MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
ParasSolanki
Github MCP Server Claim 1
Provides integration with Github through the Model Context Protocol (MCP), allo…
C 69 55 74 60 29 80 92
8302
jacobboykin
A minimal, production-ready TypeScript starter template for building Model Cont…
C 69 55 68 100 43 81 40
8303
matsjfunke
Paperclip Claim
The paperclip server enables searching and retrieving research papers from vari…
C 69 55 82 36 48 81 96
8304
SauravPahadia
Enables access to Oura Ring health data including sleep patterns, activity metr…
C 69 55 66 65 26 81 98
8305
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8306
engageable-tech
Engageable Analytics Claim 3
Unified analytics MCP server for GA4, Mixpanel, and PostHog.
C 69 44 66 N/A N/A 48 67 93
8307
Ahmed-AG
Enables natural language queries to Google Calendar API for checking appointmen…
C 69 55 84 53 21 81 92
8308
jodur
RDW MCP Server Claim
Provides tools to query Dutch vehicle registration data through the official RD…
C 69 55 66 100 50 82 34
8309
MacromNex
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
C 69 54 84 32 N/A 33 92 98
8310
stackai
Enables users to connect and run Stack AI workflows directly through MCP-compat…
C 69 55 78 57 32 81 86
8311
dachienit
A Model Context Protocol server that facilitates seamless communication between…
C 69 55 69 58 49 82 85
8312
andredezzy
Powerful Model Context Protocol (MCP) implementation for visualizing directory …
C 69 55 66 100 N/A 45 87 35
8313
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8314
Captain-AI-Hub
IDA-MCP Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
C 69 54 54 43 N/A 66 95 93
8315
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 55 66 61 32 82 100
8316
phpmac
Fetch MCP Server Claim
Provides functionality to fetch and transform web content in various formats (H…
C 69 55 78 52 25 82 100
8317
qabyai
Playwright MCP Claim
Enables AI assistants to interact with web browsers in real-time through Playwr…
C 69 55 60 100 N/A 31 95 44
8318
samuelrizzo
Jira MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 69 55 69 100 37 81 44
8319
kryptobaseddev
CLEO MCP Server Claim
Task management for solo developers and AI coding agents — CQRS pattern, 177 op…
C 69 54 64 30 N/A 76 92 90
8320
GuyenSoto
PBIXRay MCP Server Claim
Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…
C 69 54 72 31 N/A 45 95 99
8321
relayprotocol
Relay MCP Server Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
C 69 55 66 63 36 80 92
8322
cuongtl1992
mcp-dbs Claim
A Model Context Protocol (MCP) implementation for connecting to and working wit…
C 69 55 66 53 50 81 94
8323
ssossan
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
C 69 55 84 56 30 81 82
8324
garimiddisuman
Connects Jira projects to AI assistants, enabling natural language queries to v…
C 69 55 78 55 24 80 95
8325
WindieChai
Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to …
C 69 55 60 68 38 76 100
8326
lucad87
Enables migration of test automation projects from WebDriverIO to Playwright us…
C 69 55 78 58 31 81 89
8327
vikasversetest-debug
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
C 69 55 60 72 32 80 92
8328
boldcommerce
Magento 2 MCP Server Claim 1
A Model Context Protocol server that connects to a Magento 2 REST API, allowing…
C 69 55 53 68 45 81 99
8329
m2ai-mcp-servers
mcp-dyson-appliances Claim 2
MCP server for controlling Dyson air purifiers and fans
C 69 54 75 55 N/A 29 80 100
8330
a1official
A comprehensive MCP server providing advanced Redmine project analytics, web au…
C 69 55 78 56 30 81 88
8331
TheAlchemist6
CodeCompass MCP Claim
An enterprise-grade Model Context Protocol server that provides comprehensive G…
C 69 55 90 57 N/A 53 95 40
8332
dannymaaz
Enables AI agents to manage infrastructure and deploy Docker services through E…
C 69 55 88 33 35 83 99
8333
Nicolas-One
Provides comprehensive Redis database operations supporting all major data type…
C 69 55 72 57 53 81 80
8334
GUEPARD98
Enables secure SSH command execution on remote servers and local PowerShell aut…
C 69 55 72 63 32 81 89
8335
mbloomhammerspace
Enables natural language management of Hammerspace storage clusters with automa…
C 69 54 84 38 N/A 42 75 99
8336
JMRussas
Ollama MCP Server Claim
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
C 69 54 70 38 N/A 53 92 93
8337
up2itnow0822
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
C 69 54 90 60 N/A 39 95 46
8338
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8339
chunkydotdev
bldbl-mcp Claim 1
Official MCP server for Buildable AI-powered development platform [bldbl.dev](h…
C 69 55 60 71 48 81 80
8340
VapiAI
mcp-server Claim 1
Vapi MCP Server
C 69 55 72 71 N/A 78 80 42
8341
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8342
gurdasnijor
Basic MCP Server Claim
A minimal demonstration server showcasing MCP protocol capabilities including t…
C 69 55 66 50 45 81 100
8343
natomalabs
DBX Admin MCP Claim 1
A Model Context Protocol server generated via the Postman MCP Generator that pr…
C 69 55 63 68 40 80 91
8344
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 55 72 100 38 81 38
8345
clpublic
mcp-server-cloudbrowser
C 69 55 72 67 15 81 99
8346
aliyun
PolarDB-X MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 69 55 75 48 52 76 90
8347
j1c4b
Provides real-time stock data analysis, portfolio management, technical analysi…
C 69 55 84 53 19 81 94
8348
8nite
A cross-platform integration server that enables interaction with the MetaTrade…
C 69 55 84 56 23 71 99
8349
opsmill
infrahub-mcp Claim 1
An MCP server connects your AI assistants to Infrahub using the open MCP standa…
C 69 55 43 71 N/A 73 72 93
8350
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 69 55 86 41 N/A 31 80 98
Showing 8301–8350 of 30006 servers
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