MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13551
RommelAgasa
A quickstart template for building and deploying secure, remote MCP servers to …
C 57 55 42 25 49 82 93
13552
ag2-mcp-servers
This MCP server enables interaction with the Punjab State Board of Technical Ed…
C 57 55 60 60 21 76 55
13553
mattmarcin
AQICN MCP Server Claim 1
Enables interaction with the World Air Quality Index to fetch real-time air qua…
C 57 66 60 70 0 37 81 92
13554
InfolabAI
Gemini MCP Server Claim
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
C 57 54 48 28 N/A 45 95 73
13555
adammharris
Gospel Library MCP Claim
Enables access to LDS Gospel Library content and scriptures through the Model C…
C 57 66 66 63 0 36 81 94
13556
huitmj
A basic Model Context Protocol server that provides static information and fact…
C 57 55 56 22 16 84 100
13557
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13558
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 66 80 50 0 30 80 99
13559
dydtkddl
QCViz-MCP Claim 1
An MCP server for quantum chemistry that enables LLMs to perform electronic str…
C 57 54 33 28 N/A 65 92 79
13560
sergio-deras
Shell Server Claim 1
A Model Context Protocol server that enables users to execute arbitrary shell c…
C 57 54 49 36 N/A 27 84 89
13561
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 55 33 82 N/A 41 95 27
13562
kentaro
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
C 57 55 45 62 20 81 70
13563
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 57 66 86 41 0 31 81 99
13564
devyhan
Xcode MCP Server Claim 3
A Model Context Protocol server that provides tools for Xcode-related operation…
C 57 54 45 53 N/A 50 84 53
13565
Hale2000
mcp-mybatis Claim
A MyBatis configuration validation tool that checks for consistency between Jav…
C 57 54 48 35 N/A 30 90 82
13566
jjwjr94
Enables complete interaction with Airtable databases through 16 CRUD operations…
C 57 66 78 43 0 44 81 99
13567
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 55 60 82 37 81 11
13568
lroolle
A Model Context Protocol server that enables Claude users to access specialized…
C 57 55 53 38 24 81 86
13569
TusharShahi
MCP Jira Claim
Model Context Protocol server that allows AI assistants to interact with Jira, …
C 57 55 60 20 24 81 97
13570
beallac
Enables beginner-friendly Python and Pybricks development support through RAG-p…
C 57 55 42 56 16 81 84
13571
GUCCI-atlasv
AI skill security scanner. Detects prompt injection, credential theft, ClawHavo…
C 57 66 96 22 0 49 82 94
13572
hunterCM
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
C 57 55 45 17 46 83 100
13573
zhaobu
Enables AI assistants to collect interactive user feedback through a modern GUI…
C 57 54 48 31 N/A 42 89 76
13574
Shreshtthh
A Windows-based MCP server that provides real-time hardware telemetry and syste…
C 57 54 48 20 N/A 25 94 97
13575
Klavis-AI
strata Claim 1
MCP server for progressive tool usage at any scale (see https://klavis.ai)
C 57 66 69 37 0 82 76 91
13576
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13577
Soham-bakshi
A server that powers an interactive chatbot for querying and managing tax alert…
C 57 54 64 22 N/A 19 77 100
13578
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13579
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13580
wearzdk
seedream-image-mcp Claim
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力,让AI生成的页面不再单调!
C 57 66 78 68 0 41 81 72
13581
Anwesh43
A template for creating and deploying Model Context Protocol servers on the Api…
C 57 55 48 32 24 81 100
13582
ShunsukeTamura06
A FastMCP-based server that provides access to Bloomberg market data through si…
C 57 54 62 38 N/A 21 95 59
13583
teilomillet
jiki Claim
C 57 64 72 28 0 54 95 98
13584
y0zg
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
C 57 55 60 38 16 81 84
13585
bscarberry
A production-ready MCP server built with Node.js and Express that supports remo…
C 57 55 66 0 35 83 100
13586
SuxyEE
aliyun-sls-mcp Claim
Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural…
C 57 55 72 0 35 81 95
13587
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 55 60 22 21 81 99
13588
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13589
mattcoatsworth
Zoom API MCP Server Claim 2
A comprehensive Model Context Protocol server that enables interaction with the…
C 57 55 56 82 25 82 27
13590
SmartManoj
Provide a simple MCP server with a greeting tool to enable interactive developm…
C 57 54 48 21 N/A 21 95 98
13591
gsmethells
preflight-mcp Claim
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
C 57 55 66 0 46 81 94
13592
zhengwanbo
Oracle MCP Server Claim 1
A Model Context Protocol server that provides contextual Oracle database schema…
C 57 55 45 31 39 81 94
13593
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13594
vvbv
PyerP MCP Server Claim 1
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
C 57 55 45 38 27 81 92
13595
junjiem
A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) s…
C 57 66 96 41 0 37 80 84
13596
riteshbangal
BuildMcpServer Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 54 50 27 N/A 43 95 71
13597
chaitanyaatlan
A demonstration MCP server providing basic tools for returning greetings and pe…
C 57 54 42 27 N/A 22 95 98
13598
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13599
vinayak-mehta
Linear MCP Server Claim 2
A Model Context Protocol server that integrates with Linear, enabling AI assist…
C 57 55 33 41 50 80 89
13600
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
Showing 13551–13600 of 54421 servers
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