MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
MacromNex
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
C 64 55 72 35 28 81 98
11002
lininn
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
C 64 55 54 42 45 81 98
11003
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
11004
ubuygold
Jina Free MCP Claim
A Managed Component Provider that enables fetching webpage content using Jina A…
C 64 55 52 63 21 80 100
11005
trillium
Talon MCP Claim 2
An MCP server for the Talon accessibility framework that surfaces logs, configu…
C 64 54 39 61 N/A 27 90 99
11006
rendyfebry
Google PSE MCP Server Claim 1
A Model Context Protocol server that enables LLM clients like VSCode, Copilot, …
C 64 66 79 65 0 64 81 97
11007
antonpk1
A Model Context Protocol server built with Express.js that provides cryptograph…
C 64 55 63 47 34 76 98
11008
samihalawa
Edge TTS MCP Claim
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
C 64 55 54 52 44 81 90
11009
imohuan
An MCP server for intelligent novel processing that enables precise token-based…
C 64 55 33 82 N/A 42 95 65
11010
backsoul
A server that implements the Model Context Protocol for managing dynamic forms,…
C 64 54 54 55 N/A 27 89 91
11011
PranayChowdhury00
Connects with Google Calendar API to fetch calendar events for specific dates t…
C 64 55 54 66 21 81 92
11012
chukfinley
DroidRun MCP Server Claim 1
Enables text-based control of Android devices through Claude Code using accessi…
C 64 54 54 35 N/A 42 92 100
11013
gigici99
Enables AI assistants to analyze Java and Web projects, automatically generate …
C 64 54 68 31 N/A 21 95 98
11014
avaxia8
Enables extraction of text, tables, and structured data from PDFs, images, and …
C 64 55 78 46 22 81 83
11015
etfromchina
Provides tools to fetch random or categorized riddles, verify answers, and view…
C 64 55 72 41 28 82 91
11016
ryanhall00
A deployable server that implements the Model Context Protocol on Cloudflare Wo…
C 64 54 48 68 N/A 21 95 81
11017
rezaeim
A basic implementation of a Model Context Protocol server that demonstrates cor…
C 64 54 66 27 N/A 39 92 96
11018
Traia-IO
Provides AI agents and LLMs with standardized tools to interact with the ICON M…
C 64 55 68 43 24 82 95
11019
gimjin
Message MCP Claim
Real-time push notifications and alert sounds free you from staring at the scre…
C 64 64 72 68 0 61 95 94
11020
codingthefuturewithai
MCP JIRA Server Claim 1
A Model Context Protocol server that enables AI assistants to create and manage…
C 64 55 69 45 28 80 90
11021
czangyeob
MCP PII Tools Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 55 80 43 22 81 82
11022
afshawnlotfi
A Model Context Protocol server that provides browser automation capabilities u…
C 64 54 65 53 N/A 13 82 99
11023
ashwin2912
A Model Context Protocol server that enables AI assistants to interact with Sal…
C 64 54 65 43 N/A 21 95 86
11024
leosebben
mcp-meupc Claim 2
An MCP server for searching PC components and comparing prices across Brazilian…
C 64 55 51 52 74 82 66
11025
JaeAeich
Poiesis MCP Server Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 55 86 68 44 81 29
11026
tomaspavlin
Rohlik MCP Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 64 66 84 70 0 56 78 100
11027
agentwebprotocol
AWP MCP Server Claim 1
Provides tools for AI assistants to access the Agent Web Protocol (AWP) specifi…
C 64 55 88 0 48 84 97
11028
dragon1086
kospi-kosdaq Claim 2
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
C 64 55 51 46 52 80 94
11029
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 55 72 43 19 81 95
11030
jackalterman
Enables rapid creation of new projects from predefined templates including Reac…
C 64 54 60 45 N/A 25 88 96
11031
mchldzn
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 64 54 33 55 N/A 41 95 100
11032
dhippley
Enables exploration and analysis of Azure infrastructure by querying Azure Reso…
C 64 55 78 35 23 81 93
11033
Adry22
MCPWeather Claim
Enables processing and handling of weather-related data requests through the Mo…
C 64 54 48 50 N/A 24 95 100
11034
Fromsko
Enables AI assistants to interact with SiYuan Note for comprehensive notebook m…
C 64 55 66 66 46 78 59
11035
clarencyu-boop
sentinel Claim
Crypto trading backtesting, bot deployment, AI strategy, and account management…
C 64 66 88 72 0 62 71 95
11036
b0ttle-neck
mcp-steampipe Claim
This is an MCP written for steampipe. This Steampipe MCP tool allows Claude to …
C 64 54 54 35 N/A 44 95 94
11037
yucheuan
DatahubMCP Claim
Enables Claude to query MySQL databases and access Google Workspace (Sheets, Fo…
C 64 55 72 42 26 81 92
11038
MissionSquad
MCP Avantage Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 55 59 100 23 82 42
11039
zhizhuodemao
Android Proxy MCP Claim 2
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traf…
C 64 54 65 31 N/A 51 90 83
11040
liuyoshio
MCP Compass Claim 1
MCP Compass is a discovery and recommendation service that assists AI assistant…
C 64 64 90 61 0 45 95 92
11041
Dollarhyde
GR-MCP Claim 1
An MCP server that enables natural language-driven creation and management of G…
C 64 54 57 31 N/A 45 90 100
11042
kokogo100
ragalgo Claim
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
C 64 64 78 72 0 51 95 86
11043
Zolo-Ryan
MarketAuxMcpServer Claim 1
MCP server for comprehensive market and financial news search with advanced fil…
C 64 55 51 68 22 80 91
11044
lienhage
Blockchain MCP Server Claim 2
A Model Context Protocol server providing Ethereum blockchain tools, including …
C 64 55 57 62 25 76 91
11045
AmistaUS-AVA
SAP MCP Server Claim 1
Enables AI clients to query live data from SAP HANA and SQL databases through r…
C 64 55 72 31 42 81 91
11046
sfc-gh-tgordonjr
Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the…
C 64 55 78 41 41 77 78
11047
RicardoCenci
WikiJS MCP Server Claim
Enables AI assistants to search and retrieve content from WikiJS knowledge base…
C 64 55 54 70 43 81 69
11048
Adsdworld
MCP JSON Navigator Claim
Enables efficient navigation and search of large JSON files (>10MB) through int…
C 64 54 60 47 N/A 22 95 90
11049
juhemcp
Juhe News MCP Server Claim 2
A Model Context Protocol server that enables large language models to access th…
C 64 55 63 100 39 80 25
11050
sonicjoy
Automatically generates comprehensive merge request summaries from git logs, an…
C 64 54 54 36 N/A 50 89 96
Showing 11001–11050 of 57357 servers
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