MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25251
abhaybabbar
RetellAI MCP Server Claim 2 3
A Model Context Protocol server implementation that enables AI assistants to in…
F 25 44 65 71 28 78
25252
jeff-nasseri
mikrotik-mcp Claim 1 2
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard a…
F 25 43 49 51 N/A 80 87
25253
WizspDemo
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
F 25 44 84 75 66 74
25254
CharlieMHJeong
Tableau MCP Claim 1
Enables integration with Tableau to query data, explore workbook content, and r…
F 25 44 48 70 63 77
25255
GoPlausible
Vestige MCP Claim 1 2
An MCP server that provides comprehensive DeFi analytics and data access for th…
F 25 43 81 73 N/A 37 84
25256
mymanish9-code11
Enables AI assistants to interact with QuantConnect's algorithmic trading platf…
F 25 44 84 71 48 77
25257
GentlemanHu
Tabby-MCP Claim 1 2
An MCP server plugin for the Tabby Terminal that enables AI assistants to execu…
F 25 43 39 61 N/A 79 90
25258
Mhrnqaruni
Exposes Playwright-powered automation tools to AI assistants for navigating web…
F 25 43 84 31 N/A 53 84
25259
AndersHsueh
A comprehensive MCP server that enables AI models to perform local file operati…
F 25 43 68 56 N/A 62 87
25260
eagurin
A high-performance FastAPI server supporting Model Context Protocol (MCP) for s…
F 25 44 82 58 41 76
25261
marlonluo2018
Outlook MCP Server Claim 1
Enables AI-powered email management for Microsoft Outlook, allowing users to se…
F 25 43 48 38 N/A 32 87
25262
outscraper
Outscraper MCP Server Claim 1
Provides access to Outscraper's data extraction services for business intellige…
F 25 44 60 37 56 80
25263
Mousten
MCP BigQuery Server Claim 1
Enables secure access to BigQuery datasets with intelligent query result cachin…
F 25 44 48 42 27 77
25264
badchars
osint-mcp-server Claim 1
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
F 25 44 72 0 N/A 78 78
25265
0xGval
Onchain MCP Server Claim 1
Provides tools for querying onchain data across 12+ blockchain networks, includ…
F 25 44 60 40 21 78
25266
JoshuaRileyDev
An MCP server to communicate with the App Store Connect API for iOS Developers
F 25 43 69 66 N/A 53 84
25267
aiminnovations
MongoDB MCP Server Claim 1
Enables interaction with MongoDB databases and MongoDB Atlas for querying data …
F 25 44 64 71 60 80
25268
agenisea
CC Fig MCP Claim 1
Enables bidirectional control between Claude Code and Figma with real-time sync…
F 25 43 90 62 N/A 32 92
25269
ryannmperez
PyMOL-MCP-Vis Claim 2
Enables Claude to control PyMOL for molecular visualization and structural biol…
F 25 43 90 58 N/A 48 80
25270
handaas
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
F 25 44 60 37 18 76
25271
proofmath-owner
AI FileSystem MCP Claim 1 2
Provides intelligent file system operations with advanced features including co…
F 25 44 96 50 65 75
25272
watsona4
A secure Model Context Protocol server that enables Claude AI to list, search, …
F 25 44 88 41 46 76
25273 F 25 43 60 48 N/A 51 94
25274
sahiloj
MCPScan Claim 2
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
F 25 43 78 40 N/A 69 90
25275
Scofieldfree
Excalidraw MCP Server Claim 1
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
F 25 44 66 65 77 82
25276
aibtcdev
mcp-server Claim 1
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg,…
F 25 43 96 38 N/A 63 80
25277
Leviathangk
Playwright MCP Server Claim 1 2
Enables browser automation and web scraping with multi-session management, supp…
F 25 43 80 71 N/A 30 84
25278
bug-ops
mcp-execution Claim 1
🚀 Generate executable TypeScript tools from MCP servers with 98% token savings.…
F 25 43 94 40 N/A 76 88
25279
AuraFriday
Control Fusion 360 with any AI through Model Context Protocol (MCP)
F 25 43 84 36 N/A 45 78
25280
DeamonDev888
discord-mcp-server Claim 1
Discord MCP Server est un pont entre votre intelligence artificielle et Discord…
F 25 44 90 72 50 78
25281
Karanxa
dvmcp Claim 2
Damn Vulnerable MCP Server for Security Researchers.
F 25 44 48 26 22 63
25282
xR0am
Enables AI agents to facilitate cryptocurrency tipping using x402 payment colle…
F 25 44 54 68 25 76
25283
uproc-io
UProc MCP Claim 1
Official UProc Model Context Protocol server that enables AI assistants to refe…
F 25 44 68 70 28 78
25284
ag2-mcp-servers
An MCP server that enables interaction with Xero's Identity Service API, provid…
F 25 43 45 57 N/A 21 87
25285
hamflx
imagen3-mcp Claim 1
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
F 25 43 48 56 N/A 48 87
25286
shimizu
A Model Context Protocol server that enables Claude Code to generate high-quali…
F 25 43 75 71 N/A 29 87
25287
xDarkzx
AudacityMCP Claim 1
Enables AI assistants to control Audacity for real-time local audio editing, ma…
F 25 43 76 36 N/A 50 88
25288
c-r-lewis
Integrates Eurostat quality-of-life metrics and real-time job searching to help…
F 25 44 54 27 27 80
25289
shinzo-labs
Gmail MCP Claim 1
Manage your emails effortlessly with 60+ tools for drafting, sending, retrievin…
F 25 44 68 71 N/A 77 80
25290
Soundhannes
IMAP MCP Server Claim 1 2
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
F 25 44 96 58 24 76
25291
rachana-tf
Petstore MCP Server Claim 1
Enables interaction with a sample Pet Store API based on OpenAPI 3.1 specificat…
F 25 43 84 43 N/A 30 89
25292
provnai
McpVanguard Claim 1 2
A security proxy and active firewall for the Model Context Protocol that protec…
F 25 43 54 41 76 89
25293
beverm2391
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
F 25 44 75 22 27 76
25294
mim1012
turafic Claim 2
F 25 43 42 66 N/A 34 84
25295
cryptoleek-team
GOAT MCP Server Claim 1 4
An MCP server that connects Claude for Desktop with blockchain functionality, a…
F 25 43 33 37 N/A 19 92
25296
cswkim
discogs-mcp-server Claim 1
MCP server to interact with the Discogs API
F 25 44 92 72 88 76
25297
wbind-core
TermPipe MCP Claim 2
Provides AI assistants with direct terminal access to execute commands, manage …
F 25 43 82 60 N/A 27 90
25298
SecurityRonin
alaya-mcp Claim 1
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
F 25 43 60 68 N/A 78 81
25299
saurav61091
mcp-openapi Claim 2
Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI …
F 25 43 84 0 37 87
25300
fadedchange0aran-netizen
A Python-based MCP server and React dashboard designed for system monitoring an…
F 25 44 38 31 27 80
Showing 25251–25300 of 47403 servers
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