MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13201
sebivarga
PostgreSQL MCP Server Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 55 54 51 27 67 94
13202
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13203
inErrataAI
Enables AI agents to search for answers, log unresolved questions, and automati…
C 59 55 76 0 35 81 99
13204
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model…
C 59 54 49 33 N/A 30 90 94
13205
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
13206
dizzydes
0pi-mcp-server Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
C 59 64 90 33 0 46 95 90
13207
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13208
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
13209
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13210
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
13211
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
13212
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13213
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
13214
kukapay
pumpswap-mcp Claim
Enabling AI agents to interact with PumpSwap for real-time token swaps and auto…
C 59 55 60 31 39 74 92
13215
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
13216
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 55 54 33 27 81 99
13217
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
13218
heurist-network
Access specialized web3 AI agents for blockchain analysis, smart contract secur…
C 59 66 84 46 0 59 80 91
13219
leegentle
Skincare-MCP Claim
Provides AI-based skin analysis from selfie image URLs, returning comprehensive…
C 59 55 54 100 23 81 21
13220
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
13221
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 66 72 72 0 28 82 96
13222
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
13223
mayur11235
A testing environment for MCP server setup and client-server interactions, allo…
C 58 54 50 20 N/A 22 95 99
13224
GodModeArch
Provides Philippine License to Sell (LTS) verification data from official DHSUD…
C 58 66 60 65 0 53 81 94
13225
avivshafir
ZeroBounce MCP Server Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 55 53 31 23 81 99
13226
ShaojieJiang
Dangerous MCP Claim
A demonstration server that reveals security risks by accessing sensitive envir…
C 58 54 42 12 N/A 57 90 100
13227
shivam3-garg
Paytm MCP Server Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 55 60 30 25 77 93
13228
abhiemj
A local MCP server that generates animations using Manim.
C 58 54 48 28 N/A 39 87 89
13229
inaridiy
Extracts clean, structured Markdown text from web pages using WebforAI, making …
C 58 55 48 32 39 81 92
13230
EdenYavin
Garak-MCP Claim 1
MCP Server For Garak LLM Vulnerability Scanner https://github.com/EdenYavin/Gar…
C 58 55 51 20 49 76 100
13231
bandageok
A unified local API gateway providing caching, rate limiting, and full Model Co…
C 58 55 94 27 25 81 47
13232
IgorGanapolsky
rlhf-feedback-loop Claim
RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO …
C 58 64 90 0 0 87 95 89
13233
ddkang1
MCP Think Claim 1
A Model Context Protocol server that provides AI assistants like Claude with a …
C 58 55 45 20 54 81 97
13234
Sunwood-ai-labs
Iris MCP Server Claim 2
A Model Context Protocol server that automatically generates structured release…
C 58 55 57 100 22 81 14
13235
neeraj-somani
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 58 55 60 30 26 81 89
13236
ctvidic
Strava MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with S…
C 58 55 45 43 31 78 92
13237
Juan-Andres-Motta
Enables scheduling and managing appointments through a PostgreSQL database, all…
C 58 55 48 33 25 81 100
13238
lsfusion
lsfusion-mcp Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
C 58 55 54 30 28 81 96
13239
Believe-SA
DataDog MCP Server Claim
Enables AI assistants to interact with DataDog's observability platform through…
C 58 55 70 42 38 81 52
13240
mohsenil85
restic-mcp Claim 1
An MCP server that enables AI assistants to manage restic backups, including li…
C 58 54 45 30 N/A 30 90 94
13241
narinzar
Handles SQL query execution for a natural language interface to SQLite database…
C 58 54 72 25 N/A 34 88 65
13242
gitCarrot
A Model Context Protocol server implementation that connects to AWS Cognito for…
C 58 55 45 66 20 81 71
13243
EasonC13-agent
Sui MCP Server Claim 2
An MCP server providing tools for Sui blockchain interaction, including wallet …
C 58 55 39 50 30 71 99
13244
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
13245
PONMANIAN-SA
WhatsApp MCP Claim 1
A Model Context Protocol server that enables interaction with WhatsApp through …
C 58 55 73 0 37 81 100
13246
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13247
abckiran
MCP Server Deepdive Claim 1
A Model Context Protocol server implementation that provides mathematical opera…
C 58 55 39 82 N/A 22 95 40
13248
polydev-ai
polydev Claim
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
C 58 64 94 38 0 37 83 90
13249
kukapay
An MCP server that tracks newly created pools on Pancake Swap.
C 58 55 49 31 40 80 93
13250
woyaxnini
mcp-max-messenger Claim 1
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
C 58 54 69 0 41 82 99
Showing 13201–13250 of 67226 servers
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