MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
xinyuzjj
Superpowers MCP Claim 1
Exposes the full functionality of the Superpowers framework as MCP tools to pro…
B 72 54 72 52 N/A 50 87 94
5952
dumko2001
Enables AI agents to search for cabs, view prices, and book rides through the o…
B 72 55 78 66 24 81 100
5953
magnetai
An MCP server that enables fee-free USDC transfers on the Base blockchain netwo…
B 72 54 75 58 N/A 41 95 82
5954
cmeans
clipboard-mcp Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
B 72 54 82 33 N/A 69 92 84
5955
OnePieceLwc
Logo MCP Claim
Intelligently extracts and analyzes website logos from multiple sources (favico…
B 72 55 84 62 29 82 90
5956
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
5957
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
5958
PranshuSrivastava
inspect-logs-mcp Claim
Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation lo…
B 72 55 68 74 N/A 24 95 90
5959
totodev999
Provides reference information for shadcn/ui components through a Model Context…
B 72 55 78 56 41 81 100
5960
Automata-Labs-team
An MCP server to create secure code sandbox environment for executing code with…
B 72 55 61 58 64 80 100
5961
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
5962
scanpower
Enables interaction with ScanPower's inventory and shipment management system t…
B 72 55 92 87 26 74 64
5963
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
5964
itzdaimy
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
B 72 55 66 61 N/A 50 82 99
5965
MagnusJohansson
siglent-sds-mcp Claim 1
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
B 72 55 53 100 N/A 57 95 50
5966
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
5967
gto1seoul
MCP OpenAI Server Claim 1
Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1…
B 72 55 96 33 49 80 96
5968
tandat8503
Enables interaction with Reddit through a comprehensive API interface supportin…
B 72 55 72 75 25 81 98
5969
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
5970
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
5971
biocross
displaybuddy-mcp Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 54 61 62 N/A 50 87 99
5972
yhai3596
Enables users to analyze, search, and export chat logs from various platforms t…
B 72 55 86 57 49 82 77
5973
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
5974
matsjfunke
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
B 72 55 72 70 26 81 100
5975
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
5976
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
5977
su-record
Hi-AI Claim 1
A simple AI development tool that helps users interact with AI through natural …
B 72 55 72 91 73 81 40
5978
khandrew1
Usher MCP Claim
Enables users to search and view detailed movie information from TMDB, includin…
B 72 55 74 62 35 80 100
5979
anuj0456
Enables AI assistants to search, retrieve, analyze, and export academic papers …
B 72 54 73 61 41 89 92
5980
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
5981
xianminx
Flomo MCP Server Claim
Enables users to create and save notes in Flomo directly through AI chat intera…
B 72 55 70 62 51 81 94
5982
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
5983
Pavilion-devs
Saros MCP Server Claim 1
Enables AI agents to interact with Saros DeFi through natural language, providi…
B 72 55 78 91 45 81 55
5984
yudppp
An MCP server that enables users to retrieve, filter, and search through Claude…
B 72 54 69 65 N/A 26 90 99
5985
rkampani
Enables AI assistants to perform real-time web searches, fetch webpage content,…
B 72 55 78 70 22 81 94
5986
jpbullalayao
Creates shareable Pokepaste URLs from Pokémon team data, allowing users to form…
B 72 55 86 100 41 81 33
5987
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
5988
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
5989
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5990
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
5991
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
5992
HZYAI
RAGScore Claim
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
B 72 54 82 40 N/A 79 75 89
5993
chazmaniandinkle
A Model Context Protocol server that transforms video downloading into a tool-b…
B 72 55 75 60 40 80 98
5994
dubuqingfeng
gitlab-mcp-server Claim 1
GitLab MCP (Model Context Protocol) server for AI agents
B 72 54 66 71 N/A 47 75 96
5995
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
5996
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
5997
dheersingh1973
MCP MySQL Server Claim
Enables interaction with MySQL databases through MCP, supporting query executio…
B 72 55 84 100 24 81 48
5998
bnookala
MCP Emotional Support Claim 1
Provides a therapeutic interface for LLMs to receive emotional validation and p…
B 72 55 86 53 39 80 92
5999
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6000
hohuuduc
Web Viewer MCP Server Claim 1
Allows AI agents to control and interact with VS Code webviews by providing too…
B 72 54 78 56 N/A 27 90 100
Showing 5951–6000 of 66427 servers
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