MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3801
snoopdave
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
B 75 55 68 68 53 84 100
3802
Vvkmnn
An MCP server that enables inter-Claude communication and context sharing for s…
B 75 54 75 53 N/A 58 95 91
3803
aali-1
Twitter MCP Server Claim
Model Context Protocol server that enables programmatic interaction with Twitte…
B 75 55 94 52 41 81 100
3804
ivanbaha
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
B 75 55 78 72 41 81 95
3805
circuitry-dev
Connects AI coding agents to Circuitry's visual workflow platform, enabling the…
B 75 54 84 63 N/A 31 95 92
3806
laxmimerit
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
B 75 54 78 66 N/A 33 90 96 HT
3807
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
3808
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3809
Shockedrope
Todoist MCP Server Claim
Enables AI assistants to manage Todoist tasks, projects, labels, sections, and …
B 75 55 86 75 19 81 96
3810
yhc0712
Enables AI assistants to interact with Actual Budget for personal finance manag…
B 75 55 72 72 43 81 100
3811
Qiskit
Qiskit MCP Server Claim 1
MCP server for Qiskit quantum computing with circuit serialization utilities
B 75 54 69 43 N/A 77 95 99
3812
yop-platform
yop-mcp Claim
yop-mcp 是一个专为易宝支付开放平台(YOP)设计的 MCP (Model Context Protocol) Server,提供了一套完整的工具函数,…
B 75 55 60 82 65 81 87
3813
lintility
Enables control of Vestaboard displays through cloud and local APIs, allowing u…
B 75 55 78 67 48 81 97
3814
vincentf305
Deepseek MCP Server Claim 1
A Model Control Protocol server implementation that allows Claude Desktop to us…
B 75 55 90 67 34 80 92
3815
prazedotid
UUID MCP Provider Claim
A simple Model Context Protocol server that provides timestamp-based UUID v7 id…
B 75 55 72 87 41 81 85
3816
aws-solutions-library-samples
ABAP Accelerator is an MCP server that helps organizations create, test, docume…
B 75 54 88 43 N/A 44 95 96
3817
imdinu
Apple Mail MCP Claim
Fast MCP server for Apple Mail with batch JXA and FTS5 search index.
B 75 54 82 32 N/A 80 87 100
3818
davidorex
Facilitates AI session handoffs and next steps tracking through project-based o…
B 75 55 90 100 N/A 22 95 46
3819
olamide-olaniyan
Query social media data from Instagram, TikTok, Twitter/X, Threads, YouTube, Fa…
B 75 55 78 65 44 81 100
3820
silenceper
mcp-k8s Claim
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
B 75 55 72 53 76 80 100
3821
solanaprox
solanaprox-mcp Claim 1
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
B 75 55 86 65 32 80 99
3822
konarkm
X Search MCP Claim
Enables searching X (formerly Twitter) using xAI's Responses API with support f…
B 75 55 72 75 50 81 94
3823
timottowitz
Linear MCP Server Claim
Enables interaction with Linear's API to manage issues, projects, and teams. Su…
B 75 55 96 67 22 80 96
3824
PetrefiedThunder
MCP Gateway Claim
An enterprise infrastructure layer for the Model Context Protocol that provides…
B 75 55 78 67 55 80 92
3825
bsmi021
Enables web content scanning and analysis by fetching, analyzing, and extractin…
B 75 55 72 68 49 82 100
3826
hanweg
Facilitates interaction with Microsoft SQL Server Express, supporting database …
B 75 55 86 66 35 80 100
3827
Vivek-k3
Models Plus Claim
Discover and compare models and providers with up-to-date pricing, limits, moda…
B 75 55 84 60 49 80 95
3828
dennisonbertram
Enables management of decentralized organizational roles and permissions throug…
B 75 55 96 60 30 78 95
3829
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 55 94 58 35 80 95
3830
opanel-mc
OPanel MCP Claim 1
A MCP server integrated with the OPanel server management panel, enabling LLM-a…
B 75 54 71 68 54 87 94
3831
danielpodrazka
editor-mcp Claim
A Python-based text editor server built with FastMCP that provides tools for fi…
B 75 55 66 82 N/A 44 95 82
3832
nickytonline
dev-to-mcp Claim
A remote Model Context Protocol (MCP) server for interacting with the dev.to pu…
B 75 55 90 62 N/A 37 81 96
3833
BasisSetVentures
Provides seamless access to Grok AI models through the Model Context Protocol b…
B 75 55 72 82 N/A 50 95 69
3834
yeakub108
A Cursor-compatible toolkit that provides intelligent coding assistance through…
B 75 54 80 61 N/A 40 95 90
3835
quequiere
perplexity-web-mcp Claim 2
An MCP server that enables AI assistants to perform web searches on Perplexity.…
B 75 55 61 100 N/A 67 95 49
3836
tkoba1974
Kroki Server Claim 1
Generate and download diagrams in various formats using Kroki.io. Convert your …
B 75 55 90 100 N/A 43 81 45
3837
ciro-maciel
Enables AI assistants to interact with Self, a self-awareness framework that co…
B 75 55 88 60 47 82 92
3838
mkummer225
Google Sheets MCP Claim
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
B 75 55 86 57 47 81 100
3839
Cappybara12
OpenXAI MCP Server Claim 1
Provides tools for evaluating and benchmarking AI explanation methods through a…
B 75 55 84 75 N/A 40 95 70
3840
streamnative
Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️…
B 75 54 90 37 N/A 73 89 87
3841
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 55 88 100 42 81 49
3842
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
3843
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 55 94 65 19 81 100
3844
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
3845
drewsungg
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
B 75 55 90 50 51 80 100
3846
litoralcreativo
Enables interaction with Informix databases through a Model Context Protocol se…
B 75 55 60 100 20 81 100
3847
Props-Labs
Enables access to Fireflies.ai API for retrieving, searching, and summarizing m…
B 75 55 92 73 18 80 95
3848
dhippley
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
B 75 55 84 76 19 81 98
3849
shifusen329
n8n-mcp Claim
A Python-based MCP server adapted from the n8n_agent project that implements a …
B 75 54 84 66 N/A 21 95 97
3850
108yen
memo-mcp Claim 1
This is an MCP server that enables agents to record, search, and retrieve memos…
B 75 55 82 82 N/A 69 95 41
Showing 3801–3850 of 30006 servers
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