MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15001
mingdedi
一个用于联网搜索的MCP服务器,基于博查搜索API A MCP server for internet search, based on the Bocha …
F 30 55 34 35 44 78 82
15002
anoochit
UIKit MCP Server Claim 1 2
A Model Context Protocol server that provides Flutter UI templates for developm…
F 30 54 47 27 N/A 47 90 100
15003
vltansky
Allows AI assistants to access and analyze your Cursor conversation history, en…
F 30 54 66 57 N/A 64 90 90
15004
Traia-IO
test-newsapi-mcp Claim 1
Provides AI agents access to news aggregation from 80,000+ sources via the News…
F 30 55 80 43 25 80 91
15005
dkships
pm-copilot Claim 1
Triangulates HelpScout support tickets and ProductLift feature requests to gene…
F 30 55 78 73 71 78 90
15006
OmniMCP-AI
MCP Demo Server Claim 1
A minimal fastmcp demonstration server that provides a simple addition tool thr…
F 30 55 60 27 19 83 100
15007
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
15008
daobataotie
CAD-MCP Claim 1
CAD MCP Server
F 30 54 78 50 N/A 42 90 79
15009
wwqdrh
cmd-line-mcp Claim 1
A secure Model Context Protocol server that allows AI assistants to execute ter…
F 30 54 60 72 N/A 61 88 94
15010
eaglelandsonce
Provides tools for automated company research, competitor identification, and b…
F 30 55 54 27 25 80 98
15011
limouren01
A lightweight and modular framework for building MCP-based file management syst…
F 30 55 54 25 36 76 82
15012
axliupore
mcp-code-runner Claim 1 2
An MCP server for running code locally via Docker and supporting multiple progr…
F 30 54 21 50 N/A 43 84 100
15013
HypnoLabs-io
agentchurch-mcp Claim 1
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
F 30 64 90 68 0 37 74 93
15014
apatoliya
MCP-RAG Server Claim 1
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
F 30 55 48 62 25 78 88
15015
vurtnec
LanceDB Node Claim 1 2
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
F 30 55 80 61 23 80 94
15016
suwa-sh
local-RAG-backend Claim 1
A Docker-based local RAG backend that provides advanced document search capabil…
F 30 54 94 56 N/A 45 87 91
15017
inkbytefo
screenmonitormcp Claim 1 2
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
F 30 54 84 38 N/A 69 87 90
15018
CircleCI-Public
mcp-server-circleci Claim 1
Enable natural language interactions with CircleCI functionality through MCP-en…
F 30 55 90 63 57 83 97
15019
Avik-creator
MCP Manim Server Claim 1
A server-based tool that enables the generation of mathematical animations from…
F 30 55 48 25 23 71 86
15020
hanweg
Enables direct interaction with the Discord API using both REST API calls and s…
F 30 55 94 66 35 76 87
15021
Vikrant-Khedkar
API Tester MCP Server Claim 1 3
A Model Context Protocol server that allows Claude to make API requests on your…
F 30 55 51 31 20 80 99
15022
peterparker57
Screenshot MCP Server Claim 1 2
Enables AI assistants running in WSL to capture Windows screenshots of full des…
F 30 55 94 100 N/A 37 87 35
15023
Yashkashte5
Codelens-MCP Claim 1 2
An MCP server that gives Claude Desktop complete intelligence about any public …
F 30 55 45 53 43 77 99
15024
aleksandrkrivolap
Wordware MCP Claim 1 2
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
F 30 55 69 66 21 76 18
15025
omd01
AWS SES Email Sender Claim 1 2
Send emails directly from your applications using AWS SES. Integrate seamlessly…
F 30 55 57 60 N/A 44 76 97
15026
Syndicats
MCP Project Initializer Claim 1 2
An intelligent tool that automates the setup of new Model Context Protocol (MCP…
F 30 54 90 57 N/A 41 90 100
15027
dynamicendpoints
Execute PowerShell commands securely with controlled timeouts and input validat…
F 30 54 86 41 N/A 51 88 89
15028
marissamarym
iMessage MCP Server Claim 1 4
A local server that enables Claude Desktop to interact with your macOS Contacts…
F 30 55 94 100 N/A 23 82 37
15029
Steemhunt
mintclub Claim 1
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
F 30 54 84 52 N/A 39 67 98
15030
hardik-id
A Model Context Protocol server for querying and analyzing Azure resources at s…
F 30 55 61 73 46 80 91
15031
stack-chan
stack-chan Claim 1
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
F 30 54 96 42 N/A 70 87 99
15032
risherb
A lightweight Flask-based server that enables Claude AI to perform real-time we…
F 30 55 78 41 34 78 90
15033
Zo-Valentine
MCP-Twikit Claim 1 3
A Model Context Protocol server that enables AI to interact with Twitter, allow…
F 30 55 51 41 36 76 94
15034
VenkatGGG
ThinMCP Claim 1
A local MCP gateway that compresses multiple upstream servers into two tools, s…
F 30 54 66 71 N/A 37 87 67
15035
OwlTing
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
F 30 66 92 80 57 55 80 93
15036
sentien-labs
verdictswarm-mcp Claim 1
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
F 30 66 72 43 0 73 82 88
15037
magenie33
Generate tailored quality criteria and scoring guides from your task descriptio…
F 30 66 70 60 0 29 81 90
15038
claudiusbotticus
Provides real-time web research and URL summarization capabilities using Gemini…
F 30 54 94 50 N/A 28 87 100
15039
akuadane
mcp-code-interpreter Claim 1
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
F 30 55 44 27 44 80 88
15040
spolspol
Enables intelligent management of Google Cloud Platform infrastructure using Te…
F 30 55 48 47 68 80 93
15041
gatahcha
DOCX Document Creator Claim 1
A FastMCP-powered microserver that allows users to programmatically generate we…
F 30 54 46 26 N/A 21 90 96
15042
opiuman
Helps YouTube content creators find perfect background music for their shorts b…
F 30 55 84 73 34 80 96
15043
arjunkmrm
Analyze stocks and SEC filings to surface key insights, from price and volume t…
F 30 66 90 38 0 24 77 100
15044
slimslenderslacks
mcp-discord Claim 1
Interact with the Discord platform.
F 30 55 90 75 49 80 99
15045
oerc-s
primordia Claim 1
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
F 30 66 90 66 0 42 77 96
15046
JamieWonderchild
Enables seamless real-time collaboration between Claude Code and the Gemini CLI…
F 30 54 78 33 N/A 16 84 100
15047
sonirico
mcp-stockfish Claim 1
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
F 30 54 70 55 N/A 51 90 92
15048
niradler
Planer MCP Server Claim 1
An intelligent task management server that generates context-aware engineering …
F 30 55 60 58 29 80 93
15049
equilibrium-team
TweekIT MCP Server Claim 1
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
F 30 66 72 68 0 74 77 98
15050
TalaoDAO
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…
F 30 66 79 100 87 48 74 91
Showing 15001–15050 of 58073 servers
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