MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10751
PetrefiedThunder
mcp-pubmed Claim 1
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
C 64 55 39 53 55 82 97
10752
Maxli53
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
C 64 55 78 75 27 81 42
10753
liuyoshio
MCP Compass Claim 1
MCP Compass is a discovery and recommendation service that assists AI assistant…
C 64 64 90 61 0 45 95 92
10754
CalvinLiuu
Enables comprehensive stock market analysis with portfolio management, technica…
C 64 54 70 31 N/A 24 95 91
10755
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
10756
musaceylan
Enables AI assistants to track global food prices, search products by barcode o…
C 64 55 70 32 32 82 99
10757
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
10758
kjozsa
Jenkins MCP Claim
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
C 64 55 60 43 39 80 98
10759
stucchi
db-mcp-server Claim 1
A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite w…
C 64 54 72 40 50 61 97
10760
sinagilassi
MoziChem-MCP Claim
Enables AI assistants to perform complex chemical engineering calculations incl…
C 64 55 66 82 44 81 38
10761
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10762
rezaeim
A basic implementation of a Model Context Protocol server that demonstrates cor…
C 64 54 66 27 N/A 39 92 96
10763
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
10764
dragon1086
kospi-kosdaq Claim 2
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
C 64 55 51 46 52 80 94
10765
trillium
Talon MCP Claim 2
An MCP server for the Talon accessibility framework that surfaces logs, configu…
C 64 54 39 61 N/A 27 90 99
10766
steven-altitude
Grist MCP Server Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 55 66 43 22 82 99
10767
ferocknew
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
C 64 54 66 43 N/A 21 95 85
10768
KanvaBhatia-Alaan
slack-indexed Claim 1
An MCP server for semantic search and retrieval of indexed Slack messages store…
C 64 55 45 66 30 81 96
10769
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
10770
ProPriyam
Scholar MCP Claim
A local MCP server that allows users to search Google Scholar for academic pape…
C 64 55 60 43 45 82 90
10771
japentaca
Enables secure read-only access to PostgreSQL databases through SELECT queries …
C 64 55 72 82 27 81 42
10772
taciturnaxolotl
Connects Canvas LMS to AI assistants, enabling users to list courses and retrie…
C 64 55 92 10 33 81 98
10773
gimjin
Message MCP Claim
Real-time push notifications and alert sounds free you from staring at the scre…
C 64 64 72 68 0 61 95 94
10774
SAhmadUmass
Notion MCP Server Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 55 69 68 24 76 73
10775
harunamitrader
Provides accurate Pine Script v6 coding assistance through search, completion, …
C 64 54 54 61 N/A 28 95 72
10776
avaxia8
Enables extraction of text, tables, and structured data from PDFs, images, and …
C 64 55 78 46 22 81 83
10777
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
10778
PovedaAqui
SuzieQ MCP Server Claim
This project provides a Model Context Protocol (MCP) server that allows languag…
C 64 55 60 41 40 85 91
10779
omni-mcp
isaac-sim-mcp Claim 1
A MCP Server and an extension enables natural language control of NVIDIA Isaac …
C 64 55 71 22 59 83 86
10780
XRealSys
Provides comprehensive Chrome browser debugging capabilities including DOM insp…
C 64 54 62 30 N/A 40 95 89
10781
JackKuo666
PubMed-MCP-Server Claim
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
C 64 55 70 27 44 82 98
10782
joesaby
doctree-mcp Claim
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, …
C 64 54 60 18 N/A 66 95 90
10783
Fromsko
Enables AI assistants to interact with SiYuan Note for comprehensive notebook m…
C 64 55 66 66 46 78 59
10784
Kalypsokichu-code
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
C 64 66 84 71 0 45 81 100
10785
scraperapi
scraperapi-mcp Claim
MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting,…
C 64 55 88 0 60 81 92
10786
Adsdworld
MCP JSON Navigator Claim
Enables efficient navigation and search of large JSON files (>10MB) through int…
C 64 54 60 47 N/A 22 95 90
10787
samihalawa
Edge TTS MCP Claim
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
C 64 55 54 52 44 81 90
10788
JaeAeich
Poiesis MCP Server Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 55 86 68 44 81 29
10789
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 55 51 100 19 81 53
10790
flycun
Enables AI models to retrieve user geolocation information using EdgeOne Pages …
C 64 55 66 30 39 82 100
10791
wangicheng
Provides tools for AI agents to interact with the Orange Juice Online Judge API…
C 64 55 60 40 48 80 92
10792
santosh-ksharma
Weather MCP Server Claim
Provides weather forecast and alert information from the National Weather Servi…
C 64 54 64 33 N/A 25 92 100
10793
etfromchina
Provides tools to fetch random or categorized riddles, verify answers, and view…
C 64 55 72 41 28 82 91
10794
hsgui
Enables recording, querying, and summarizing daily work entries with tags using…
C 64 54 54 58 N/A 22 95 84
10795
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10796
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
10797
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 55 90 0 47 81 100
10798
lienhage
Blockchain MCP Server Claim 2
A Model Context Protocol server providing Ethereum blockchain tools, including …
C 64 55 57 62 25 76 91
10799
feiming-afk
weather-mcp-server Claim
C 64 54 62 31 N/A 39 94 90
10800
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
Showing 10751–10800 of 67226 servers
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