MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29945
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24151
smk2k23
A template for deploying authentication-free MCP servers on Cloudflare Workers …
D 54 44 48 55 27 81
24152
Joshuashen022
Enables AI agents to interact with Ethereum blockchain by querying ETH and ERC-…
D 54 44 48 58 24 81
24153
awaku7
mcpbluesky Claim 1
An MCP server that enables users to interact with the Bluesky social network th…
D 54 44 47 43 45 80
24154
RMRanjit
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
D 54 44 64 15 48 84
24155
rccyx
S3 MCP Server Claim
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
D 54 44 60 25 49 81
24156
randomm
Files-DB-MCP Claim
A local vector database system that provides LLM coding agents with fast, effic…
D 54 43 48 27 N/A 43 95
24157
nikitatsym
gitea-mcp Claim 2
An MCP server providing comprehensive Gitea API coverage with 186 tools for man…
D 54 44 45 40 53 80
24158
ag2-mcp-servers
Vimeo MCP Server Claim
Provides a Multi-Agent Conversation Protocol server for interfacing with the Vi…
D 54 44 60 42 21 83
24159
llmian-space
DevDocs MCP Claim 1
A Model Context Protocol implementation that enables AI-powered access to docum…
D 54 43 50 30 N/A 36 95
24160
Teeksss
MCP Server Claim
A multi-model platform that integrates RAG (Retrieval-Augmented Generation) wit…
D 54 44 42 63 26 81
24161
yanjunz
mcp_search_images Claim
A search service based on multiple image APIs and icon generation capabilities,…
D 54 44 54 36 48 78
24162
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides access to Google's Loc…
D 54 44 60 50 21 76
24163
elphinsnow
mcp-remote-py Claim
A minimal Python-based proxy that bridges local MCP STDIO clients with remote M…
D 54 44 56 41 30 82
24164
mjbeatty89
dotfiles Claim
D 54 33 44 N/A N/A 18 95
24165
ag2-mcp-servers
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
D 54 43 45 50 N/A 21 95
24166
chumbalayaa
amiready-ai Claim
D 54 43 48 45 N/A 30 90
24167
aymericzip
intlayer Claim 1
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n…
D 54 44 39 27 79 81
24168
Shak2000
Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real…
D 54 43 48 50 N/A 16 95
24169
VitoLin
mcpwrapped Claim
A lightweight proxy that allows users to filter MCP tools by whitelisting speci…
D 54 44 60 22 52 82
24170
o2-exchange
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
D 54 44 60 41 27 81
24171
ronitjadhav
GeoServer MCP Server Claim 1
A Model Context Protocol (MCP) server that exposes GeoServer REST API functiona…
D 54 43 49 31 55 83
24172
yubraaj11
ffmpeg-mcp Claim
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
D 54 43 54 36 N/A 30 90
24173
ag2-mcp-servers
Auto-generated MCP server that enables interaction with the Firebase App Distri…
D 54 44 60 45 21 81
24174
jasong-03
SuiAgentic Claim
A FastAPI-based application that enables document embedding and semantic retrie…
D 54 44 42 68 16 82
24175
debajoycs98
Enables comprehensive personal task management through specialized MCP servers …
D 54 43 60 27 N/A 26 95
24176
qualixar
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on L…
D 54 44 64 0 N/A 72 81
24177
addhe
Enables interaction with Google Cloud Platform services through gcloud CLI comm…
D 54 44 50 38 44 81
24178
gitkraken
GitKraken MCP Claim
The GitKraken MCP Server turns your AI assistant into a context-aware developme…
D 54 33 42 N/A N/A 21 95
24179
kayesFerdous
Enables interaction with Google Calendar through OAuth 2.0 authentication. Supp…
D 54 44 60 45 21 81
24180
ag2-mcp-servers
This server enables interacting with the National Digital Health Mission's Heal…
D 53 44 60 40 21 81
24181
capoom
HoudiniMCP Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
D 53 33 40 N/A N/A 18 95
24182
Banyango
ReciMCP Claim
A lightweight Python-based MCP server for managing recipes and favorite collect…
D 53 43 44 47 N/A 27 91
24183
AbdelrhmanSror
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
D 53 44 72 27 22 80
24184
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
D 53 55 70 43 0 75 80
24185
mschuchard
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
D 53 44 50 30 49 81
24186
canlgz
MarkItDown MCP Server Claim 2
A Model Context Protocol server that converts various file formats (PDF, PowerP…
D 53 43 45 31 N/A 38 95
24187
chaudepark
AbletonMCP Claim
A server that connects Ableton Live to Claude AI through the Model Context Prot…
D 53 43 48 33 N/A 41 90
24188
vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and …
D 53 43 33 33 N/A 66 89
24189
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
24190
sequa-ai
sequa-mcp Claim
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools kn…
D 53 44 42 38 52 83
24191
dotemacs
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
D 53 43 34 58 N/A 24 94
24192
Shekharmaheswari85
A middleware server that intelligently routes AI model queries to appropriate d…
D 53 44 48 55 21 81
24193
icatw
UML MCP Claim
Enables AI assistants to generate UML diagrams through natural language by rend…
D 53 44 54 41 31 81
24194
AI-Zebra
Control virtual computers through a cloud-based desktop environment. Enable age…
D 53 43 60 30 N/A 18 95
24195
elbruno
Sample MCP Server and MCP client with Aspire
D 53 43 56 12 N/A 45 95 HT
24196
foxywolf-hub
MCP Server Claim
Model Context Protocol server that enables API test automation across various A…
D 53 43 50 31 N/A 39 90
24197
AlexanderVTr
Automatically organizes files in your Downloads folder by categorizing them int…
D 53 43 56 30 N/A 23 95
24198
cablehead
gpt2099.nu Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
D 53 43 60 27 N/A 28 90 NU
24199 D 53 33 44 N/A N/A 13 95
24200
HatriGt
hana-mcp-server Claim
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
D 53 44 50 31 N/A 52 80
Showing 24151–24200 of 60387 servers
« Prev 1 482 483 484 485 486 1208 Next »