MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3201
baguskto
Baguskto Saham Claim 1
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
B 76 55 78 61 57 82 100
3202
BV-Venky
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
B 76 54 82 37 N/A 74 96 92
3203
antbotlab
mac-use-mcp Claim
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
B 76 54 62 66 N/A 64 95 96
3204
xARSENICx
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
B 76 55 84 100 N/A 24 95 55
3205
Tyox-all
mund Claim 1
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
B 76 54 90 63 N/A 51 89 78
3206
prefrontal-systems
Sub-Agents MCP Claim 1
Enables the creation and execution of task-specific AI sub-agents defined in ma…
B 76 54 84 58 N/A 51 92 91
3207
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3208
Garoth
Sleep MCP Server Claim 2
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
B 76 54 90 58 N/A 22 95 100
3209
roman0211
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
B 76 55 94 100 54 81 37
3210
jen6
ticktick-mcp Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 55 90 72 33 82 91
3211
garl-protocol
mcp-server Claim
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
B 76 54 84 46 N/A 76 78 98
3212
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3213
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3214
zcag
readdown-mcp Claim
Converts web pages and HTML strings into clean, LLM-optimized Markdown with met…
B 76 54 66 60 58 94 100
3215
Albiemark
A Model Context Protocol server that enables AI applications to interact with D…
B 76 55 81 67 44 80 100
3216
cherchyk
MCP Browser Claim
Browser automation using the user's Chromium session — JS execution, auth, and …
B 76 54 63 71 N/A 58 95 94
3217
Cyreslab-AI
Enables querying the BuiltWith API to discover and analyze website technology s…
B 76 55 84 68 36 81 100
3218
pasinskim
Mender MCP Server Claim 1
Enables AI assistants to interact with Mender IoT platform for device managemen…
B 76 55 84 75 28 82 100
3219
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 55 96 63 30 81 97
3220
mrorigo
bash-command-mcp Claim 2
Sophisticated bash command MCP server that runs and manages shell execution.
B 76 55 68 100 N/A 52 95 54
3221
flrngel
An advanced MCP server for browser automation using Puppeteer, specifically opt…
B 76 54 90 60 N/A 27 95 93
3222
scottmreed
ChemCP Claim
MCP App that renders 2D molecular structures from SMILES using RDKit.js
B 76 54 72 70 N/A 41 90 100
3223
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3224
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3225
tobocop2
lilbee Claim
Run local AI models, search your files and code, and crawl the web, all in one …
B 76 54 70 41 N/A 85 94 98
3226
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3227
mxn2020
Enables AI agents to fully control the Forge Engine (Godot fork) by manipulatin…
B 76 54 84 60 N/A 53 84 94
3228
shuji-bonji
rxjs-mcp-server Claim
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
B 76 54 78 62 N/A 58 90 89
3229
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3230
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3231
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3232
savri-io
Enables users to access and manage Savri analytics data, including visitor stat…
B 76 55 90 66 42 80 90
3233
kajirita2002
honeycomb-mcp-server Claim 1
honeycomb-mcp-server
B 76 55 90 67 37 83 93
3234
latinogino
PrestaShop MCP Server Claim 1
Enables complete management of PrestaShop e-commerce stores through natural lan…
B 76 55 84 68 43 80 96
3235
Jordan-Horner
symbols Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
B 76 54 94 25 N/A 69 95 98
3236
ofershap
mcp-server-scraper Claim 1
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
B 76 55 72 100 55 95 50
3237
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3238
michaelneale
Goose App Maker MCP Claim 1
This MCP server allows users to create, manage, and serve web applications thro…
B 76 55 72 82 N/A 19 95 97
3239
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3240
IBM
A comprehensive MCP server for querying historical maritime shipping records, v…
B 76 55 60 74 73 81 99
3241
xkelxmc
Uranium MCP Server Claim
Enables creation and management of NFT collections and assets through the Urani…
B 76 54 100 65 31 83 87
3242
kimdonghwi94
Web-Analyzer-MCP Claim
Extracts clean web content for RAG and provides Q&A about web pages.
B 76 55 66 82 N/A 39 91 93
3243
ynivin
Waveform MCP Server Claim 1
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
B 76 55 84 91 N/A 37 95 57
3244
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3245
robandrewford
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
B 76 55 86 70 44 80 91
3246
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3247
kiyoung8
Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy,…
B 76 55 78 82 40 81 89
3248
chonseng
Enables flight search and price comparison by scraping flight information from …
B 76 55 62 82 N/A 42 95 94
3249
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3250
kitao
pyxel-mcp Claim 1
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
B 76 55 57 82 N/A 55 95 91
Showing 3201–3250 of 44549 servers
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