MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 10 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21651
soul-script
Miro MCP Server ⚡ Claim
Provides comprehensive access to the Miro REST API v2 for advanced board manage…
C 69 4⁄4 ◐ ⏳ 78 65 — 41 81 —
21652
danielctc
ctc-monitor-mcp ⚡ Claim
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 55 83 —
21653
aaydin-tr
Enables AI assistants to discover, search, and interact with REST APIs by parsi…
C 69 4⁄4 ◐ ⏳ 78 52 — 59 81 —
21654
AlanRoybal
prompte-mcp ⚡ Claim 1
An MCP server that automatically enhances user prompts by applying advanced eng…
C 69 3⁄3 ◐ ⏳ 63 N/A N/A 45 95 —
21655
kadykov
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
C 69 4⁄4 ◐ ⏳ 64 43 — 91 83 —
21656
prathammanocha
Enables AI assistants to interact with WordPress sites through REST APIs, allow…
C 69 4⁄4 ◐ ⏳ 72 72 — 50 76 —
21657
kud
Trakt MCP Server ⚡ Claim
A comprehensive MCP server with 36 tools for tracking TV shows and movies, mana…
C 69 4⁄4 ◐ ⏳ 84 70 — 35 76 —
21658
AsifKabirAntu
Figsor ⚡ Claim
Bridges Cursor AI to Figma for chat-driven design creation and editing directly…
C 69 3⁄3 ◐ ⏳ 72 N/A N/A 29 95 —
21659
c1pher-cn
Homeassistant MCP server for 小智AI
C 69 4⁄3 ◐ ⏳ 82 51 N/A 42 90 —
21660
keigotak
Ableton MCP ⚡ Claim 1
Enables natural language control over Ableton Live for generating musical patte…
C 69 4⁄3 ◐ ⏳ 78 58 N/A 43 89 —
21661
utapyngo
Fast and minimal Sentry MCP server written in Rust
C 69 4⁄4 ◐ ⏳ 60 67 — 70 80 —
21662
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI…
C 69 4⁄4 ◐ ⏳ 60 68 N/A 67 81 —
21663
ComPDFKit
A lightweight MCP (Model Context Protocol) server designed for seamless integra…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 39 95 —
21664
appsignal
The official AppSignal MCP Server
C 69 4⁄4 ◐ ⏳ 56 62 — 81 82 —
21665
ehartye
Agile Backlog MCP ⚡ Claim
Enables comprehensive agile project management with epics, stories, tasks, and …
C 69 4⁄3 ◐ ⏳ 78 63 N/A 29 95 —
21666
dhruvpatel1706
mcp-zettel ⚡ Claim 1
An MCP server that provides Claude and other MCP clients with persistent memory…
C 69 3⁄3 ◐ ⏳ 61 N/A N/A 48 95 —
21667
miliyarsh
OakVar MCP Server ⚡ Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
C 69 3⁄3 ◐ ⏳ 78 N/A N/A 21 95 —
21668
sthan-io
sthan-io ⚡ Claim
MCP server for sthan.io - US address verification, parsing, autocomplete, forwa…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 55 83 —
21669
woyaxnini
MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, …
C 69 3⁄3 ◐ ⏳ 75 N/A N/A 40 83 —
21670
cloudforgetech6-ctrl
cloudforge ⚡ Claim
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastruc…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 55 83 —
21671
ezrabrilliant
staruml-mcp ⚡ Claim 2
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
C 69 3⁄3 ◐ ⏳ 45 N/A N/A 73 95 —
21672
marcuspat
turbo-flow Claim
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 61 95 —
21673
0xchamin
mcptube-vision ⚡ Claim
Transforms YouTube videos into a persistent, structured knowledge base using tr…
C 69 3⁄3 ◐ ⏳ 70 N/A N/A 33 95 —
21674
CSOAI-ORG
linkedin-outreach-mcp MCP server by MEOK AI Labs
C 69 3⁄3 ◐ ⏳ 68 N/A N/A 37 95 —
21675
techybolek
MCP MS SQL Server ⚡ Claim
Enables AI models to interact with MS SQL Server databases through a standardiz…
C 69 4⁄4 ◐ ⏳ 84 72 — 23 81 —
21676
Weichenleeeee123
