MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28840
Scored
2087
Verified
16951
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18501
CDataSoftware
This read-only MCP Server allows you to connect to Act CRM data from Claude Des…
F 38 53 58 0 0 33 95
18502
Rengon0x
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
F 38 55 60 0 0 47 81
18503
igorpavlov-mgr
A lightweight Gradio application that analyzes text for sentiment (positive/neg…
F 38 55 64 15 0 19 81
18504
usecortex-official
Persistent memory for AI coding agents. Store coding standards, architecture de…
F 38 55 54 0 0 56 81
18505
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18506
darktw
chatpipe-mcp Claim
Publish HTML as live, shareable web pages from your AI coding agent. Instant UR…
F 38 55 54 0 0 56 81
18507
tycana
Tycana Claim
AI-native productivity backend that gives your AI assistant persistent memory, …
F 38 53 54 0 0 40 95
18508
AILIFE1
Persistent memory and drift detection for AI agents across session restarts.
F 38 55 66 0 0 50 69
18509
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18510
CDataSoftware
This read-only MCP Server allows you to connect to Exact Online data from Claud…
F 38 53 58 0 0 33 95
18511
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
18512
vaibhavard
Chat with top llms(free) , built in websearch , code-interpreter data analysis …
F 38 44 48 0 15 81
18513
CDataSoftware
This read-only MCP Server allows you to connect to SAP Concur data from Claude …
F 38 53 58 0 0 33 95
18514
CDataSoftware
This read-only MCP Server allows you to connect to Amazon Marketplace data from…
F 38 53 58 0 0 33 95
18515
CDataSoftware
This read-only MCP Server allows you to connect to Cloudant data from Claude De…
F 38 53 58 0 0 33 95
18516
CDataSoftware
This read-only MCP Server allows you to connect to Microsoft Planner data from …
F 38 53 58 0 0 33 95
18517
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18518
0xKaroshi
Contendeo Claim
Multimodal video analysis MCP — transcription, vision, and OCR for any video UR…
F 38 55 54 10 0 45 81
18519
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
18520
CDataSoftware
This read-only MCP Server allows you to connect to SAP Hybris C4C data from Cla…
F 38 53 58 0 0 33 95
18521
CDataSoftware
This read-only MCP Server allows you to connect to Oracle Eloqua data from Clau…
F 38 53 58 0 0 33 95
18522
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18523
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
18524
penfieldlabs
Penfield Memory Claim
Persistent memory and knowledge graphs for AI agents. Hybrid search, context ch…
F 38 55 54 10 0 40 81
18525
CDataSoftware
This read-only MCP Server allows you to connect to Google Contacts data from Cl…
F 38 53 58 0 0 33 95
18526
CDataSoftware
This read-only MCP Server allows you to connect to Twilio data from Claude Desk…
F 38 53 58 0 0 33 95
18527
agudulin
Infomate MCP Claim
Fetches and provides curated tech news, trending topics, hot GitHub projects, a…
F 38 55 50 28 0 28 81
18528
writersrinivasan
A production-grade AI chatbot that enables real-time information retrieval and …
F 38 55 42 36 0 27 81
18529
CDataSoftware
This read-only MCP Server allows you to connect to Google Directory data from C…
F 38 53 58 0 0 33 95
18530
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18531
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18532
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18533
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18534
CDataSoftware
This read-only MCP Server allows you to connect to PayPal data from Claude Desk…
F 38 53 58 0 0 33 95
18535
tubasasakunn
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps wi…
F 38 44 42 10 N/A 13 81
18536
deapi-ai
deAPI MCP Server Claim
35 AI tools for image/video generation, TTS, transcription, OCR & embeddings vi…
F 38 55 48 10 0 51 81
18537
alexsmirnov
A Python server implementing the Model Context Protocol to provide customizable…
F 38 53 38 31 0 22 95
18538
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18539
CDataSoftware
This read-only MCP Server allows you to connect to Oracle Sales data from Claud…
F 38 53 58 0 0 33 95
18540
goodbarber
Manage your GoodBarber eCommerce, Community, and Membership app via natural lan…
F 38 55 54 10 0 41 81
18541
metamorphosis-sre
UK property MCP: Land Registry prices, company charges, House Price Index. x402…
F 38 55 64 0 0 39 81
18542
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
18543
TheEterna
api2mcp4j Claim
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP S…
F 38 53 48 0 0 46 95
18544
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
18545
ololand-ai
ololand-dd Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
F 38 55 54 10 0 39 81
18546
CDataSoftware
This read-only MCP Server allows you to connect to DocuSign data from Claude De…
F 38 53 58 0 0 33 95
18547
toflow-ai
ToFlow Claim
AI sales automation for toflow.ai — prospect, enrich, sequence across email, Li…
F 38 55 52 10 0 43 81
18548
ErnestaLabs
Provides AI agents with real-time web capabilities including live search result…
F 38 44 42 0 N/A 24 81
18549
CDataSoftware
This read-only MCP Server allows you to connect to Sage Cloud Accounting data f…
F 38 53 58 0 0 33 95
18550
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
Showing 18501–18550 of 33692 servers
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