MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12601
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12602
strickvl
MCP Beeminder Server Claim 2
An MCP server that provides AI assistants access to the Beeminder API, allowing…
C 60 55 51 42 37 80 92
12603
kukapay
honeypot-detector-mcp Claim 1
An MCP server that detects potential honeypot tokens on Ethereum, BNB Smart Cha…
C 60 55 45 41 38 81 97
12604
knustx
ITIS MCP Server Claim 1
Provides access to the Integrated Taxonomic Information System (ITIS) database …
C 60 66 96 53 0 32 80 93
12605
routineco
Routine Claim
Interact with Routine (https://routine.co/): manage calendars, tasks, notes, et…
C 60 55 60 82 23 81 38
12606
MaPa07
gong-mcp Claim
gong-mcp
C 60 55 84 57 25 81 37
12607
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12608
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
12609
lopisan
Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools fo…
C 60 55 66 31 28 80 90
12610
czirakim
F5 MCP Server Claim 1
A Model Context Protocol server that enables management of F5 devices through n…
C 60 55 53 35 45 81 85
12611
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12612
redhat-community-ai-tools
A ModelContextProvider server that enables secure querying of Red Hat internal …
C 60 55 54 43 23 81 95
12613
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12614
marioluciofjr
A Python application that automatically generates different types of mind maps …
C 60 54 60 12 N/A 42 95 90
12615
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12616
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
12617
priyankark
PhonePi MCP Claim
PhonePi MCP enables seamless integration between desktop AI tools and your smar…
C 60 64 90 33 0 39 95 100
12618
dcpurnell
Enables AI assistants to securely interact with Microsoft OneNote data through …
C 60 55 86 43 56 80 26
12619
roboulos
A Model Context Protocol server that enables Claude AI to interact with Xano da…
C 60 55 45 38 44 80 97
12620
kukapay
An MCP server that tracks the historical changes of Twitter usernames.
C 60 55 51 33 38 83 94
12621
idcdev
MCP Magic UI Claim 3
A Model Context Protocol server that provides access to Magic UI components, al…
C 60 55 61 82 27 78 36
12622
pedarias
Transforms static gemini-cli documentation into a queryable RAG service, enabli…
C 60 55 64 22 34 83 97
12623
jordy33
Provides two Model Context Protocol servers that enable controlling IoT devices…
C 60 55 64 31 19 81 99
12624
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12625
ali-bouali
Enables interaction with Saudi government services through the Absher platform,…
C 60 55 60 33 19 80 100
12626
mjucius
mjucius-cozi_mcp Claim
Manage your family's calendars and lists in Cozi. View, create, and update appo…
C 60 66 72 68 0 40 81 97
12627
jalaj-pandey
Weather MCP Tool Claim
An India-focused MCP server that provides real-time weather conditions, forecas…
C 60 55 48 45 21 81 99
12628
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
12629
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12630
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12631
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12632
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 55 62 35 18 81 98
12633
aplavin
julia-mcp Claim 2
Enables AI assistants to execute Julia code efficiently with persistent session…
C 60 54 39 31 N/A 51 92 95
12634
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
12635
Dosugamea
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
C 60 55 48 100 41 81 22
12636
WildDataX
Suppr MCP Claim
Enables document translation across multiple languages and AI-powered semantic …
C 60 66 84 68 0 30 81 93
12637
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12638
Ansvar-Systems
spanish-law-mcp Claim
Spanish legislation via MCP — full-text search across statutes and provisions
C 60 64 90 36 0 45 95 91
12639
VaishnaviK23
Trading MCP Server Claim
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
C 60 55 60 22 36 82 100
12640
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12641
kLabUM
SWMM-MCP Claim 1
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
C 60 54 51 30 N/A 24 92 100
12642
arjunprabhulal
mcp-flight-search Claim 1
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool…
C 60 55 67 21 N/A 44 81 89
12643
keertanachandar
AIE8-MCP Server Claim 1
An MCP server that provides web search capabilities through the Tavily API and …
C 60 55 39 61 24 81 92
12644
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12645
aglitch120
PubMed MCP Server Claim
Enables comprehensive biomedical literature research through PubMed database ac…
C 60 66 86 55 0 39 81 99
12646
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12647
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12648
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12649
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12650
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
Showing 12601–12650 of 56925 servers
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