A server that provides PowerPoint presentation creation and editing capabilitie…
C 69 4⁄3 ◐ ⏳ 84 60 N/A 19 95 —
21677
akinabudu
Bug Bounty MCP Server ⚡ Claim 1
A comprehensive MCP server for automated bug bounty hunting and security reconn…
C 69 4⁄3 ◐ ⏳ 78 62 N/A 35 90 —
21678
singlestore-labs
An implementation of the Model Context Protocol (MCP) server for SingleStore th…
C 69 4⁄4 ◐ ⏳ 64 66 — 60 86 —
21679
fastmcp-me
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 3⁄3 ◐ ⏳ 78 — — 19 95 —
21680
jonathan-politzki
A server that provides a simplified interface to Smartlead's API, allowing AI a…
C 69 4⁄3 ◐ ⏳ 96 43 N/A 26 95 —
21681
chrisgreenx-ctrl
Serena ⚡ Claim
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
C 69 4⁄3 ◐ ⏳ 60 66 N/A 67 84 —
21682
rauf543
Calendar MCP Server ⚡ Claim 1
A unified Model Context Protocol server for managing calendars across Google Ca…
C 69 4⁄4 ◐ ⏳ 78 75 — 32 80 —
21683
sharedmemoryai
Gives Claude Code, Claude Desktop, Cursor, VS Code Copilot, and other MCP-compa…
C 69 3⁄3 ◐ ⏳ 66 — — 55 83 —
21684
Khamel83
Argus Retrieval ⚡ Claim 3
Multi-provider search broker for AI agents: 14 providers, 12-step extraction, r…
C 69 3⁄3 ◐ ⏳ 70 N/A N/A 83 58 —
21685
mrostamii
rancher-mcp-server ⚡ Claim 1
MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, …
C 69 4⁄4 ◐ ⏳ 57 68 — 75 82 —
21686
pablixnieto2
etld-mcp-server Claim 1
Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Financ…
C 69 3⁄3 ◐ ⏳ 80 N/A N/A 32 83 —
21687
amichail-1
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 58 95 —
21688
sidclawhq
Governance proxy for MCP servers — policy evaluation, human approval, audit tra…
C 69 3⁄3 ◐ ⏳ 60 N/A N/A 67 83 —
21689
jathinkolla
Enables document format conversion between various formats (Markdown, HTML, PDF…
C 69 4⁄3 ◐ ⏳ 84 45 N/A 42 95 —
21690
NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 60 95 —
21691
rwestergren
cronometer-api-mcp ⚡ Claim 2
MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting
C 69 3⁄3 ◐ ⏳ 57 N/A N/A 69 83 —
21692
szktty
straw-mcp Claim
A Dart implementation of the Model Context Protocol (MCP), enabling seamless in…
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 59 95 —
21693
shashwatgtm
Deal Strategy & Sales Enablement - 12 revenue acceleration tools
C 69 4⁄3 ◐ ⏳ 90 45 N/A 29 95 —
21694
numikel
Law Scrapper MCP ⚡ Claim
Enables AI-powered legal research and analysis of Polish legal acts from the Se…
C 68 4⁄4 ◐ ⏳ 64 58 — 71 81 —
21695
BrowserGenie
An MCP server that provides AI models with full browser automation capabilities…
C 68 3⁄3 ◐ ⏳ 45 N/A N/A 69 95 —
21696
groovyBugify
aws-security-mcp ⚡ Claim 1
A Model Context Protocol server that connects AI assistants like Claude to AWS …
C 68 4⁄4 ◐ ⏳ 79 60 N/A 44 82 —
21697
phoenice-labs
Polyglot MCP test generation with 8-section contract enforcement across Python,…
C 68 3⁄3 ◐ ⏳ 60 N/A N/A 47 95 —
21698
exp78
telldone ⚡ Claim
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + App…
C 68 3⁄3 ◐ ⏳ 58 N/A N/A 73 78 —
21699
hexi4764
Automates the Douyin Creator Platform to manage login states and publish image-…
C 68 3⁄3 ◐ ⏳ 72 N/A N/A 25 95 —
21700
frouaix
MCP-AppleScript ⚡ Claim
A local MCP server that provides a secure bridge for automating macOS applicati…
C 68 4⁄3 ◐ ⏳ 60 52 N/A 73 90 —
Showing 21651–21700 of 69224 servers
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