MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18501
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
18502
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18503
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18504
CDataSoftware
This read-only MCP Server allows you to connect to Adobe Commerce data from Cla…
F 38 53 58 0 0 33 95
18505
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
18506
CDataSoftware
This read-only MCP Server allows you to connect to Microsoft Planner data from …
F 38 53 58 0 0 33 95
18507
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18508
CDataSoftware
This read-only MCP Server allows you to connect to Oracle Sales data from Claud…
F 38 53 58 0 0 33 95
18509
CDataSoftware
This read-only MCP Server allows you to connect to SAP Concur data from Claude …
F 38 53 58 0 0 33 95
18510
Lucker631
MCP TemplateIO Claim 1
A Model Context Protocol server that provides an image generation tool using Te…
F 38 55 33 51 0 25 81
18511
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18512
AgentPhone-AI
AgentPhone Claim
Give AI agents real phone numbers, messages, and voice calls via MCP.
F 38 55 60 0 0 61 69
18513
penfieldlabs
penfield-mcp Claim
- 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph)…
F 38 55 54 10 0 40 81
18514
ErnestaLabs
Provides AI agents with real-time web capabilities including live search result…
F 38 44 42 0 N/A 24 81
18515
CDataSoftware
This read-only MCP Server allows you to connect to DocuSign data from Claude De…
F 38 53 58 0 0 33 95
18516
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
18517
agudulin
Infomate MCP Claim
Fetches and provides curated tech news, trending topics, hot GitHub projects, a…
F 38 55 50 28 0 28 81
18518
CDataSoftware
This read-only MCP Server allows you to connect to WooCommerce data from Claude…
F 38 53 58 0 0 33 95
18519
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18520
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18521
alexsmirnov
A Python server implementing the Model Context Protocol to provide customizable…
F 38 53 38 31 0 22 95
18522
cybercraftsolutionsllc
mcp-shield Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
F 38 55 64 0 0 40 81
18523
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18524
CDataSoftware
This read-only MCP Server allows you to connect to Bullhorn CRM data from Claud…
F 38 53 58 0 0 33 95
18525
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
18526
deployment-io
Deploy apps on your cloud. Create environments, configure infrastructure, and m…
F 38 55 54 10 0 41 81
18527
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18528
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18529
CDataSoftware
This read-only MCP Server allows you to connect to SAP Fieldglass data from Cla…
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
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
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 read-only MCP Server allows you to connect to Oracle Eloqua data from Clau…
F 38 53 58 0 0 33 95
18534
igorpavlov-mgr
A lightweight Gradio application that analyzes text for sentiment (positive/neg…
F 38 55 64 15 0 19 81
18535
writersrinivasan
A production-grade AI chatbot that enables real-time information retrieval and …
F 38 55 42 36 0 27 81
18536
CDataSoftware
This read-only MCP Server allows you to connect to Avalara AvaTax data from Cla…
F 38 53 58 0 0 33 95
18537
usecortex-official
Persistent memory for AI coding agents. Store coding standards, architecture de…
F 38 55 54 0 0 56 81
18538
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
18539
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18540
CDataSoftware
This read-only MCP Server allows you to connect to Cloudant data from Claude De…
F 38 53 58 0 0 33 95
18541
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18542
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
18543
CDataSoftware
This read-only MCP Server allows you to connect to Sage Cloud Accounting data f…
F 38 53 58 0 0 33 95
18544
CDataSoftware
This read-only MCP Server allows you to connect to PayPal data from Claude Desk…
F 38 53 58 0 0 33 95
18545
Hashlock-Tech
Hashlock Markets — intent-based ETH/BTC/SUI trading (not the HTLC primitive)
F 38 55 72 0 0 40 69
18546
papersflow-ai
Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research …
F 38 55 52 10 0 43 81
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
CDataSoftware
This read-only MCP Server allows you to connect to Quickbase data from Claude D…
F 38 53 58 0 0 33 95
18549
goodbarber
Manage your GoodBarber eCommerce, Community, and Membership app via natural lan…
F 38 55 54 10 0 41 81
18550
TheEterna
api2mcp4j Claim
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP S…
F 38 53 48 0 0 46 95
Showing 18501–18550 of 49876 servers
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