MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4401
Havfar
Enables Claude to manage todo lists with full CRUD operations including creatin…
B 74 5⁄4 ◉ ⏳ 88 52 N/A 24 95 99
4402
Vorota-ai
Shodan MCP Server ⚡ Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 5⁄4 ◉ ⏳ 76 53 — 49 92 94
4403
fadlee
PocketBase MCP Server ⚡ Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 5⁄5 ◉ ⏳ 78 100 — 33 81 64
4404
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 5⁄5 ◉ ⏳ 80 61 — 47 81 95
4405
Michael-Obele
A TypeScript template for building remote Model Context Protocol servers with m…
B 74 5⁄5 ◉ ⏳ 80 60 — 40 81 100
4406
WormBase
Enables querying the WormBase database for C. elegans and nematode genomics dat…
B 74 5⁄5 ◉ ⏳ 60 100 — 48 81 74
4407
ampcome-mcps
Enables users to search Airbnb listings with advanced filtering options and ret…
B 74 5⁄5 ◉ ⏳ 84 100 — 44 81 43
4408
d4nshields
A Model Communication Protocol server that connects Meetup.com's event discover…
B 74 5⁄5 ◉ ⏳ 84 66 — 36 81 94
4409
just-every
MCP Task ⚡ Claim 2
Async MCP server for running long-running AI tasks with real-time progress moni…
B 74 5⁄5 ◉ ⏳ 96 82 — 48 81 48
4410
aryanduntley
aifp ⚡ Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 5⁄4 ◉ ⏳ 96 26 N/A 62 92 91
4411
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 5⁄5 ◉ ⏳ 94 62 — 32 76 95
4412
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 5⁄4 ◉ ⏳ 76 61 N/A 40 90 94
4413
claude-world
notebooklm-skill ⚡ Claim
Bridges NotebookLM's research capabilities with Claude's content generation, en…
B 74 5⁄4 ◉ ⏳ 76 42 N/A 71 90 92
4414
assister-xyz
AgentTrust ⚡ Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
B 74 5⁄4 ◉ ⏳ 96 41 N/A 73 65 96
4415
Desmond-Labs
Enables secure file and bucket management operations with Supabase Storage thro…
B 74 5⁄5 ◉ ⏳ 78 72 — 36 81 94
4416
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 5⁄4 ◉ ⏳ 80 60 N/A 36 84 100
4417
clikvn
Provides read and write access to Airtable databases, enabling LLMs to inspect …
B 74 5⁄5 ◉ ⏳ 72 71 — 50 81 93
4418
timolein74
mcp-server ⚡ Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 5⁄5 ◉ ⏳ 72 56 — 66 80 99
4419
ScriptedAlchemy
Enables AI assistants to debug Node.js applications using Chrome DevTools Proto…
B 74 5⁄4 ◉ ⏳ 72 61 N/A 54 95 87
4420
sinco-lab
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze co…
B 74 5⁄5 ◉ ⏳ 45 100 N/A 49 81 91
4421
romeo2badboy-rgb
Windows MCP Server ⚡ Claim 2
An enterprise-grade automation server that enables AI assistants to control Win…
B 74 5⁄4 ◉ ⏳ 84 57 N/A 49 90 84
4422
PatrickPalmer
MayaMCP Claim 1
MCP server for Autodesk Maya
B 74 5⁄4 ◉ ⏳ 81 53 N/A 55 87 91
4423
mlziade
librarian ⚡ Claim 2
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
B 74 5⁄5 ◉ ⏳ 79 56 — 47 82 99
4424
colintoh
Enables users to retrieve website traffic analytics data from Clicky, including…
B 74 5⁄5 ◉ ⏳ 86 71 — 25 81 93
4425
jmtroller
US business bankruptcy MCP: filings, dockets, documents, case summaries. Free t…
B 74 6⁄6 ◉ ⏳ 90 72 71 21 81 94
4426
SARAMALI15792
Enables AI agents to manage professional networking on LinkedIn by providing to…
