MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8401
luoshui-coder
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
C 69 55 94 40 17 80 100
8402
qso-graph
iota-mcp Claim
Enables IOTA group lookup, island search, DXCC mapping, nearby groups, and prog…
C 69 54 70 42 38 94 98
8403
koji117
Oura MCP Server Claim
Provides access to Oura Ring health data, including sleep, activity, readiness,…
C 69 54 68 68 N/A 35 89 77
8404
hunter-arton
A Model Context Protocol server that provides web and image search capabilities…
C 69 55 79 58 26 81 91
8405
Cicatriiz
OpenEdu MCP Server Claim
A comprehensive Model Context Protocol server providing educational resources a…
C 69 55 78 43 40 83 94
8406
Racimy
Enables users to search for movies and retrieve showtimes from Allociné, includ…
C 69 55 78 52 30 81 94
8407
dennisonbertram
MCP Anvil Tools Claim
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
C 69 55 84 61 33 80 77
8408
sethdavis512
An AI-powered MCP server that provides development tools for code analysis, doc…
C 69 54 80 48 N/A 21 95 91
8409
areznik23
CC-Meta Claim 1
An MCP server that evaluates prompts using AI to provide detailed feedback on c…
C 69 55 75 83 N/A 25 95 52
8410
jenius-group
A server that enables control of smart home devices through the Jenius AI agent…
C 69 55 62 70 39 81 88
8411
Melostack
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
C 69 55 72 95 N/A 30 95 34
8412
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8413
a-yushko
MCP-CLIO Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
C 69 54 66 66 N/A 35 87 86
8414
FranciscoYuster
mcp-skills Claim
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
C 69 55 56 61 58 78 96
8415
variflight
Provides tools to query flight and train information including flight searches,…
C 69 55 76 63 19 81 93
8416
yuhuacheng
A server that lets you get customized music recommendations from TIDAL based on…
C 69 55 72 48 44 81 97
8417
fakepixels
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
C 69 55 69 56 44 81 92
8418
Nicolas-One
Provides comprehensive Redis database operations supporting all major data type…
C 69 55 72 57 53 81 80
8419
1595901624
Crypto_MCP Claim 1
A Model Context Protocol server for AES encryption and decryption, supporting v…
C 69 54 51 55 N/A 58 90 96
8420
yayoboy
Oxide Claim 1
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
C 69 55 84 43 37 80 92
8421
xBlueCode
findata-mcp-server Claim 1
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 55 78 56 19 80 100
8422
nzjami
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
C 69 55 57 67 54 81 88
8423
parmindersk
mcp-starter Claim
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
C 69 55 66 56 41 81 95
8424
spencerkinney
Computer Use Claim
Computer Use
C 69 54 60 66 N/A 16 95 95
8425
zeromicro
mcp-zero Claim
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC …
C 69 54 82 58 N/A 71 90 37
8426
ssonthal
A Model Context Protocol server that integrates with Zerodha APIs for automated…
C 69 55 63 66 26 81 100
8427 C 69 54 68 50 N/A 22 95 100
8428
NitayRabi
FitBit MCP Claim
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
C 69 55 60 71 49 81 83
8429
sharkusmanch
Steam MCP Server Claim
Provides tools for interacting with the Steam Web API to access player profiles…
C 69 55 76 40 65 81 86
8430
jensenloke
MSSQL MCP Server Claim 1
A Model Context Protocol server that provides comprehensive access to Microsoft…
C 69 55 85 51 18 81 95
8431
Angad-2002
Enables managing AI meeting bots that can join, record, transcribe meetings, sp…
C 69 55 78 75 N/A 43 95 43
8432
hrrrsn
mcp-vnc Claim 1
An MCP server that allows AI agents to remotely control Windows, Linux, and mac…
C 69 55 71 75 67 81 46
8433
mingle98
Provides image compliance checking, recipe lookup, file operations (read/write/…
C 69 55 68 71 42 81 74
8434
ChrisChoTW
databricks-mcp Claim 1
A read-only MCP server that enables users to query Databricks SQL, browse metad…
C 69 54 60 52 N/A 53 91 88
8435
mkafw
Enables AI assistants to help users manage their reading experience by searchin…
C 69 54 78 52 N/A 21 95 85
8436
1052666
WeChat MCP Server Claim
Enables AI assistants to send WeChat messages through automation, supporting bo…
C 69 54 86 33 N/A 51 95 76
8437
flrngel
Enables Claude to maintain persistent memory across conversations using a local…
C 69 55 94 82 23 80 46
8438
WindieChai
Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to …
C 69 55 60 68 38 76 100
8439
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 54 48 52 N/A 61 95 97
8440
j1c4b
Provides real-time stock data analysis, portfolio management, technical analysi…
C 69 55 84 53 19 81 94
8441
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 55 66 56 47 81 92
8442
ACaiSec
A local Ethereum contract analysis tool that retrieves on-chain information, in…
C 69 55 56 82 N/A 22 94 78
8443
aYon1997
Sends periodic system notifications to remind users to take breaks and move aro…
C 69 55 74 87 N/A 57 95 21
8444
Ratnaditya-J
SpineFrame Claim 1
Governance runtime for AI agents with signed provenance, compliance audits, and…
C 69 55 96 0 N/A 78 81 96
8445
fliptheweb
fatsecret-mcp Claim 4
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
C 69 55 63 82 N/A 76 74 51
8446
JMRussas
Ollama MCP Server Claim
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
C 69 54 70 38 N/A 53 92 93
8447
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 55 84 75 N/A 24 95 50
8448
linxule
Vox MCP Claim 3
Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemi…
C 69 54 96 41 N/A 75 62 69
8449
mergedao
mcp-jobs Claim
A zero-configuration job aggregation server that enables searching for position…
C 69 55 80 58 39 78 80
8450
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 55 66 61 32 82 100
Showing 8401–8450 of 47628 servers
« Prev 1 167 168 169 170 171 953 Next »