MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24901
seung4027
seung4027 Claim 1
D 43 33 26 N/A N/A 1 95
24902
jlsmcgraw-tech
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 43 44 42 15 29 84
24903
josdoaitran
A comprehensive server that integrates mobile testing frameworks with JIRA, gen…
D 43 43 42 12 N/A 19 95
24904 D 43 33 18 N/A N/A 15 95
24905
asklokesh
Chanty Claim 1
MCP server for Chanty API integration
D 43 43 45 7 N/A 32 83
24906
not4yazwz
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 43 44 48 10 27 81
24907
RoderickCloud
Hstar-0718 Claim
This is test server
D 43 33 18 N/A N/A 15 95
24908
apifox
Apifox MCP Server Claim
A server that connects AI coding assistants like Cursor and Cline to Apifox API…
D 43 44 42 20 21 85
24909
Krishnahuex28
Enables interaction with self-hosted LLM models via Ollama and Supabase databas…
D 43 44 48 12 24 81
24910
fefergrgrgrg
webdev-mcp Claim 1
An MCP server providing web development tools such as screen capturing capabili…
D 43 43 19 20 N/A 44 95
24911
jeweis
A service that converts OpenAPI specifications into MCP tools, enabling AI assi…
D 43 44 42 17 28 81
24912
Lee-Becky
mcp Claim
D 43 33 18 N/A N/A 15 95
24913 D 43 33 18 N/A N/A 15 95
24914
belaymit
Routes requests to multiple downstream Model Context Protocol servers and provi…
D 43 44 48 15 23 81
24915
RaghavC16
Brokerage-MCP Claim 1
A Model Context Protocol server built with the mcp-framework designed to provid…
D 43 43 33 22 N/A 21 95
24916
punitarani
sec-edgar Claim 1
D 43 43 32 18 N/A 28 95
24917
kirklubesit30908635-svg
Transforms business descriptions into structured AIS (Autokirk Interaction Stan…
D 43 44 42 22 21 81
24918
parikshith49
An MCP server that enables users to query documents from Google Drive using AI …
D 43 43 31 22 N/A 21 95
24919
caiovicentino
Solana MCP Server Claim 1
A Model Context Protocol server enabling AI agents to interact with the Solana …
D 43 44 27 25 40 82
24920
asklokesh
Mailchimp Claim 1
MCP server for Mailchimp API integration
D 43 43 45 10 N/A 32 83
24921
asklokesh
Powerbi Claim 1
MCP server for Power BI API integration
D 43 43 45 10 N/A 32 83
24922
berniecpa
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 43 44 42 17 27 83
24923
August1996
mcp-akshare Claim
将akshare数据接口转换为MCP工具格式的Python项目
D 43 44 44 17 23 83
24924
asklokesh
Azure Claim 1
MCP server for Azure API integration
D 43 43 45 10 N/A 32 83
24925
moksh555
GitHubMcpServer Claim
Exposes GitHub REST API operations as AI-ready tools for managing repositories,…
D 43 44 62 0 30 74
24926
saathvikpd
EmailAssistant Claim
An MCP-compatible server that integrates with Gmail API to fetch and summarize …
D 43 44 50 12 23 81
24927
logotype
FIXParser MCP Claim 1
Introducing the Agentic Trading Co-Pilot, a next-gen AI assistant powered by FI…
D 43 33 18 N/A N/A 15 95
24928
0xbuz3R
EMBA-MCP Claim 1
An MCP server for EMBA firmware analysis that exposes structured security findi…
D 43 43 27 28 N/A 25 92
24929
ShotaNagafuchi
API Docs MCP Server Claim 1
An MCP server that crawls API documentation websites and exposes their content …
D 43 44 41 25 19 80
24930
sanchorelaxo
NHL MCP Server Claim
Provides access to live NHL data including player statistics, team standings, g…
D 43 44 48 21 16 81
24931
Sharath-ts-07
Enables AI models to access GitHub repository information and search local docu…
D 43 44 42 20 24 81
24932
cfsandoval
Enables interaction with Moodle learning management systems through the REST AP…
D 43 43 42 12 N/A 18 95
24933
moma1992
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 43 44 42 17 29 81
24934
martinX308
synplex Claim
Inventory health scoring, landed cost calculation, and quick diagnosis tools fo…
D 43 33 18 N/A N/A 15 95
24935
dependify
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 43 44 42 17 27 81
24936
SofiaPurtova
Enables AI agents to index and search across SQLite databases and CSV files to …
D 43 43 50 0 N/A 27 89
24937 D 43 43 42 12 N/A 19 95
24938
jiushan-test
Weather MCP Server Claim 1
Enables weather queries using Baidu Maps API, providing real-time weather condi…
D 43 44 50 12 18 84
24939
coji
Journal MCP Server Claim 1
An MCP server that integrates with Claude Desktop for managing personal journal…
D 42 44 33 27 23 81
24940
bmoir23
A Model Control Protocol server that enables AI assistants to control a browser…
D 42 44 42 17 21 84
24941
elvisleyva49
MCP Server Demo Claim
A minimal WebSocket-based MCP server implementation that enables modern tool in…
D 42 44 42 20 21 81
24942
TranThienTrong
asset-auto-picker Claim 1
An MCP server that provides [describe what your server does]
D 42 43 21 26 N/A 29 95
24943
raylow-x
mcpsmith2 Claim
D 42 33 18 N/A N/A 12 95
24944
Lee-Becky
budget_api Claim
D 42 43 24 30 N/A 21 92
24945
cgollakotanskp
testrepo Claim
D 42 33 18 N/A N/A 13 95
24946
veenastudio
FL Studio MCP Claim 1
An MCP server that connects Claude to FL Studio, allowing the AI to compose mus…
D 42 43 23 26 N/A 24 95
24947
moritalous
A Model Context Protocol server that enables AI assistants to perform web searc…
D 42 44 27 25 40 81
24948
JunZero08
JunZero_08 Claim
My own Server
D 42 33 18 N/A N/A 12 95
24949 D 42 33 18 N/A N/A 13 95
24950
lhmpaiPublic
McpLLMServer Claim
A FastAPI-based MCP server that enables LLM agents to interact with Ollama mode…
D 42 44 42 20 22 81
Showing 24901–24950 of 60600 servers
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