Session memory for AI coding agents. Search past sessions, extract rules, and t…
C 65 5⁄4 ◉ ⏳ 66 52 N/A 31 77 92
10707
appricos
mcp-pushinator ⚡ Claim
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
C 65 5⁄5 ◉ ⏳ 54 62 — 41 76 91
10708
jackzengh
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 65 5⁄5 ◉ ⏳ 60 62 — 27 82 89
10709
jlsookiki
Secondhand MCP ⚡ Claim 1
Enables AI assistants to search secondhand marketplaces (Facebook Marketplace, …
C 65 6⁄4 ◉ ⏳ 79 61 0 65 95 95
10710
shukwong
gnomAD MCP Server ⚡ Claim
Enables AI assistants to query genetic variant data, gene constraints, and popu…
C 65 5⁄5 ◉ ⏳ 90 75 — 22 81 38
10711
vltansky
GlitchTip MCP Server ⚡ Claim 1
Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and…
C 65 5⁄5 ◉ ⏳ 68 100 — 25 76 41
10712
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 5⁄5 ◉ ⏳ 74 40 — 23 81 98
10713
ravikant1918
Upstox MCP Server ⚡ Claim 1
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
C 65 5⁄5 ◉ ⏳ 57 43 N/A 61 80 88
10714
alicankiraz1
Cursor n8n Builder ⚡ Claim
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
C 65 6⁄6 ◉ ⏳ 92 68 0 53 80 95
10715
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 5⁄5 ◉ ⏳ 82 36 — 30 81 86
10716
ycyun
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
C 65 5⁄5 ◉ ⏳ 78 82 — 36 81 30
10717
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 5⁄5 ◉ ⏳ 70 31 — 53 82 91
10718
benhaotang
A server that provides access to Mathematica documentation through FastMCP, ena…
C 65 5⁄4 ◉ ⏳ 66 35 N/A 36 95 88
10719
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 5⁄5 ◉ ⏳ 60 32 — 63 81 95
10720
menyoung
paperqa-mcp-server ⚡ Claim
Give Claude the ability to read, search, and synthesize across your entire PDF …
C 65 5⁄4 ◉ ⏳ 60 32 N/A 43 92 97
10721
Mosaictm1
An AI-powered workflow automation platform that builds and executes n8n workflo…
C 65 5⁄5 ◉ ⏳ 78 38 — 30 81 92
10722
ryanhall00
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
C 65 5⁄4 ◉ ⏳ 48 67 N/A 26 95 82
10723
formulahendry
MCP Server for MCP Registry to discover and search for available MCP servers in…
C 65 5⁄4 ◉ ⏳ 47 61 N/A 33 92 91
10724
HundunOnline
mcp-agent-forge
C 65 5⁄5 ◉ ⏳ 66 36 — 56 81 87
10725
terisuke
A simple service using Model Context Protocol (MCP) to provide weather informat…
C 65 5⁄5 ◉ ⏳ 54 100 — 43 81 39
10726
albertlab0
ghidraMCP ⚡ Claim
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
C 65 5⁄4 ◉ ⏳ 66 31 N/A 46 90 92
10727
JoseTapiaUex
An advanced MCP server that enables asynchronous downloading of YouTube videos …
C 65 5⁄4 ◉ ⏳ 60 33 N/A 42 95 96
10728
saurabhsharma2u
search-console-mcp ⚡ Claim 1
An MCP server to interact with Google Search Console and Bing Webmasters.
C 65 5⁄4 ◉ ⏳ 49 38 N/A 80 83 87
10729
kylastech
Kylas CRM MCP Server ⚡ Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 5⁄4 ◉ ⏳ 53 43 — 64 83 90
10730
abel9851
mcp-server-mariadb ⚡ Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 5⁄4 ◉ ⏳ 61 27 N/A 58 90 91
10731
mashhurs
A Model Context Protocol server that provides comprehensive tools for monitorin…
C 65 5⁄5 ◉ ⏳ 63 56 — 16 81 100
10732
shiguri-01
Fusion MCP ⚡ Claim 1
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
C 65 5⁄4 ◉ ⏳ 59 36 N/A 42 95 93
10733
JuanSebastianGB
NPM Context Agent MCP ⚡ Claim 1
Provides comprehensive contextual information about npm packages including READ…
C 65 5⁄5 ◉ ⏳ 66 82 — 46 81 40
10734
soumyadeep-ux
GSC MCP Server ⚡ Claim
Enables interaction with Google Search Console to query search analytics, inspe…
C 65 6⁄6 ◉ ⏳ 88 72 0 51 81 99
10735
hydavinci
Formula 1 Schedule ⚡ Claim
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
C 65 5⁄4 ◉ ⏳ 60 32 N/A 44 92 100
10736
alexandertsai
A simple MCP server that allows Claude to access your Telegram account to read …
C 65 5⁄4 ◉ ⏳ 60 41 N/A 40 88 92
10737
chirag127
Provides systematic thinking tools including mental models, design patterns, de…
C 65 5⁄5 ◉ ⏳ 78 82 — 31 81 34
10738
sergey-fintech
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
C 65 5⁄5 ◉ ⏳ 72 91 — 16 81 46
10739
SimonUTD
AI Cognitive Nexus ⚡ Claim
Enables dynamic creation and orchestration of hierarchical AI agent teams with …
C 65 5⁄5 ◉ ⏳ 66 61 — 24 81 81
10740
chrishart0
searchconsole-mcp ⚡ Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 5⁄5 ◉ ⏳ 64 32 — 48 83 97
10741
9nate-drake
mcp-yfinance ⚡ Claim 2
MCP Server for fething yfinance financial data into Claude Desktop
C 65 5⁄4 ◉ ⏳ 75 50 N/A 11 91 83
10742
PrateekKumar1709
PolicyGuard ⚡ Claim
Provides policy-based access control, incident tracking, and compliance monitor…
C 65 5⁄5 ◉ ⏳ 84 33 — 29 82 88
10743
ALIEX7664
An MCP server based on Puppeteer and Chrome DevTools Protocol for advanced brow…
C 65 5⁄4 ◉ ⏳ 63 26 N/A 72 95 74
10744
yuki777
MySQL MCP Server ⚡ Claim 1
A tool that connects to local MySQL databases and enables large language models…
C 65 5⁄4 ◉ ⏳ 72 58 N/A 32 90 62
10745
kokogo100
ragalgo ⚡ Claim
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
C 64 6⁄4 ◉ ⏳ 78 72 0 51 95 86
10746
zhizhuodemao
Android Proxy MCP ⚡ Claim 2
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traf…
C 64 5⁄4 ◉ ⏳ 65 31 N/A 51 90 83
10747
sasabasara
Real-time NYC subway stations, arrivals, service alerts, and route planning.
C 64 6⁄6 ◉ ⏳ 90 72 0 48 81 91
10748
shubhamprajapati7748
A Model Context Protocol server that enables AI models to interact with the Zer…
C 64 5⁄5 ◉ ⏳ 51 47 — 39 81 100
10749
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
10750
chweyun
Automatically scans and summarizes video links (YouTube, Instagram Reels) and t…
C 64 5⁄5 ◉ ⏳ 78 41 — 22 81 90
Showing 10701–10750 of 69093 servers
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