MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10951
qememe
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 70 27 83 85
10952
hung-ngm
coles-woolworths Claim
Exposes api data
C 64 55 48 55 46 81 91
10953
BACH-AI-Tools
Enables access to Usage and Billing APIs for managing accounts, products, meter…
C 64 55 56 100 45 78 33
10954
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
10955
fishke22
Bridges large language models with the Metasploit Framework to enable natural l…
C 64 55 80 31 37 76 92
10956
shenyimings
DocNav-MCP Claim
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
C 64 55 66 31 43 81 99
10957
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10958
Traia-IO
Extracts clean text content and metadata from website URLs using Beautiful Soup…
C 64 55 72 46 27 78 91
10959
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
10960
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
10961
whdghk1907
Provides comprehensive statistics and advanced analysis tools for the Korean st…
C 64 55 78 68 21 81 57
10962
lapras-inc
lapras-mcp-server Claim
LAPRASの公式MCPサーバーで、求人検索や職歴・スキル管理を可能にします。
C 64 54 74 42 80 95 30
10963
jeffkit
Provides tools for AI agents to take timed rest breaks and vent their thoughts …
C 64 55 84 95 21 81 17
10964
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
10965
Xutaotaotao
mcp-get-installed-apps
C 64 54 66 20 N/A 37 95 100
10966
jzinno
Biomart MCP Claim 1
A Model Context Protocol server that interfaces with Biomart databases, allowin…
C 64 54 53 33 N/A 42 92 100
10967
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
10968
ddoriboo
Provides FSS (Korean Financial Supervisory Service) pension data to AI models l…
C 64 55 72 63 39 81 53
10969
automcp-app
Linkd MCP Server Claim 1
An unofficial Model Context Protocol server that enables programmatic access to…
C 64 55 62 100 22 81 39
10970
j0hanz
PromptTuner MCP Claim
Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, i…
C 64 55 72 82 35 81 34
10971
BuildASpacePro
Enables satellite orbital mechanics calculations including visibility predictio…
C 64 55 78 38 20 81 92
10972
Milesy1
AbletonMCP Claim 1
Connects Claude AI to Ableton Live through the Model Context Protocol, enabling…
C 64 55 60 82 N/A 44 95 27
10973
guilyx
epsteinexposed-mcp Claim
MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrappe…
C 64 55 68 22 50 83 98
10974
Semutireng22
Monad MCP Server Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 55 60 42 42 81 94
10975
cuongpo
SEI DEX MCP Claim
Enables interaction with decentralized exchanges on the SEI blockchain through …
C 64 55 54 58 23 81 99
10976
patternfly
Provides access to PatternFly React documentation, development rules, and compo…
C 64 66 78 57 0 86 80 98
10977
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
10978
openpharma-org
Provides comprehensive access to financial filings from 7,700+ Asian companies …
C 64 66 96 70 0 47 80 88
10979
zaycruz
Facilitates isolated code execution within Docker containers, enabling secure m…
C 64 55 72 33 34 81 93
10980
xiaw1024
MCP Nexus Claim
A unified search and extraction MCP server hosted on Cloudflare Workers that in…
C 64 55 72 43 27 78 92
10981
AndrewKlement
A lightweight server that enables AI clients to access and analyze real-time da…
C 64 54 56 30 N/A 43 92 100
10982
codelion
Dynamic Shell Command MCP Server
C 64 54 62 30 N/A 36 95 94
10983
taciturnaxolotl
Connects Canvas LMS to AI assistants, enabling users to list courses and retrie…
C 64 55 92 10 33 81 98
10984
NazarKY
Work Integrations MCP Claim 1
An MCP server that enables interaction with Jira to fetch issues by key and per…
C 64 55 71 31 35 81 99
10985
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
10986
masamunet
npm-dev-mcp Claim
MCP server that manages npm run dev processes, automatically detecting projects…
C 64 55 66 75 N/A 53 95 24
10987
lzsheng
Yapi Auto MCP Server Claim 1
An MCP server for the YApi platform that allows AI assistants to search, create…
C 64 55 39 68 51 80 84
10988
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
10989
thedtvn
MBBank MCP Server Claim
MCP server that provides monitoring and analytics capabilities for MBBank accou…
C 64 55 56 35 66 81 90
10990
imrnbeg
Jira MCP Server Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 55 84 25 25 81 96
10991
OEvortex
Provide fast, privacy-friendly web and AI-powered search capabilities with inte…
C 64 66 94 61 0 60 80 91
10992
bitget-wallet-ai-lab
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
C 64 55 66 40 51 76 89
10993
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
10994
ai-dashboad
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
C 64 55 72 28 N/A 78 80 68
10995
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10996
floodfx
MCP Server Linear Claim 2
An MCP server that provides tools for interacting with Linear issue tracking sy…
C 64 55 45 70 31 78 92
10997
landermkerbey
ragmacs-mcp Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
C 64 54 54 55 N/A 28 82 96
10998
myuon
Refactor MCP Claim 1
A Model Context Protocol server that provides powerful regex-based code refacto…
C 64 55 57 100 26 81 43
10999
haran2001
MCP Search Server Claim
An intelligent server that helps discover and research MCP servers using the Ex…
C 64 55 76 42 19 81 90
11000
RoeeJ
SEQ MCP Server Claim
Enables LLMs to query and analyze logs from SEQ structured logging server with …
C 64 66 84 72 0 51 81 95
Showing 10951–11000 of 57357 servers
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