MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18551
CDataSoftware
This read-only MCP Server allows you to connect to Google Directory data from C…
F 38 53 58 0 0 33 95
18552
metamorphosis-sre
UK property MCP: Land Registry prices, company charges, House Price Index. x402…
F 38 55 64 0 0 39 81
18553
kooshi
A suite of MCP tools for AIs to analyze and modify C# solutions with high signa…
F 38 53 52 0 0 43 95
18554
inai-sandy
inAI-wiki Claim
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated …
F 38 53 44 0 0 54 95
18555
CDataSoftware
This read-only MCP Server allows you to connect to Adobe Commerce data from Cla…
F 38 53 58 0 0 33 95
18556
CDataSoftware
This read-only MCP Server allows you to connect to WooCommerce data from Claude…
F 38 53 58 0 0 33 95
18557
CDataSoftware
This read-only MCP Server allows you to connect to Microsoft Planner data from …
F 38 53 58 0 0 33 95
18558
igorpavlov-mgr
A lightweight Gradio application that analyzes text for sentiment (positive/neg…
F 38 55 64 15 0 19 81
18559
AILIFE1
Persistent memory and drift detection for AI agents across session restarts.
F 38 55 66 0 0 50 69
18560
CDataSoftware
This read-only MCP Server allows you to connect to SAP Concur data from Claude …
F 38 53 58 0 0 33 95
18561
CDataSoftware
This read-only MCP Server allows you to connect to Oracle Sales data from Claud…
F 38 53 58 0 0 33 95
18562
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18563
CDataSoftware
This read-only MCP Server allows you to connect to Exact Online data from Claud…
F 38 53 58 0 0 33 95
18564
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18565
toflow-ai
ToFlow Claim
AI sales automation for toflow.ai — prospect, enrich, sequence across email, Li…
F 38 55 52 10 0 43 81
18566
Hashlock-Tech
Hashlock Markets — intent-based ETH/BTC/SUI trading (not the HTLC primitive)
F 38 55 72 0 0 40 69
18567
CDataSoftware
This read-only MCP Server allows you to connect to SAP ByDesign data from Claud…
F 38 53 58 0 0 33 95
18568
CDataSoftware
This read-only MCP Server allows you to connect to Quickbase data from Claude D…
F 38 53 58 0 0 33 95
18569
CDataSoftware
This read-only MCP Server allows you to connect to eBay data from Claude Deskto…
F 38 53 58 0 0 33 95
18570
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18571
Rengon0x
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
F 38 55 60 0 0 47 81
18572
paperlantern-ai
Paper Lantern Claim
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tra…
F 38 55 60 0 0 48 81
18573
goodbarber
Manage your GoodBarber eCommerce, Community, and Membership app via natural lan…
F 38 55 54 10 0 41 81
18574
NodeOps-app
CreateOS MCP Claim
Deploy, manage, and scale applications directly from your AI assistant.
F 38 55 60 10 0 32 80
18575
deployment-io
Deploy apps on your cloud. Create environments, configure infrastructure, and m…
F 38 55 54 10 0 41 81
18576
usecortex-official
Persistent memory for AI coding agents. Store coding standards, architecture de…
F 38 55 54 0 0 56 81
18577
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18578
alexsmirnov
A Python server implementing the Model Context Protocol to provide customizable…
F 38 53 38 31 0 22 95
18579
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18580
penfieldlabs
penfield-mcp Claim
- 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph)…
F 38 55 54 10 0 40 81
18581
0xKaroshi
Contendeo Claim
Multimodal video analysis MCP — transcription, vision, and OCR for any video UR…
F 38 55 54 10 0 45 81
18582
tycana
Tycana Claim
AI-native productivity backend that gives your AI assistant persistent memory, …
F 38 53 54 0 0 40 95
18583
AgentPhone-AI
AgentPhone Claim
Give AI agents real phone numbers, messages, and voice calls via MCP.
F 38 55 60 0 0 61 69
18584
CDataSoftware
This read-only MCP Server allows you to connect to Amazon Marketplace data from…
F 38 53 58 0 0 33 95
18585
ebrunet001
mcp-server-espn Claim 1
Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for…
F 38 55 60 0 0 44 81
18586
backspacevenkat
polydev-ai Claim
Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse …
F 38 53 54 0 0 39 95
18587
cybercraftsolutionsllc
mcp-shield Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
F 38 55 64 0 0 40 81
18588
drhelius
MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator
F 37 53 33 0 0 67 95
18589
roadahead1
GoWeb3 Data Claim
GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi
F 37 55 52 12 0 34 81
18590
nicholasemccormick
docpulse-mcp Claim
F 37 55 60 10 0 28 81
18591
j-sulliman
hopgraph Claim
Verify ANZ businesses against government registers. Surfaces cross-jurisdiction…
F 37 55 58 0 0 42 81
18592
jason2016
Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inve…
F 37 55 60 0 0 39 81
18593
Oktopost
Enables comprehensive social media management through Oktopost's REST API, incl…
F 37 55 58 10 0 26 81
18594
PradeepaRW
project-nova Claim
A multi-agent AI architecture that connects 25+ specialized agents through n8n …
F 37 53 58 0 0 22 95
18595
Sambel
Search 40K+ expired domains from 12 auction platforms with SEO metrics and scor…
F 37 55 58 0 0 39 81
18596
cloudinary
Cloudinary Claim
Cloudinary MCP server enables AI agents to upload, manage, analyze transform, o…
F 37 55 50 10 0 39 81
18597
raklapimenta
Search Brazilian real estate, simulate financing, qualify leads, schedule visit…
F 37 55 58 0 0 41 81
18598
ivo-gos
battlecard Claim
Competitive intelligence MCP server for sales teams. Get battle cards, objectio…
F 37 44 42 0 21 81
18599
xpaysh
35+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Not…
F 37 55 58 0 0 41 81
18600
prodpoke
ProdPoke Claim
AI QA tester — real browsers scan sites for bugs, SEO, perf, and accessibility …
F 37 55 58 0 0 45 81
Showing 18551–18600 of 59042 servers
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