MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18501 |
ololand-dd
Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
|
F 38 5⁄5 | ||||||||
| 18502 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18503 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18504 |
This read-only MCP Server allows you to connect to Adobe Commerce data from Cla…
|
F 38 5⁄3 | ||||||||
| 18505 |
inAI-wiki
Claim
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated …
|
F 38 5⁄3 | ||||||||
| 18506 |
This read-only MCP Server allows you to connect to Microsoft Planner data from …
|
F 38 5⁄3 | ||||||||
| 18507 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18508 |
This read-only MCP Server allows you to connect to Oracle Sales data from Claud…
|
F 38 5⁄3 | ||||||||
| 18509 |
This read-only MCP Server allows you to connect to SAP Concur data from Claude …
|
F 38 5⁄3 | ||||||||
| 18510 |
A Model Context Protocol server that provides an image generation tool using Te…
|
F 38 5⁄5 | ||||||||
| 18511 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18512 |
Give AI agents real phone numbers, messages, and voice calls via MCP.
|
F 38 5⁄5 | ||||||||
| 18513 |
- 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph)…
|
F 38 5⁄5 | ||||||||
| 18514 |
Provides AI agents with real-time web capabilities including live search result…
|
F 38 4⁄4 | ||||||||
| 18515 |
This read-only MCP Server allows you to connect to DocuSign data from Claude De…
|
F 38 5⁄3 | ||||||||
| 18516 |
Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for…
|
F 38 5⁄5 | ||||||||
| 18517 |
Infomate MCP
Claim
Fetches and provides curated tech news, trending topics, hot GitHub projects, a…
|
F 38 5⁄5 | ||||||||
| 18518 |
This read-only MCP Server allows you to connect to WooCommerce data from Claude…
|
F 38 5⁄3 | ||||||||
| 18519 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18520 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18521 |
A Python server implementing the Model Context Protocol to provide customizable…
|
F 38 5⁄3 | ||||||||
| 18522 |
mcp-shield
Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
|
F 38 5⁄5 | ||||||||
| 18523 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18524 |
This read-only MCP Server allows you to connect to Bullhorn CRM data from Claud…
|
F 38 5⁄3 | ||||||||
| 18525 |
polydev-ai
Claim
Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse …
|
F 38 5⁄3 | ||||||||
| 18526 |
Deployment.io
Claim
Deploy apps on your cloud. Create environments, configure infrastructure, and m…
|
F 38 5⁄5 | ||||||||
| 18527 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18528 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18529 |
This read-only MCP Server allows you to connect to SAP Fieldglass data from Cla…
|
F 38 5⁄3 | ||||||||
| 18530 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18531 |
SharpToolsMCP
Claim
A suite of MCP tools for AIs to analyze and modify C# solutions with high signa…
|
F 38 5⁄3 | ||||||||
| 18532 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18533 |
This read-only MCP Server allows you to connect to Oracle Eloqua data from Clau…
|
F 38 5⁄3 | ||||||||
| 18534 |
A lightweight Gradio application that analyzes text for sentiment (positive/neg…
|
F 38 5⁄5 | ||||||||
| 18535 |
MCP Website Chatbot
Claim
A production-grade AI chatbot that enables real-time information retrieval and …
|
F 38 5⁄5 | ||||||||
| 18536 |
This read-only MCP Server allows you to connect to Avalara AvaTax data from Cla…
|
F 38 5⁄3 | ||||||||
| 18537 |
usecortex-mcp
Claim
Persistent memory for AI coding agents. Store coding standards, architecture de…
|
F 38 5⁄5 | ||||||||
| 18538 |
This read-only MCP Server allows you to connect to SAP Hybris C4C data from Cla…
|
F 38 5⁄3 | ||||||||
| 18539 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18540 |
This read-only MCP Server allows you to connect to Cloudant data from Claude De…
|
F 38 5⁄3 | ||||||||
| 18541 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18542 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
F 38 5⁄3 | ||||||||
| 18543 |
This read-only MCP Server allows you to connect to Sage Cloud Accounting data f…
|
F 38 5⁄3 | ||||||||
| 18544 |
This read-only MCP Server allows you to connect to PayPal data from Claude Desk…
|
F 38 5⁄3 | ||||||||
| 18545 |
Hashlock Markets — intent-based ETH/BTC/SUI trading (not the HTLC primitive)
|
F 38 5⁄5 | ||||||||
| 18546 |
papersflow-mcp
Claim
Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research …
|
F 38 5⁄5 | ||||||||
| 18547 |
ToFlow
Claim
AI sales automation for toflow.ai — prospect, enrich, sequence across email, Li…
|
F 38 5⁄5 | ||||||||
| 18548 |
This read-only MCP Server allows you to connect to Quickbase data from Claude D…
|
F 38 5⁄3 | ||||||||
| 18549 |
goodbarber-public-mcp
Claim
Manage your GoodBarber eCommerce, Community, and Membership app via natural lan…
|
F 38 5⁄5 | ||||||||
| 18550 |
api2mcp4j
Claim
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP S…
|
F 38 5⁄3 | ||||||||