MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12401
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12402
DRITI2906
A lightweight MCP server that provides real-time hardware statistics including …
C 61 54 54 26 N/A 27 95 100
12403
receptopalak
PostGIS MCP Server Claim 1
A server application that provides PostGIS database connection using Model Cont…
C 61 55 72 75 24 81 34
12404
HyperbolicLabs
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
C 61 64 74 71 0 50 87 85
12405
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12406
MalikElate
A Model Context Protocol server that enables AI assistants to extract transcrip…
C 61 54 39 53 N/A 20 95 94
12407
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
12408
faizan45640
An MCP server that enables AI assistants to access and interact with Google Cla…
C 61 55 45 68 45 76 72
12409
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12410
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12411
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12412
smhajimirzaei
An intelligent continuous integration server that provides automated Python cod…
C 61 55 60 31 37 81 93
12413
vfarcic
DevOps AI Toolkit Claim 2
Enables intelligent Kubernetes deployments, automated documentation testing, or…
C 61 66 86 45 0 97 61 92
12414
pyrimid-ai
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
C 61 55 86 0 40 81 95
12415
rbctmz
mcp-server-strava Claim
Integration Strava API с Model Context Protocol SDK
C 61 55 66 33 51 81 73
12416
dennismartis
An MCP server that provides tools and resources for managing a coding project's…
C 61 54 39 58 N/A 12 95 96
12417
sudomock
SudoMock Claim
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
C 61 55 76 10 57 69 98
12418
bharathvaj-ganesan
whois-mcp Claim 1
MCP Server for whois lookups.
C 61 55 47 82 N/A 46 81 42
12419
offerland-cc
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 61 55 48 66 24 83 78
12420
sagacious-satadru
A server that enables Claude to search and access documentation from popular li…
C 61 55 60 41 22 81 94
12421
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12422
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12423
kira-autonoma
devtools-mcp Claim
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
C 61 54 66 0 N/A 55 92 98
12424
Sudhanvaha
Enables personal expense management with SQLite storage, allowing users to add,…
C 61 54 60 26 N/A 27 95 95
12425
kukapay
tornado-cash-mcp Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 55 45 42 40 80 100
12426
Wildcard-Official
DeepContext Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 64 94 65 0 55 88 61
12427
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 66 78 72 0 51 81 86
12428
aptos-labs
Aptos NPM MCP Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 55 56 82 31 81 45
12429
thanharmstrong86
A multi-server system that converts PDF documents to Markdown format using Fast…
C 61 55 60 33 29 81 100
12430
iRahulPandey
A natural language interface for MLflow that allows users to query and manage t…
C 61 55 62 36 22 81 100
12431
excalimate
excalimate Claim
Create keyframe animations from hand-drawn Excalidraw diagrams — timeline edito…
C 61 55 76 0 N/A 57 82 92
12432
SampsonKY
test Claim
test
C 61 54 54 35 N/A 18 95 100
12433
KatherLab
STAMP Claim
Solid Tumor Associative Modeling in Pathology
C 61 64 68 55 0 75 87 92
12434
carlosedp
Redfish MCP Server Claim
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
C 61 66 84 73 0 23 81 98
12435
angrysky56
Project Synapse Claim 1
An MCP server that transforms text into knowledge graphs and autonomously gener…
C 61 55 61 30 40 81 95
12436
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 55 62 40 29 81 86
12437
code-rabi
Provide access to the LittleSis API to track corporate power and accountability…
C 61 66 78 58 0 55 81 99
12438
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12439
cameronking4
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
C 61 66 72 68 0 44 81 100
12440
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12441
uraoz
A Model Context Protocol server that enables AI assistants like Claude to use B…
C 61 54 33 57 N/A 41 95 78
12442
NitinUdasin
MCPServerDemo Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 54 54 30 30 89 100
12443
thuong204
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 61 55 48 65 21 81 84
12444
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12445
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 66 73 70 0 54 80 93
12446
Praeses0
Lutris MCP Server Claim
Enables AI assistants to browse, search, and manage a Lutris Linux gaming libra…
C 61 54 68 0 N/A 56 91 97
12447
wpnbos
Buienradar MCP Server Claim 1
Fetches precipitation forecasts for any location using Buienradar and integrate…
C 61 55 60 40 23 83 94
12448
koseha
API MCP Server Claim 1
A Model Context Protocol server that provides basic tools for arithmetic operat…
C 61 54 63 50 N/A 27 95 59
12449
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 54 56 25 N/A 27 95 98
12450
jray2123
Zen MCP Claim 1
An orchestration server that enables AI agents to collaborate across multiple A…
C 61 55 90 41 33 78 47
Showing 12401–12450 of 66495 servers
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