MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11401
pancakesniperbot
A deployment solution for a remote Model Context Protocol server on Cloudflare …
C 63 55 48 65 26 84 85
11402
kbhalerao
Basecamp MCP Server Claim 1
Connects Basecamp workspaces to AI tools, enabling management of projects, mess…
C 63 55 62 41 24 81 100
11403
desvert
otparse-mcp Claim
A containerized MCP server for parsing OT/ICS packet captures, specifically sup…
C 63 55 60 32 54 83 91
11404
dreamwithrua
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 60 58 N/A 26 95 66
11405
jutalik
Enables fetching, viewing, and saving NFT data from the Origin Forge API, inclu…
C 63 55 48 60 30 78 98
11406
NodusAI-Your-Prediction-Broker
AI-powered Oracle signals for Polymarket and Kalshi prediction markets. Pay $1 …
C 63 66 88 63 0 52 81 95
11407
carlosrm22
This MCP server provides comprehensive read and write access to Google Classroo…
C 63 55 66 45 25 80 89
11408
sw-jooyeon
A tool that helps users easily register Anthropic's Model Context Protocol in C…
C 63 55 72 30 41 81 89
11409
n8n-io
n8n Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
C 63 66 96 57 0 72 83 74
11410
anbeime
A tool that deploys an authentication-free Model Context Protocol server on Clo…
C 63 55 48 68 26 84 85
11411
Danson-dan
A hierarchical plan management system built on FastMCP and SQLite that enables …
C 63 54 70 31 N/A 30 90 88
11412
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11413
professordnyc
Integrates Square sandbox catalog and orders management with voice commands (vi…
C 63 54 60 28 N/A 41 95 91
11414
yums-gao
Enables users to take screenshots, extract text using OCR, and automatically ge…
C 63 54 54 55 N/A 16 95 87
11415
wxt2rr
Provides basic mathematical operations (addition, subtraction, multiplication, …
C 63 55 48 68 24 81 89
11416
eugeneyvt
Logseq MCP Server Claim 2
Enables AI assistants to interact with your local Logseq knowledge base through…
C 63 54 84 46 N/A 67 94 17
11417
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11418
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11419
ysntony
Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch…
C 63 55 66 70 49 81 40
11420
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 66 75 N/A 35 92 35
11421
evo-hydra
morpheus-mcp Claim 1
Provides plan state management and phase gate enforcement for AI development lo…
C 63 55 76 31 27 82 94
11422
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11423
slyfox1186
A Model Context Protocol server that provides unified access to 400+ AI models …
C 63 55 55 41 44 81 96
11424
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11425
ebailey78
MCP Memory Server Claim 3
A Model Context Protocol server for Claude Desktop that provides structured mem…
C 63 55 51 57 23 82 95
11426
R-lz
MCP Video Digest Claim
A service that extracts and transcribes audio content from videos across 1000+ …
C 63 55 60 42 40 81 89
11427
54yyyu
PyApple MCP Tools Claim 1
Provides seamless integration with macOS native applications including Messages…
C 63 54 60 33 N/A 46 90 88
11428
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11429
OctagonAI
Octagon VC Agents Claim 1
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
C 63 55 49 62 46 81 76
11430
kelnixsolutions
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
C 63 66 72 70 0 63 81 98
11431
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11432
djbriane
Plex MCP Server Claim
A Python-based MCP server that integrates with Plex Media Server API to search …
C 63 55 60 43 26 81 98
11433
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11434
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11435
revmischa
AgentBase Claim 1
Hosted shared knowledge base for AI agents. Store, search, and retrieve structu…
C 63 66 69 100 0 25 81 96
11436
matthewdcage
A standalone Model Context Protocol server that enables AI models to access the…
C 63 66 96 67 0 36 81 91
11437
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11438
sunsetcoder
A Claude Desktop MCP server that helps you track flights in real-time using Fli…
C 63 66 92 68 0 48 76 88
11439
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11440
baolongt
MCP SNS Server Claim 1
A Model Context Protocol server that enables interaction with Service Nervous S…
C 63 55 69 42 22 81 93
11441
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11442
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11443
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11444
weavely
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 63 55 64 52 21 81 88
11445
brijr
meta-mcp Claim
MCP Server for connecting to the Meta Marketing API
C 63 66 88 72 0 40 81 90
11446
kukapay
jupiter-mcp Claim 1
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
C 63 55 51 56 48 71 91
11447
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11448
thelabvenice
memdata-mcp Claim
MCP server for persistent memory, enabling AI agents to store and semantically …
C 63 64 72 72 0 52 83 100
11449
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11450
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
Showing 11401–11450 of 67226 servers
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