MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17501
xiaobenyang-com
This MCP server enables AI assistants to search for images on Wikimedia Commons…
C 56 53 72 62 0 45 95
17502
pipeworx-io
Zoho_crm Claim
Zoho CRM MCP Pack — wraps the Zoho CRM API v6
C 56 44 86 0 47 81
17503
balldontlie-api
mcp Claim
Provides access to live sports data and analytics from BALLDONTLIE: The Sports …
C 55 55 80 55 0 49 81
17504
zihin-ai
Zihin MCP Server Claim
A proxy server that connects MCP clients to the Zihin.ai platform via HTTP, ena…
C 55 55 60 71 0 64 82
17505
vitas
Evidra Claim 1
Evidra — Flight recorder for AI infrastructure agents
C 55 53 60 41 0 86 95
17506
apilocker
API Locker Claim
Encrypted credential vault: LLM, service & OAuth keys. 21-tool MCP server for y…
C 55 44 84 0 N/A 44 81
17507
nexusforge-tools
ECB rates, EUR exchange rates, Eurostat inflation, GDP and unemployment for EU/…
C 55 44 72 0 67 81
17508
controlplaneio-fluxcd
GitOps on Autopilot Mode
C 55 53 56 47 0 84 95
17509
cristianpalomino
Solvent MCP Server Claim
Enables Claude to interact with Solvent Personal Finance Manager through natura…
C 55 55 84 68 0 30 81
17510
45black-Limited
Provides cross-device access to a persistent knowledge graph via Cloudflare Wor…
C 55 44 94 0 30 81
17511
lightconetech
mcp-gateway Claim 2
A gateway demo for MCP SSE Server
C 55 44 56 36 N/A 42 81
17512
huimeicloud
hm_editor Claim
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核,为EMR(电子病历系统)提供专业的结构化病历编辑与AI接入解决方案。
C 55 44 54 12 N/A 76 82 HT
17513
Shy2593666979
AgentChat Claim
AgentChat 是一个基于 LLM 的智能体交流平台,内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作,Agent 可以理解并协…
C 55 53 58 67 0 53 95
17514
data-mindset
Generate realistic fake data across 23 categories, from people and finance to i…
C 55 53 86 50 0 31 95
17515
mickael-kerjean
filestash Claim
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azur…
C 55 44 58 17 63 82
17516
fusedio
fused-mcp Claim
Fused MCP Agents: Setting up MCP Servers for Data Scientists
C 55 53 84 40 0 45 95 JU
17517
sealmetrics
Connects AI assistants like Claude to Sealmetrics analytics data, enabling natu…
C 55 55 100 38 0 42 81
17518
lakevision-project
lakevision Claim
Lakevision is a tool which provides insights into your Apache Iceberg based Dat…
C 55 53 54 63 0 66 95
17519
54yyyu
Kaggle-MCP Claim
Connects Claude AI to the Kaggle API through the Model Context Protocol, enabli…
C 55 44 58 38 41 80
17520
cuthongthai-vn
Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 200…
C 55 44 86 0 N/A 60 69
17521
temporal-cortex
18 deterministic calendar tools: contact resolution, temporal context, availabi…
C 55 44 54 35 N/A 85 52
17522
umedpaliwal
windai-mcp Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
C 55 44 90 0 35 81
17523
aoutpost2-rgb
Provides real-time Indian options market data and volatility analytics from Get…
C 55 55 94 41 0 48 81
17524
0nork
Universal AI API Orchestrator — 1,554 tools, 96 services. One install.
C 55 55 67 66 0 58 81
17525
Toolbase-AI
toolbase Claim 1
A desktop application that adds powerful tools to Claude and AI platforms
C 55 44 60 27 N/A 58 76
17526
azeemkafridi
bulkpublish Claim
Publish, schedule, and manage social media across 11 platforms via MCP.
C 55 44 90 0 N/A 50 69
17527
PrMaat
@prmaat/mcp Claim
Enables Claude and other MCP clients to interact with PrMaat identities, rooms,…
C 55 44 84 0 N/A 48 81
17528
gcoombe
Strava MCP Server Claim
Enables interaction with Strava's API to access and manage activities, athlete …
C 55 55 78 75 0 29 81
17529
gilbitron
An MCP server providing full integration with the Lunch Money API to manage fin…
C 55 55 71 75 0 42 81
17530
automation-ai-labs
mcp-link Claim
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
C 55 44 56 31 N/A 52 80
17531
speakeasy-api
gram Claim
Securely scale AI usage across your organization. Control plane for building, …
D 54 53 58 42 0 84 95
17532
mathhire
Enables users to search for jobs, prefill applications using AI, and automate s…
D 54 44 70 10 51 81
17533
lemonade-sdk
lemonade Claim
Lemonade helps users discover and run local AI apps by serving optimized LLMs r…
D 54 53 60 38 0 82 95 C
17534
bobidk91-ops
Enables interaction with Telegram channels through the Bot API, supporting comp…
D 54 55 80 67 0 29 81
17535
shunshi-ai
bazi-reader-mcp Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
D 54 44 72 0 N/A 62 81
17536
ravitemer
mcphub.nvim Claim
An MCP client for Neovim that seamlessly integrates MCP servers into your editi…
D 54 44 50 12 N/A 75 85
17537
srotzin
Construction product lookup for Simpson Strong-Tie structural catalog
D 54 44 86 0 35 81
17538
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
D 54 44 64 0 N/A 71 81
17539
grainulation
grainulator Claim
Research that compiles.
D 54 44 60 0 N/A 82 81 HT
17540
wenerme
MSSQL database integration with schema inspection and query capabilities
D 54 44 54 22 N/A 55 84
17541
shyuan
A Model Context Protocol server that enables Claude Desktop to query and analyz…
D 54 53 65 60 0 48 95
17542
letsgomaslow
think-mcp Claim
Provides structured thinking tools including mental models, design patterns, de…
D 54 55 78 63 0 37 81
17543
Southclaws
Storyden Claim
A modern community hub with forum and knowledge base. Native MCP built-in, read…
D 54 53 54 51 0 77 95
17544
asif-nvc
e2b-sandbox-mcp Claim
Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated L…
D 54 44 76 0 52 81
17545
safedep
Protect your AI agents and IDEs from malicious open-source packages.
D 54 53 56 40 0 85 95
17546
ag2-mcp-servers
Auto-generated MCP server that enables interaction with Google's Cloud DNS API …
D 54 44 60 42 21 84
17547
sparkvibe-io
MemoryMesh Claim
The SQLite of AI Memory — persistent, zero-dependency memory for any LLM applic…
D 54 55 96 10 0 79 80
17548
KAIpany
Enables AI assistants to interact with Feishu/Lark platform through comprehensi…
D 54 55 66 67 0 54 78
17549
ennuiii
Enables interaction with Azure DevOps services through Personal Access Token au…
D 54 55 86 63 0 26 81
17550
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 55 72 72 0 37 78
Showing 17501–17550 of 33745 servers
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