MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
jakedx6
Provides comprehensive project management capabilities through the Helios-9 API…
C 64 66 84 68 0 62 81 90
10902
Jazastry
Enables advanced options analysis and strategy evaluation through Yahoo Finance…
C 64 55 78 33 37 81 84
10903
Dollarhyde
GR-MCP Claim 1
An MCP server that enables natural language-driven creation and management of G…
C 64 54 57 31 N/A 45 90 100
10904
TamiShaks-2
git-context-mcp Claim
Local MCP server that provides structured Git repository analysis (project stat…
C 64 54 60 50 N/A 25 90 87
10905
suqidan
A Claude Desktop MCP server that provides knowledge base search and chat functi…
C 64 54 56 38 N/A 34 95 93
10906
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
10907
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
10908
msnidal
Yellhorn MCP Claim 1
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
C 64 55 69 37 41 82 88
10909
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
10910
tigranbs
Enables real-time communication between client and server using Server-Sent Eve…
C 64 55 72 60 23 82 70
10911
keptlive
VIN MCP Claim
Provides comprehensive vehicle reports by aggregating data from multiple public…
C 64 66 84 71 0 53 80 99
10912
izjing
mcp-swagger-schema Claim 1
An MCP server that allows users to query and retrieve request and response JSON…
C 64 55 63 55 35 82 80
10913
Data-Nexus-Web3
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 64 55 57 41 48 82 93
10914
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10915
TimeCyber
Email MCP Server Claim
An MCP service that enables AI to fully manage email accounts, supporting sendi…
C 64 55 84 75 43 81 20
10916
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
10917
ryoureddy
A specialized Model Context Protocol server that enhances AI-assisted medical l…
C 64 55 72 33 38 81 93
10918
Traia-IO
Extracts clean text content and metadata from website URLs using Beautiful Soup…
C 64 55 72 46 27 78 91
10919
isakskogstad
scb-mcp Claim 1
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy,…
C 64 66 79 73 0 53 81 97
10920
cdelashmutt-pivotal
Sample Data MCP Claim
Generates fixed-length test data records with customizable field types includin…
C 64 54 54 52 N/A 22 94 90
10921
patternfly
Provides access to PatternFly React documentation, development rules, and compo…
C 64 66 78 57 0 86 80 98
10922
jogcruz
A Model Context Protocol server that allows execution of SOQL queries and inter…
C 64 55 51 66 28 69 100
10923
cuongpo
SEI DEX MCP Claim
Enables interaction with decentralized exchanges on the SEI blockchain through …
C 64 55 54 58 23 81 99
10924
pvliesdonk
markdown-vault-mcp Claim 1
A generic Markdown vault MCP server with FTS5 full-text search, semantic vector…
C 64 54 76 0 81 74 98
10925
immannan
Provides a mock interface for managing health insurance operations, including c…
C 64 55 68 25 45 82 99
10926
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
10927
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 55 51 100 19 81 53
10928
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
10929
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
10930
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
10931
ruudmens
Koppla Claim
Enables managing Active Directory users, groups, and computers using natural la…
C 64 54 78 46 N/A 41 90 57
10932
penguyen72
Weather MCP Server Claim
Provides weather forecast and alert information for US locations using the Nati…
C 64 55 68 41 26 81 100
10933
fintools-ai
Enables real-time options order flow analysis with pattern detection, instituti…
C 64 55 66 33 42 81 96
10934
boma086
Enables AI assistants to manage projects through OpenProject's API, providing c…
C 64 55 56 58 24 81 95
10935
fourcolors
Omi MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with the…
C 64 55 51 70 25 77 91
10936
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to c…
C 64 54 66 22 N/A 56 90 86
10937
nhannpl
Provides access to real-time Winnipeg Transit data and 311 City Services, enabl…
C 64 55 64 41 48 81 85
10938
xiaoyuchenhot
Provides calculator tools for mathematical operations, access to TypeScript SDK…
C 64 55 54 55 25 81 100
10939
Chenghao-Wu
MCP LAMMPS Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with LAM…
C 64 55 71 27 51 81 90
10940
zhizhuodemao
Android Proxy MCP Claim 2
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traf…
C 64 54 65 31 N/A 51 90 83
10941
1000ri-jp
atsurae Claim 1
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer…
C 64 55 90 12 46 82 86
10942
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 54 64 22 N/A 49 95 90
10943
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
10944
Semutireng22
Monad MCP Server Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 55 60 42 42 81 94
10945
etnlbck
Ollama MCP Server Claim
Enables interaction with locally running Ollama models through chat, generation…
C 64 64 84 68 0 29 95 100
10946
ubuygold
Jina Free MCP Claim
A Managed Component Provider that enables fetching webpage content using Jina A…
C 64 55 52 63 21 80 100
10947
tuncer-byte
CURSOR25X Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 54 66 27 N/A 44 90 94
10948
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
10949
denar90
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
C 64 64 84 70 0 38 87 99
10950
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
Showing 10901–10950 of 50103 servers
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