MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17851
CDataSoftware
This read-only MCP Server allows you to connect to SurveyMonkey data from Claud…
F 38 53 58 0 0 33 95
17852
CDataSoftware
This read-only MCP Server allows you to connect to SAP ByDesign data from Claud…
F 38 53 58 0 0 33 95
17853
CDataSoftware
This read-only MCP Server allows you to connect to Exact Online data from Claud…
F 38 53 58 0 0 33 95
17854
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
17855
NodeOps-app
CreateOS MCP Claim
Deploy, manage, and scale applications directly from your AI assistant.
F 38 55 60 10 0 32 80
17856
CDataSoftware
This read-only MCP Server allows you to connect to DocuSign data from Claude De…
F 38 53 58 0 0 33 95
17857
CDataSoftware
This read-only MCP Server allows you to connect to Acumatica data from Claude D…
F 38 53 58 0 0 33 95
17858
CDataSoftware
This read-only MCP Server allows you to connect to Quickbase data from Claude D…
F 38 53 58 0 0 33 95
17859
CDataSoftware
This read-only MCP Server allows you to connect to Microsoft Planner data from …
F 38 53 58 0 0 33 95
17860
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17861
papersflow-ai
PapersFlow Claim
Academic research MCP server for paper search, citation checks, graphs, and dee…
F 38 55 52 10 0 43 81
17862
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17863
mcamarketing
Provides AI agents with real-time web capabilities including live search result…
F 38 44 42 0 N/A 27 81
17864
CDataSoftware
This read-only MCP Server allows you to connect to Google Directory data from C…
F 38 53 58 0 0 33 95
17865
CDataSoftware
This read-only MCP Server allows you to connect to Bullhorn CRM data from Claud…
F 38 53 58 0 0 33 95
17866
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
17867
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
17868
igorpavlov-mgr
A lightweight Gradio application that analyzes text for sentiment (positive/neg…
F 38 55 64 15 0 19 81
17869
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17870
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17871
penfieldlabs
Penfield Memory Claim
Persistent memory and knowledge graphs for AI agents. Hybrid search, context ch…
F 38 55 54 10 0 40 81
17872
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17873
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17874
agudulin
Infomate MCP Claim
Fetches and provides curated tech news, trending topics, hot GitHub projects, a…
F 38 55 50 28 0 28 81
17875
CDataSoftware
This read-only MCP Server allows you to connect to Twilio data from Claude Desk…
F 38 53 58 0 0 33 95
17876
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
17877
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 38 53 58 0 0 33 95
17878
posit-dev
mcptools Claim
Model Context Protocol For R
F 38 53 50 0 0 45 95
17879
Whitening-Sinabro
project-shield Claim
Security scanner for MCP servers and AI-generated code. Detects leaked API keys…
F 37 55 58 0 0 39 81
17880
IBM
mcp Claim
A collection of Model Context Protocol (MCP) servers, clients and developer too…
F 37 53 44 0 0 48 95
17881
drhelius
MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator
F 37 53 33 0 0 67 95
17882
AppleJax2
TanukiMCP Claim
A comprehensive MCP server for WordPress automation that enables users to manag…
F 37 55 48 25 0 24 81
17883
Waggle-AI
Waggle Claim
Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.
F 37 55 58 0 0 39 81
17884
roadahead1
GoWeb3 Data Claim
GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi
F 37 55 52 12 0 34 81
17885
cloudinary
Cloudinary Claim
Cloudinary MCP server enables AI agents to upload, manage, analyze transform, o…
F 37 55 50 10 0 39 81
17886
ivo-gos
battlecard Claim
Competitive intelligence MCP server for sales teams. Get battle cards, objectio…
F 37 44 42 0 21 81
17887
drhelius
MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator
F 37 53 33 0 0 68 95
17888
TensorBlock
A comprehensive collection of Model Context Protocol (MCP) servers
F 37 53 44 0 0 47 95
17889
Oktopost
Enables comprehensive social media management through Oktopost's REST API, incl…
F 37 55 58 10 0 26 81
17890
PradeepaRW
project-nova Claim
A multi-agent AI architecture that connects 25+ specialized agents through n8n …
F 37 53 58 0 0 22 95
17891
xpaysh
35+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Not…
F 37 55 58 0 0 41 81
17892
j-sulliman
hopgraph Claim
Verify ANZ businesses against government registers. Surfaces cross-jurisdiction…
F 37 55 58 0 0 42 81
17893
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 36 55 58 0 0 33 81
17894
ArkTechNWA
Enables AI assistants to query Prometheus metrics, monitor alerts, and analyze …
F 36 55 50 0 0 46 81
17895
CDataSoftware
Microsoft Teams MCP Server by CData
F 36 55 58 0 0 34 81
17896
CDataSoftware
Google BigQuery MCP Server by CData
F 36 55 58 0 0 34 81
17897
magnitudecontact-eng
Enables ChatGPT to query and analyze Mixpanel analytics data in real-time. Prov…
F 36 55 42 32 0 18 81
17898
CDataSoftware
HCL Domino MCP Server by CData
F 36 55 58 0 0 34 81
17899
CDataSoftware
Apache Spark MCP Server by CData
F 36 55 58 0 0 34 81
17900
CDataSoftware
Databricks MCP Server by CData
F 36 55 58 0 0 34 81
Showing 17851–17900 of 30006 servers
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