MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11551
BACH-AI-Tools
Provides access to the Youtube138 API for searching videos, retrieving channel …
C 63 55 56 100 45 81 20
11552
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
11553
aidocx
mcp-server Claim
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
C 63 64 88 68 0 47 75 98
11554
nikhil-ganage
A Model Context Protocol server that wraps Apache Airflow's REST API with Beare…
C 63 54 69 30 N/A 26 95 87
11555
KrishnaPramodParupudi
kaggle Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
C 63 54 56 30 N/A 37 90 100
11556
thelabvenice
memdata Claim
Persistent memory for AI agents. Store context, retrieve it semantically.
C 63 64 72 72 0 52 83 100
11557
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11558
chasey-ai
Mermaid-MCP Claim 1
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
C 63 55 47 58 36 81 89
11559
cnych
Backlinks MCP Claim 1
A MCP server for retrieving backlink information for any domain(SEO).
C 63 55 57 37 47 80 97
11560
mauricioTechDev
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI models to fetch weather alerts …
C 63 55 45 63 18 81 100
11561
CryptoCultCurt
Provide seamless access to Appfolio Property Manager Reporting API through a st…
C 63 66 94 70 0 48 78 84
11562
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
11563
Linkingooo
renderdoc-mcp Claim
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
C 63 54 72 28 N/A 30 87 92
11564
shaikh3
GDrive MCP Server Claim
Enables Claude to perform comprehensive read and write operations on Google Doc…
C 63 64 90 68 0 30 95 90
11565
AgentBase1
mcp-server Claim
AgentBase: open registry of agent instruction files for AI agents. Search and r…
C 63 64 94 60 0 27 95 95
11566
weibaohui
kom Claim 1
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
C 63 55 66 37 87 81 50
11567
Unlock-MCP
Provides direct access to local documentation files through simple search and o…
C 63 54 66 22 N/A 34 95 93
11568
VibeCodingInc
vibe-mcp Claim
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
C 63 64 100 35 0 75 95 80
11569
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
11570
Attilio81
mcp-agno Claim
Provides AI assistants with real-time access to the AGNO framework documentatio…
C 63 55 70 31 27 83 100
11571
qy527145
Acemcp Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 66 86 63 0 55 81 91
11572
shuakami
mcp-download Claim
📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具
C 63 55 64 82 N/A 22 95 34
11573
kinglionsz
A server that enables AI models to access user geolocation information via Edge…
C 63 55 66 28 41 81 100
11574
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
11575
nssachin
mcp-demo Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
C 63 54 38 57 N/A 21 95 100
11576
sujjadshaik
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
C 63 54 56 27 N/A 39 95 100
11577
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
11578
cohnen
mcp-google-ads Claim
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing…
C 63 64 76 66 0 50 90 95
11579
Avi-141
Weft Claim
Enables AI assistants to access and search your local browsing knowledge graph …
C 63 54 66 28 N/A 27 95 92
11580
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
11581
hydavinci
Enables querying the latest commit information for any file in the Chromium rep…
C 63 55 66 32 41 81 91
11582
NatalieCheong
Provides tools for stock data retrieval, historical analysis, and market compar…
C 63 54 72 28 N/A 21 95 93
11583
nikhilgy
A secure, local-first MCP server that enables users to query QuickBooks data su…
C 63 54 88 38 N/A 22 80 71
11584
bswa006
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
C 63 55 73 82 25 81 38
11585
ttjslbz001
AKShare MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to access and analy…
C 63 55 63 55 23 81 83
11586
goperigon
Perigon MCP Server Claim
Enables access to comprehensive news data through the Perigon API, including se…
C 63 66 84 71 0 48 81 92
11587
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 55 60 67 19 81 76
11588
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
11589
juancsanchez
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 55 51 100 27 81 43
11590
shaileshahuja
github-pr-mcp Claim 1
C 63 55 57 41 N/A 40 81 93
11591
CesiumGS
Cesium AI Integrations is a collection of reference integrations and experiment…
C 63 54 84 0 N/A 47 92 92
11592
CaradocNava
A serverless solution for deploying a Model Context Protocol server on Cloudfla…
C 63 55 48 66 26 84 85
11593
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11594
pbohannon
Notion API MCP Server Claim 1
Enables advanced todo list management and content organization using Notion's A…
C 63 55 90 58 38 81 34
11595
yashjani
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 70 27 81 84
11596
tokenizin-agency
mcp-nativewind Claim 1
Rransforms Tailwind components to NativeWind 4.
C 63 55 44 45 N/A 36 95 94
11597
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
11598
MRIIOT
XMI MCP Server Claim 3
An MCP server for querying and exploring SysML XMI models, specifically designe…
C 63 55 75 57 N/A 29 92 49
11599
ai-zerolab
MCP Toolbox Claim
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
C 63 66 84 58 0 73 76 94
11600
batson-j
A Model Context Protocol server providing standardized access to Bible data res…
C 63 55 53 57 19 80 98
Showing 11551–11600 of 50103 servers
« Prev 1 230 231 232 233 234 1003 Next »