MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16701
kwenhwang
HRFCO Service Claim 1
Real-time hydrological information retrieval service that provides water level,…
F 25 66 78 35 0 44 69 74
16702
MorDavid
A modular external attack surface mapping tool integrating tools for automated …
F 25 54 66 43 N/A 20 84 90
16703
Sunwood-ai-labs
Luma MCP Server Claim 1 3
A server that provides Luma AI's video generation API as the Model Context Prot…
F 25 55 72 72 20 80 100
16704
wedsamuel1230
Electronics MCP Servers Claim 2 3
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
F 25 55 78 100 N/A 57 84 86
16705
sevalla-hosting
Sevalla Claim 1
Official Sevalla MCP — full PaaS API access through just 2 tools.
F 25 55 90 10 74 70 89
16706
obre10off
Spotify MCP Server Claim 1 2
A Model Context Protocol server that enables controlling Spotify playback throu…
F 25 54 47 72 N/A 21 90 99
16707
chy168
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
F 25 55 54 40 54 77 83
16708
deshartman
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
F 25 55 72 71 42 71 84
16709
madebyaris
Kolosal Vision MCP Claim 2 3
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
F 25 55 84 66 45 74 94
16710
xiaobenyang-com
pdf-reader Claim 2 3
A MCP server that supports AI assistants to read and analyze PDF files, providi…
F 25 66 57 65 0 50 76 56
16711
dynstat
MCP Server Demo Claim 1
A simple demonstration project for the Model Control Protocol (MCP) server that…
F 25 55 66 27 46 78 92
16712
robhicks
Browser MCP Bridge Claim 1
Bridges browser content, developer tools data, and web page interactions with C…
F 25 54 90 58 N/A 45 87 93
16713
DankeyDevDave
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 0 40 72 99
16714
emarco177
mcp-crash-course Claim 1
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
F 25 54 60 26 N/A 53 77 65
16715
SaM-92
This repository demonstrates how to use AutoGen to integrate local and remote M…
F 25 55 54 35 N/A 16 76 100
16716
Presidio-Federal
A containerized server that enables AI clients to perform automated network pac…
F 25 55 80 40 28 78 100
16717
Love-Gwen2025
Utility MCP Server Claim 1
A general-purpose MCP server providing time-related utilities such as fetching …
F 25 55 54 42 33 78 81
16718
NiuTrans
MCP Translation Text Claim 1
Provides text translation capabilities powered by NiuTrans API with support for…
F 25 55 66 45 47 80 84
16719
jessebautista
Enables interaction with self-hosted OpenProject instances through the MCP prot…
F 25 55 54 71 29 78 95
16720
Akira-Papa
macOS GUI Control MCP Claim 1 2
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
F 25 54 72 57 N/A 28 87 98
16721
MemTensor
MemOS Claim 1 2
MemOS (Memory Operating System) is a memory management operating system designe…
F 25 54 84 68 N/A 49 89 85
16722
seanfenlon
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
F 25 66 66 66 0 34 80 92
16723
Aderix
vantagate-mcp-server Claim 1 2
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
F 25 54 90 77 N/A 51 81 93
16724
b3nw
A Model Context Protocol server that enables AI assistants to perform web autom…
F 25 55 65 62 27 80 100
16725
mintmas
AI-powered threat intelligence, smart contract auditing, and cybersecurity OSIN…
F 25 66 80 0 0 29 67 89
16726
Msparihar
A server that provides web scraping and intelligent content searching capabilit…
F 25 66 84 71 0 52 80 89
16727
s3cr1z
jina-ai-mcp Claim 1 2
mcp.jina.ai/sse
F 25 66 92 92 100 50 80 100
16728
SmoothSend
SmoothSend MCP Server Claim 1
Enables AI assistants to help developers integrate gasless transactions on the …
F 25 55 84 67 30 82 97
16729
AdsMCP
tiktok-ads-mcp-server Claim 1 3
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
F 25 55 81 66 49 80 94
16730
Super-Chain
N8N2MCP Claim 1 2
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Curso…
F 25 54 84 41 N/A 43 82 64 HT
16731
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 55 96 67 N/A 69 82 93
16732
koreafintech
Korean Crypto Claim 1 2
Access real-time price data, order books, and candle information from major Kor…
F 25 66 84 10 0 43 80 54
16733
cornelcroi
context-lens Claim 1
Semantic search knowledge base for MCP-enabled AI assistants. Index local files…
F 25 54 88 41 N/A 70 92 94
16734
manushi4
ScreenHand Claim 1
An open-source MCP server for macOS and Windows that provides native desktop co…
F 25 54 72 65 N/A 60 87 90
16735
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
16736
eyaab
CV Resume Builder MCP Claim 1 2
Automatically generates and updates CVs/resumes by aggregating data from git co…
F 25 54 90 53 N/A 46 90 92
16737
CCCpan
data-verify-mcp Claim 1
中国数据核验 MCP Server | 身份核验/企业查询/车辆信息/OCR识别/风险评估 | 10个Tool覆盖5大类 | 微信: chenganp | 邮…
F 25 54 60 60 N/A 66 90 99
16738
newbpydev
Exposes VS Code diagnostic problems like errors and warnings in real-time to AI…
F 25 54 84 68 N/A 80 90 92
16739
ClueoFoundation
OpenClueo MCP Server Claim 1
Provides a universal AI personality layer that uses a scientifically-backed Big…
F 25 55 90 71 52 80 92
16740
dsouza-anush
Browser Use Heroku Claim 1
Enables AI agents to control and automate browser actions through an MCP server…
F 25 55 90 68 54 80 96
16741
thnico
MCP Ashby Connector Claim 1
A server implementation that enables LLMs to interact with Ashby's Applicant Tr…
F 25 55 76 60 20 78 99
16742
quentintou
Agent Board Claim 1
A task orchestration system for AI agent teams that provides a Kanban dashboard…
F 25 55 72 67 54 80 99
16743
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
16744
0xDAEF0F
job-searchoor Claim 1 2
An MCP server for searching job listings with filters for date, keywords, remot…
F 25 54 63 52 N/A 42 90 94
16745
boettiger-lab
DuckDB MCP Server Claim 2
Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases…
F 25 55 84 58 56 74 100
16746
yohanfraga
MCP Activities Claim 1
Enables users to create and manage activities in the meupontoonline system thro…
F 25 55 76 65 29 74 75
16747
hoklims
stacksfinder Claim 2 4
Deterministic tech stack recommendations, audits, and project estimates. No hal…
F 25 65 90 100 0 66 81 71
16748
deploya-labs
Supabase MCP Server Claim 1 2
Enables Cursor and Windsurf to safely interact with Supabase databases by provi…
F 25 55 94 73 52 76 97
16749
Ejb503
A specialized MCP server that enables AI agents to interact with Reddit, includ…
F 25 55 90 66 32 78 91
16750
PaddlePaddle
PaddleOCR MCP Server Claim 1
Multiple text-type recognition, handwriting recognition, and high-precision par…
F 25 55 78 41 79 78 94
Showing 16701–16750 of 33790 servers
« Prev 1 333 334 335 336 337 676 Next »