MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11601
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11602
mcpc-tech
mcpc Claim
Build agentic-MCP servers by composing existing MCP tools.
C 63 66 84 60 0 69 82 90
11603
jonmmease
Enables sending push notifications to your devices via Pushover, allowing you t…
C 63 55 60 48 24 81 94
11604
Exspiravit
Weather MCP Claim
Enables users to get real-time weather information for any city in the world. P…
C 63 55 62 50 42 81 78
11605
FelagundFinrod
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 29 84 80
11606
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11607
shadyvb
Enables flight and airport search capabilities through Skyscanner, allowing use…
C 63 55 76 38 21 82 90
11608
xander557
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 63 55 48 68 27 81 86
11609
thomasvan
Integrates the Brave Search API into AI assistants to enable web and local busi…
C 63 55 48 48 42 80 100
11610
cheongqinxue
Enables safe Python code execution in isolated Docker containers through the Ag…
C 63 55 60 52 24 81 93
11611
bswa006
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
C 63 55 73 82 25 81 38
11612
dabblefish-solutions
Enables the analysis of DBT manifests with automatic schema version detection a…
C 63 55 68 30 36 82 95
11613
abuzo
Graylog MCP Server Claim
Enables AI assistants to search and analyze logs in Graylog using three powerfu…
C 63 55 60 51 31 81 87
11614
BochaAI
Bocha Search MCP Claim
An AI-focused search engine that enables AI applications to access high-quality…
C 63 55 66 46 27 80 90
11615
KnightMode
A Model Context Protocol server that provides comprehensive YouTube search func…
C 63 54 55 48 N/A 18 95 89
11616
SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
C 63 55 66 31 37 82 99
11617
LuciferForge
agent-safety-mcp Claim 1
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
C 63 55 66 31 43 78 95
11618
tokenizin-agency
mcp-nativewind Claim 1
Rransforms Tailwind components to NativeWind 4.
C 63 55 44 45 N/A 36 95 94
11619
im-zhong
Weather MCP Server Claim 1
A Model Context Protocol server that enables users to fetch weather forecasts t…
C 63 54 31 52 N/A 41 95 100
11620
seovimalraj
Enables interaction with Google Ads through secure OAuth authentication to disc…
C 63 66 94 63 0 47 81 91
11621
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
11622
SecretiveShell
MCP-toolhouse Claim 2
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
C 63 55 73 32 37 81 89
11623
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11624
TakanariShimbo
Rosbridge MCP Server Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 55 55 56 25 81 90
11625
hackle-io
hackle-mcp Claim 1
A Model Context Protocol server for Hackle API providing tools and resources fo…
C 63 55 59 82 41 86 38
11626
CDataSoftware
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
C 63 64 88 70 0 38 85 94
11627
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11628
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11629
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
11630
SeongminJaden
tok_mcp Claim
A specialized architecture design MCP server that enables AI-assisted developer…
C 63 55 80 83 29 81 21
11631
jefferythewind
Provides GPU-accelerated gradient boosting model training and inference through…
C 63 66 94 67 0 32 81 96
11632
syedazharmbnr1
A Model Context Protocol tool that enables Claude to interact with Microsoft Ou…
C 63 54 78 33 N/A 19 87 88
11633
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11634
09Tns
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
C 63 55 68 17 50 81 100
11635
s2-streamstore
Official MCP server for the S2.dev serverless stream platform.
C 63 66 92 36 0 80 81 97
11636
neerajnayan
A template for deploying remote MCP servers to Cloudflare Workers without authe…
C 63 55 48 67 29 83 83
11637
jairosoft-com
My MCP Server Claim
A Python template for building Model Context Protocol (MCP) servers that expose…
C 63 54 62 23 N/A 32 95 100
11638
Kurasuai-Inc
Enables text-to-speech playback with multiple Japanese character voices using V…
C 63 54 56 53 N/A 23 95 82
11639
jseifeddine
NetBox MCP Server Claim
Enables read-only interaction with NetBox network documentation and infrastruct…
C 63 55 62 40 45 81 88
11640
Bin4yi
Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JW…
C 63 55 72 41 21 81 93
11641
vipink1203
A Model Context Protocol server that enables AI agents to securely access and i…
C 63 55 55 66 39 80 71
11642
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11643
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11644
QuAzI
Xafari MCP Claim 1
An MCP server and crawler for Xafari documentation that enables AI agents to se…
C 63 55 59 46 30 82 91
11645
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
11646
nathanschepers
Provides interactive Python REPL capabilities with persistent sessions, virtual…
C 63 55 60 82 N/A 21 84 56
11647
AnoRebel
MCP ToDo Server Claim
A production-ready Model Context Protocol server for managing tasks and todos w…
C 63 55 64 33 39 80 99
11648
Shaoqigit
pyNastran MCP Server Claim 2
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
C 63 54 53 31 N/A 49 92 91
11649
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11650
Ansvar-Systems
taiwanese-law-mcp Claim
Taiwanese legislation via MCP — full-text search across statutes and provisions
C 63 64 90 38 0 66 95 91
Showing 11601–11650 of 33692 servers
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