MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30703
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39651
ShapeGames
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
39652
Topolo98
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
N/A N/A
39653
Ansvar-Systems
Enables querying Swedish cybersecurity regulations, decisions, and requirements…
39654
AikoGilpin
serac Claim
Sovereign E2E cloud storage for AI agents. MCP-native, zero-knowledge, RGPD-com…
39655
junter1989k-ai
Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stat…
39656
wllrdev
Search, trending, topics, and local news all in one MCP server. Article preview…
39657
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
39658
fgambling
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
39659
pipeworx-io
mcp-boe-uk Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
39660
eragooon
An MCP server that lets Claude create calendar events and tasks in Nextcloud vi…
N/A N/A
39661
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
39662
pauling-ai
A comprehensive MCP server integrating YouTube Data, Analytics, and Reporting A…
39663
metamesh-uga
MetaMesh-UGA Claim
Serverless edge control plane to discover, route and monetize 14,982+ MCP tools.
39664
pulkit-guglani
keep-mcp Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
N/A N/A
39665
TedyHub
MCP server for AI-powered translation management in i18n projects, enabling aut…
N/A N/A
39666
accoutmissing
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
39667
jeremykenedy
Serves 484 Claude Code skills and 17 global rules as MCP tools, enabling skill …
39668
Xingwen37
Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal g…
N/A N/A
39669
LiZhuBin
gumroad-mcp Claim
MCP server that integrates with Gumroad API, enabling Claude to list products, …
N/A N/A
39670
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
N/A N/A 95
39671
TIMBOTGPT
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
N/A N/A
39672
cruso003
xara Claim
N/A N/A 95
39673
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
39674
jsilvanus
Enables SSH-based deployment operations such as git pull, command execution, sc…
N/A N/A
39675
guybnd
Enables AI agents to view and control the local desktop through browser-based v…
N/A N/A
39676
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
39677
pintar-team
MCP server for fal model discovery, execution, pricing, and local media process…
N/A N/A
39678
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
81
39679
rulith-dev
rulith Claim
An external reasoning board for LLM agents that provides exact arithmetic, dedu…
N/A N/A
39680
fastmcp-me
A Model Context Protocol server that provides access to BigQuery. This server e…
39681
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
N/A N/A
39682
Synvoya
Cerebro MCP Claim
Enables non-coders to build software by describing ideas in natural language, o…
N/A N/A
39683
cappylab
Recon Claim
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
N/A N/A
39684
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
39685
thesimonharms
lontar-mcp Claim
MCP server that gives AI agents full blog management over a Lontar headless blo…
39686
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
39687
goldenpath-ai
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
39688
279458179
提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。
N/A N/A
39689
ashwinmram
Central MCP server for storing and querying lessons learned and project-specifi…
N/A N/A
39690
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
N/A N/A 95
39691
ZCDeng
vimax-mcp Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
N/A N/A
39692
lexCoder2
lxDIG MCP Claim
MCP server that gives AI coding assistants persistent memory, structural code g…
39693
leon4652
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
N/A N/A
39694
LA3D
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
N/A N/A
39695
ilyautov
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
N/A N/A
39696
khaleddsmksa
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
39697
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
N/A N/A
39698
archpeng
Enables interaction with Google Merchant Center through 34 tools across 9 modul…
N/A N/A
39699
drummouse
Connects Claude to your JobNimbus account via API, enabling management of conta…
N/A N/A
39700
anwarminarso
Enables MCP clients to control EasyEDA Pro for schematic and PCB design through…
N/A N/A
Showing 39651–39700 of 64728 servers
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