B 74 5⁄5 ◉ ⏳ 72 68 — 54 76 100
4427
zhound420
Enables AI assistants to explore metadata, query data, and perform write operat…
B 74 5⁄5 ◉ ⏳ 94 62 — 30 81 91
4428
kritsanan1
suno-mcp ⚡ Claim 1
B 74 5⁄4 ◉ ⏳ 60 68 N/A 57 89 95
4429
0xzcov
Multichain memecoin launchpad across 8 chains (Base, Arb, OP, Polygon, BSC, ETH…
B 74 5⁄5 ◉ ⏳ 94 56 — 28 82 99
4430
bibash44
Enables AI assistants to create and manipulate Microsoft Word documents program…
B 74 5⁄4 ◉ ⏳ 78 62 N/A 32 90 100
4431
matty-v
Enables searching, retrieving, and managing files in Google Drive using a servi…
B 74 5⁄5 ◉ ⏳ 78 68 — 35 81 100
4432
Abhishekrajpurohit
Motion.dev MCP Server ⚡ Claim 1
Provides AI assistants with comprehensive access to Motion.dev animation librar…
B 74 5⁄5 ◉ ⏳ 100 100 — 30 80 39
4433
wspringer
math-svg-mcp ⚡ Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 5⁄5 ◉ ⏳ 62 100 N/A 56 95 48
4434
Cloudmeru
Provides read-only access to MetaTrader 5 market data, trading history, and tec…
B 74 5⁄4 ◉ ⏳ 84 46 N/A 66 92 81
4435
Alurith
Umami MCP Server ⚡ Claim
MCP server exposing Umami analytics (Cloud + self-hosted)
B 74 5⁄4 ◉ ⏳ 66 67 N/A 57 94 85
4436
bmorphism
Slowtime MCP Server ⚡ Claim 1
A secure Model Context Protocol server that manages time-based operations using…
B 74 5⁄4 ◉ ⏳ 96 57 N/A 17 90 92
4437
femto
Chrome MCP Server ⚡ Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 5⁄4 ◉ ⏳ 78 41 N/A 71 95 89
4438
paulieb14
graph-polymarket-mcp ⚡ Claim 1
MCP server for querying Polymarket prediction market data via The Graph subgrap…
B 74 5⁄4 ◉ ⏳ 67 52 N/A 69 87 99
4439
cfenzo
domain-mcp Claim 1
Enables domain name availability checking through DNS and WHOIS lookups with co…
B 74 5⁄5 ◉ ⏳ 90 57 — 29 82 99
4440
gabriel20vieira
Provides comprehensive access to Portuguese weather data from IPMA, including f…
B 74 5⁄5 ◉ ⏳ 60 82 — 44 81 100
4441
Handwriting-OCR
Handwriting OCR ⚡ Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 5⁄4 ◉ ⏳ 90 61 N/A 21 90 95
4442
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 5⁄4 ◉ ⏳ 92 40 N/A 53 95 86
4443
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 5⁄5 ◉ ⏳ 78 65 — 44 81 97
4444
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 5⁄5 ◉ ⏳ 80 72 — 42 82 85
4445
k-chrispens
Enables exploration and organization of research ideas using a hierarchical til…
B 74 5⁄5 ◉ ⏳ 94 83 N/A 46 95 34
4446
carsol
monarch-mcp-server ⚡ Claim
MCP server providing read-only access to Monarch Money financial data, enabling…
B 74 5⁄5 ◉ ⏳ 78 66 — 43 80 94
4447
NOVA-3951
Parcel API ⚡ Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 5⁄4 ◉ ⏳ 72 67 N/A 32 92 97
4448
memextech
Enables AI agents to search through Memex conversation history and local projec…
B 74 5⁄4 ◉ ⏳ 100 53 N/A 28 82 91
4449
code-atlantic
Resurgo-MCP ⚡ Claim
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
B 74 5⁄4 ◉ ⏳ 60 70 N/A 46 95 94
4450
YelowFlash09
MCP Figma ⚡ Claim
Enables AI assistants to read and modify Figma designs programmatically, suppor…
B 74 5⁄4 ◉ ⏳ 78 53 N/A 45 95 94
Showing 4401–4450 of 69007 servers
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