MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12851
NakanoSanku
Enables control of Android devices through ADB, allowing users to list connecte…
C 60 54 54 28 N/A 24 95 95
12852
jasonlcs
Enables interaction with Waferlock Robot services through a public REST API bri…
C 60 66 78 70 0 29 81 100
12853
kukapay
dex-metrics-mcp Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 55 45 37 40 81 100
12854
Subconscious-ai
mcp-subconscios Claim
Run conjoint experiments and causal research through AI powered behavioral simu…
C 60 64 90 41 0 36 95 93
12855
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12856
u21h2
BinDiff MCP Tool Claim
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to ana…
C 60 55 60 35 27 80 93
12857
fredpsantos33
iteratools Claim 1
40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen.…
C 60 66 90 63 0 32 77 92
12858
NodeGIS
GeoSpatial MCP Server Claim 1
A Model Context Protocol (MCP) based geographic processing server that provides…
C 60 55 48 100 39 83 19
12859
tedlikeskix
Alpaca MCP Server Claim 2
A Model Context Protocol server enabling LLMs like Claude to interact with the …
C 60 55 51 37 34 81 96
12860
tmhr1850
Backlog MCP Server Claim
Provides access to Backlog API for project management, issue tracking, and file…
C 60 55 54 87 42 81 26
12861
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12862
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12863
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12864
surajkumar0203
A simple MCP server that provides basic calculator functionality for performing…
C 60 54 48 35 N/A 24 95 95
12865
samuelbutler
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 60 55 48 56 21 81 86
12866
find-xposed-magisk
Enables interactive feedback collection through a web interface with support fo…
C 60 54 60 26 N/A 36 95 79
12867
mcp2everything
MCP2Tavily Claim 1
An MCP protocol server that enables web search functionality using the Tavily A…
C 60 55 70 42 17 82 79
12868
ramaris-app
mcp-server Claim
On-chain wallet analytics and trading strategies on Base for AI assistants
C 60 64 66 70 0 45 83 95
12869
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 55 56 82 N/A 19 95 31
12870
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12871
eisuke000111
Provides real-time access to AWS security best practices, incident response pla…
C 60 55 72 56 18 82 60
12872
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 55 42 40 44 80 100
12873
apisql-dev
apisql-mcp Claim
一个 MCP Server 连接你的所有数据库,数据库 MCP Server 的瑞士军刀。One MCP Server for all your databa…
C 60 55 84 0 N/A 41 81 93
12874
Dosugamea
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
C 60 55 48 100 41 81 22
12875
Nihilantropy
godot-mcp-docs Claim 1
MCP server for godot docs
C 60 54 41 32 N/A 40 95 97
12876
SekusRevo
Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by …
C 60 55 54 53 19 81 85
12877
kdkiss
Enables searching for job listings on the German job portal Stepstone.de with m…
C 60 66 100 58 0 22 80 86
12878
simplifier-ag
simplifier-mcp Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 54 81 40 N/A 62 83 29
12879
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12880
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
12881
courtneyr-dev
Provides AI assistants with comprehensive access to WordPress Meta Trac data, e…
C 60 66 96 51 0 31 81 93
12882
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12883
rhamsagar-sf
Enables semantic search and question-answering over FAQ documents using RAG (Re…
C 60 55 54 51 22 81 88
12884
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12885
zeloras
MyShows MCP Server Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 55 33 41 59 81 95
12886
ahramadan44
Enables checking domain name availability using WHOIS lookups and DNS resolutio…
C 60 55 60 33 19 81 100
12887
syauqi-uqi
QGISMCP Claim 1
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
C 60 55 69 27 36 69 98
12888
aplavin
julia-mcp Claim 2
MCP server for persistent Julia sessions — fast iteration without startup/compi…
C 60 54 39 31 N/A 51 92 95
12889
ndchikin
cite-mcp Claim
Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-…
C 60 55 56 32 43 80 91
12890
karaage0703
NotionMCP Light Claim 1
A Model Context Protocol server that synchronizes Markdown files with Notion pa…
C 60 55 57 43 54 82 65
12891
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12892
henrysouchien
edgar-mcp Claim
Provides access to SEC EDGAR financial data, enabling AI agents to fetch compan…
C 60 55 72 42 33 80 63
12893
bkoseda
Chess MCP Server Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 55 56 82 24 81 44
12894
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 55 86 0 27 81 98
12895
cnitlrt
A server that provides remote binary analysis capabilities through IDA Pro's he…
C 60 55 62 36 20 81 92
12896
vipcong816
dy-mcp Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
C 60 54 48 41 N/A 22 95 87
12897
landscapedotcl
MCP Veracode Claim 1
An MCP server that enables users to interact with Veracode security services th…
C 60 55 33 67 35 76 91
12898
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12899
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12900
mvellayan
Allows control of motorized window blinds through the Bond Bridge API, enabling…
C 60 55 56 47 21 81 91
Showing 12851–12900 of 33790 servers
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