MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
kimwwk
repocrunch Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 54 70 37 N/A 67 94 94
5902
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 55 78 68 30 81 93
5903
ZachFlint
ssh-mcp-server Claim
Enables AI assistants to securely execute remote SSH commands, perform file tra…
B 72 55 66 72 47 76 94
5904
shaharia-lab
goai Claim 1
AI SDK for building AI-powered applications in Go
B 72 54 86 61 N/A 64 91 51
5905
wqhui
Enables AI clients to manage GitLab pipelines through natural language commands…
B 72 55 78 72 21 81 92
5906
keegancsmith
An MCP server providing read-only access to Linear issues for language models, …
B 72 55 61 70 43 82 100
5907
tianpeijun
Email MCP Server Claim
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
B 72 55 72 72 26 81 100
5908
marc-shade
Enables real-time communication and shared vector memory between Claude Code, O…
B 72 55 90 56 29 78 96
5909
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
5910
xianminx
Flomo MCP Server Claim
Enables users to create and save notes in Flomo directly through AI chat intera…
B 72 55 70 62 51 81 94
5911
scanpower
Enables interaction with ScanPower's inventory and shipment management system t…
B 72 55 92 87 26 74 64
5912
KunihiroS
A bridge between MCP Host applications and mem0 cloud service, specialized for …
B 72 55 88 55 35 80 90
5913
kydlikebtc
This server provides a robust interface for Binance spot trading operations, in…
B 72 55 78 66 25 81 99
5914
YanxingLiu
Dify Server Claim
Server for using Dify. It achieves the invocation of the Dify workflow by calli…
B 72 55 90 55 30 74 100
5915
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
5916
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
5917
NeilKuo-opennet
Slack MCP Claim
A simple Model Context Protocol server for Slack integration that enables messa…
B 72 55 78 68 24 81 98
5918
scald
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
B 72 55 81 67 53 74 80
5919
mako10k
MCP-Confirm Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 55 75 100 46 81 43
5920
bzsasson
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
B 72 54 78 37 N/A 48 95 98
5921
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
5922
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
5923
su-record
Hi-AI Claim 1
A simple AI development tool that helps users interact with AI through natural …
B 72 55 72 91 73 81 40
5924
itzdaimy
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
B 72 55 66 61 N/A 50 82 99
5925
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
5926
IQAIcom
MCP-ODOS Claim 1
A Model Context Protocol server that enables AI assistants and applications to …
B 72 55 57 61 74 81 96
5927
tandat8503
Enables interaction with Reddit through a comprehensive API interface supportin…
B 72 55 72 75 25 81 98
5928
rahulretnan
Enables AI assistants to enhance their responses with relevant documentation th…
B 72 55 84 61 35 76 94
5929
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
5930
biocross
displaybuddy-mcp Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 54 61 62 N/A 50 87 99
5931
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 55 84 66 24 81 92
5932
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
5933
matsjfunke
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
B 72 55 72 70 26 81 100
5934
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
5935
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
5936
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
5937
pkt-lab
mcp-svd Claim 2
An MCP server that provides AI coding assistants with access to official ARM CM…
B 72 54 71 58 N/A 30 91 100
5938
Pavilion-devs
Saros MCP Server Claim 1
Enables AI agents to interact with Saros DeFi through natural language, providi…
B 72 55 78 91 45 81 55
5939
yudppp
An MCP server that enables users to retrieve, filter, and search through Claude…
B 72 54 69 65 N/A 26 90 99
5940
poly-mcp
GitLab MCP Server Claim
Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pi…
B 72 55 88 51 40 82 90
5941
rkampani
Enables AI assistants to perform real-time web searches, fetch webpage content,…
B 72 55 78 70 22 81 94
5942
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 55 78 58 38 81 97
5943
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
5944
suprsend
Manage your entire notification infrastructure using natural language. Trigger …
B 72 44 58 N/A N/A 56 83 93
5945
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
5946
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
5947
dumko2001
Enables AI agents to search for cabs, view prices, and book rides through the o…
B 72 55 78 66 24 81 100
5948
Revenant30102000
Provides AI assistants with access to authentic World of Tanks Blitz game data …
B 72 54 66 57 N/A 42 95 95
5949
geosp
Bible MCP Server Claim
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
B 72 55 76 71 39 81 86
5950
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
Showing 5901–5950 of 66427 servers
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