MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44801
mathomhaus
guild Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
N/A N/A
44802
davidweatherall
Enables planning with Claude Code and high-speed code generation using Cerebras…
N/A N/A
44803
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
44804
Jasonrve
A minimal MCP server offering a hello_world tool that returns a greeting and cu…
44805
spotlight Claim 1
Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). N…
N/A N/A 81
44806
mustafa-karakoyun
weather-mcp1 Claim
N/A N/A 95
44807
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
44808
processedfood
MCP server that fetches and replies to Figma file comments, with filtering and …
N/A N/A
44809
hmmatus
MCP server for managing users in PostgreSQL, enabling CRUD operations and searc…
44810
Dante-tx
Enables SAP ABAP development workflows including ADT login, object search, read…
N/A N/A 95
44811
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
44812
argon-lab
argon Claim
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo…
N/A N/A
44813
Vvlladd
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
N/A N/A
44814
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
44815
CSOAI-ORG
customer-support-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44816
aleks-yustas
Local MCP server that provides current weather, forecast, summary, and weather …
44817
private-technology
An MCP server for GitHub Copilot that enables reading and processing Excel work…
81
44818
dfla-me
omada-mcp Claim
A Model Context Protocol server that enables AI assistants to read and safely m…
N/A N/A
44819
asadhuddleduck
thread-storm Claim
MCP server for publishing threads to Threads and Twitter/X simultaneously from …
N/A N/A
44820
lstpsche
MCP server that provides 22 tools to manage Apidog API documentation, including…
44821
dcarrascosa
ms-todo-mcp Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
44822
MinaProtocol
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, arch…
N/A N/A
44823
mako10k
Enables storing, searching, and discovering knowledge connections using associa…
N/A N/A
44824
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
44825
LeadDelta
mcpServer Claim
Connect your AI assistant to LeadDelta — the LinkedIn CRM — and manage your net…
N/A N/A 95
44826
hkopenai
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
44827
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
44828
youichi-uda
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
N/A N/A
44829
selva1990kumar
An MCP server that enables AI assistants to call weather tools, read resources,…
N/A N/A 95
44830
RohitCds
A local AI agent workspace that allows users to interact with simulated data fi…
N/A N/A
44831
terrysun1216
ahshare-mcp Claim
Provides real-time and historical Chinese A-share market data, including stock …
44832
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
44833
xiaobenyang-com
smart-search Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
N/A N/A 95
44834
stolostron
A Model Context Protocol server that enables AI applications to interact with J…
N/A N/A
44835
junter1989k-ai
Senegal payments for AI agents — Orange Money / Wave via Flutterwave. Never hol…
44836
yenchieh
DiagramZu Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
44837
ytrafimovich
mcp-outline Claim
Enables Claude Code to search and retrieve documents from an Outline knowledge …
44838
CSOAI-ORG
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
N/A N/A
44839
deinai
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
44840
@sseaan
mcp-server-inbox Claim
N/A N/A 95
44841
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
44842
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
N/A N/A
44843
trendsmcp
Enables AI assistants to query YouTube search trends, including rising topics, …
44844
sanjibani
storedge-mcp Claim
MCP server for StorEdge self-storage management platform, enabling agents to ma…
44845
gorizond
An MCP server that provides tools for retrieving and processing documentation t…
44846
nishota
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
44847
paytience
Enables AI assistants to view, create, update, search, and manage Google Calend…
44848
XENOMORPH0
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
44849
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
44850
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
Showing 44801–44850 of 66518 servers
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